{
  "forecast_id": "to_fcst_20260812_2235",
  "hazard": "tornado",
  "issued_at": "2026-08-12T22:35:59Z",
  "model_version": "tornado_storm_v1_0",
  "forecast_horizon_hours": 24,
  "scoring_tier": "tier1_ml",
  "scoring_tier_label": "ML (pre-trained gradient-boosted trees)",
  "coherence_source": "hrrr",
  "n_active_storms": 385,
  "top_probability": 0.0247,
  "source_artifacts": [
    "/data/live-tornadoes.json",
    "/data/tornado-storms.geojson"
  ],
  "storms": [
    {
      "storm_id": "228866",
      "lat": 38.6489,
      "lon": -83.2267,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0247,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 566.0,
      "ebshear": 32.0,
      "srh01": 63.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 63.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.8759
        },
        {
          "name": "alignment",
          "value": -7.3035
        },
        {
          "name": "tau",
          "value": 2.6128
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.7876
      },
      "coherence_score": 2.6128439903259277,
      "coherence_diagnostics": {
        "tau": 2.6128439903259277,
        "grad_tau": 0.9874526858329773,
        "torsion": 2.197275605908544e-08,
        "alignment": -7.303544044494629,
        "S_field": 0.8333254456520081,
        "Gamma_field": 0.21798543632030487,
        "S_over_Gamma": 3.8228492736816406,
        "Da": 12.638855934143066,
        "E_coh": 0.6896264553070068,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.24,
              38.68
            ],
            [
              -83.19,
              38.68
            ],
            [
              -83.19,
              38.63
            ],
            [
              -83.21,
              38.62
            ],
            [
              -83.23,
              38.63
            ],
            [
              -83.24,
              38.62
            ],
            [
              -83.25,
              38.63
            ],
            [
              -83.25,
              38.67
            ],
            [
              -83.24,
              38.68
            ]
          ]
        ]
      },
      "raw_probability": 0.7876,
      "confidence_lo": 0.024,
      "confidence_hi": 0.0248,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "78e7a35a2786660aa728671384c18035100bcc6fd3536ef6d7f7916b81f32b0e",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.7876,
        "probability": 0.02474,
        "confidence_lo": 0.023978,
        "confidence_hi": 0.024759,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3ca96294448432294d1f424cfb20e5da377e8e6e434d32e2d017eaa865b89a1e",
        "signature": {
          "alg": "ed25519",
          "sig": "686fa2e1ad5c0e7d0165b11f4747d03be003e3b5250f80fdef4bb0323aa8bb0621581b0b6cb53fc12d538e340b2c44ca364431ac89e61a935f4b1c1019c3cc04"
        }
      },
      "receipt_sha256": "3ca96294448432294d1f424cfb20e5da377e8e6e434d32e2d017eaa865b89a1e"
    },
    {
      "storm_id": "228278",
      "lat": 38.0493,
      "lon": -83.3514,
      "motion_east": 11.6,
      "motion_south": 9.0,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0247,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1340.0,
      "ebshear": 30.0,
      "srh01": 34.0,
      "maxllaz": 0.008,
      "mesh": 0.39,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 34.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.8759
        },
        {
          "name": "alignment",
          "value": -7.3035
        },
        {
          "name": "tau",
          "value": 2.6128
        },
        {
          "name": "maxllaz",
          "value": 0.008
        }
      ],
      "model_scores": {
        "gbt_prob": 0.7834
      },
      "coherence_score": 2.6128439903259277,
      "coherence_diagnostics": {
        "tau": 2.6128439903259277,
        "grad_tau": 0.9874526858329773,
        "torsion": 2.197275605908544e-08,
        "alignment": -7.303544044494629,
        "S_field": 0.8333254456520081,
        "Gamma_field": 0.21798543632030487,
        "S_over_Gamma": 3.8228492736816406,
        "Da": 12.638855934143066,
        "E_coh": 0.6896264553070068,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.39,
              38.12
            ],
            [
              -83.34,
              38.12
            ],
            [
              -83.32,
              38.1
            ],
            [
              -83.31,
              38.1
            ],
            [
              -83.31,
              38.09
            ],
            [
              -83.28,
              38.05
            ],
            [
              -83.28,
              37.99
            ],
            [
              -83.32,
              37.95
            ],
            [
              -83.38,
              37.95
            ],
            [
              -83.39,
              37.97
            ],
            [
              -83.39,
              38.0
            ],
            [
              -83.41,
              38.03
            ],
            [
              -83.41,
              38.1
            ],
            [
              -83.39,
              38.12
            ]
          ]
        ]
      },
      "raw_probability": 0.7834,
      "confidence_lo": 0.024,
      "confidence_hi": 0.0248,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "24e21e4f5b8e5cc2520dc4ce8d3ee67e77efb2da3e64421bb708d3b35c624174",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.7834,
        "probability": 0.02474,
        "confidence_lo": 0.023978,
        "confidence_hi": 0.024759,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "88cb26b79e725c9b581e96f809d4db341840a902b3814184c2218e4506ede75c",
        "signature": {
          "alg": "ed25519",
          "sig": "a6bf090b8424277444814786bc3fe84899c0a9ddc4663c00b2da443958a0dea703ded8476fcfffcc72f5a7ab4d628b1257416f33512f7c633339b2eecb850c07"
        }
      },
      "receipt_sha256": "88cb26b79e725c9b581e96f809d4db341840a902b3814184c2218e4506ede75c"
    },
    {
      "storm_id": "228975",
      "lat": 38.0663,
      "lon": -83.5187,
      "motion_east": 11.6,
      "motion_south": 9.4,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0247,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1408.0,
      "ebshear": 32.0,
      "srh01": 45.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 45.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.8759
        },
        {
          "name": "alignment",
          "value": -7.3035
        },
        {
          "name": "tau",
          "value": 2.6128
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.7834
      },
      "coherence_score": 2.6128439903259277,
      "coherence_diagnostics": {
        "tau": 2.6128439903259277,
        "grad_tau": 0.9874526858329773,
        "torsion": 2.197275605908544e-08,
        "alignment": -7.303544044494629,
        "S_field": 0.8333254456520081,
        "Gamma_field": 0.21798543632030487,
        "S_over_Gamma": 3.8228492736816406,
        "Da": 12.638855934143066,
        "E_coh": 0.6896264553070068,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.53,
              38.09
            ],
            [
              -83.5,
              38.09
            ],
            [
              -83.49,
              38.08
            ],
            [
              -83.49,
              38.04
            ],
            [
              -83.51,
              38.02
            ],
            [
              -83.55,
              38.04
            ],
            [
              -83.55,
              38.08
            ],
            [
              -83.53,
              38.09
            ]
          ]
        ]
      },
      "raw_probability": 0.7834,
      "confidence_lo": 0.024,
      "confidence_hi": 0.0248,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "24e21e4f5b8e5cc2520dc4ce8d3ee67e77efb2da3e64421bb708d3b35c624174",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.7834,
        "probability": 0.02474,
        "confidence_lo": 0.023978,
        "confidence_hi": 0.024759,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "88cb26b79e725c9b581e96f809d4db341840a902b3814184c2218e4506ede75c",
        "signature": {
          "alg": "ed25519",
          "sig": "a6bf090b8424277444814786bc3fe84899c0a9ddc4663c00b2da443958a0dea703ded8476fcfffcc72f5a7ab4d628b1257416f33512f7c633339b2eecb850c07"
        }
      },
      "receipt_sha256": "88cb26b79e725c9b581e96f809d4db341840a902b3814184c2218e4506ede75c"
    },
    {
      "storm_id": "228387",
      "lat": 37.8971,
      "lon": -84.5193,
      "motion_east": 6.3,
      "motion_south": 13.3,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0245,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2417.0,
      "ebshear": 43.0,
      "srh01": 117.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 117.0
        },
        {
          "name": "hrrr_pwat",
          "value": 56.3759
        },
        {
          "name": "alignment",
          "value": -4.6807
        },
        {
          "name": "tau",
          "value": 3.9523
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.7366
      },
      "coherence_score": 3.952270269393921,
      "coherence_diagnostics": {
        "tau": 3.952270269393921,
        "grad_tau": 0.9851933717727661,
        "torsion": 0.0,
        "alignment": -4.680671215057373,
        "S_field": 2.2984962463378906,
        "Gamma_field": 0.23798543214797974,
        "S_over_Gamma": 9.658138275146484,
        "Da": 14.435072898864746,
        "E_coh": 0.9524478316307068,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.49,
              37.97
            ],
            [
              -84.45,
              37.95
            ],
            [
              -84.43,
              37.93
            ],
            [
              -84.43,
              37.89
            ],
            [
              -84.44,
              37.87
            ],
            [
              -84.51,
              37.82
            ],
            [
              -84.58,
              37.82
            ],
            [
              -84.6,
              37.83
            ],
            [
              -84.6,
              37.85
            ],
            [
              -84.61,
              37.86
            ],
            [
              -84.6,
              37.89
            ],
            [
              -84.54,
              37.95
            ],
            [
              -84.5,
              37.96
            ],
            [
              -84.49,
              37.97
            ]
          ]
        ]
      },
      "raw_probability": 0.7366,
      "confidence_lo": 0.024,
      "confidence_hi": 0.0245,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "61e6ad060d2e301b055885197cfd49d59a6b10888d46b9eab79a32ddee047f84",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.7366,
        "probability": 0.02451,
        "confidence_lo": 0.023978,
        "confidence_hi": 0.024523,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d8c2fbfbc063da4edf343326a192b0643beb9f7bff0bc11dfb891271cfde9fe4",
        "signature": {
          "alg": "ed25519",
          "sig": "40530b0df199802a74648041ffbccd1ff8dc9bc1008831ae947b83810871becbd5cc44181d237b17c66ced6e7cd533e499918ac3bd7597593186984fcd191701"
        }
      },
      "receipt_sha256": "d8c2fbfbc063da4edf343326a192b0643beb9f7bff0bc11dfb891271cfde9fe4"
    },
    {
      "storm_id": "228896",
      "lat": 37.976,
      "lon": -87.55,
      "motion_east": 5.0,
      "motion_south": 3.4,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0245,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3409.0,
      "ebshear": 37.0,
      "srh01": 70.0,
      "maxllaz": 0.003,
      "mesh": 0.14,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 70.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.2509
        },
        {
          "name": "alignment",
          "value": -4.6036
        },
        {
          "name": "tau",
          "value": 3.0681
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.7316
      },
      "coherence_score": 3.068129062652588,
      "coherence_diagnostics": {
        "tau": 3.068129062652588,
        "grad_tau": 0.6973595023155212,
        "torsion": 0.0,
        "alignment": -4.603597640991211,
        "S_field": 0.9468713998794556,
        "Gamma_field": 0.6771520972251892,
        "S_over_Gamma": 1.3983142375946045,
        "Da": 40.8194580078125,
        "E_coh": 0.7749572992324829,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -87.58,
              38.02
            ],
            [
              -87.55,
              38.02
            ],
            [
              -87.51,
              37.99
            ],
            [
              -87.5,
              37.97
            ],
            [
              -87.5,
              37.94
            ],
            [
              -87.52,
              37.92
            ],
            [
              -87.56,
              37.92
            ],
            [
              -87.6,
              37.96
            ],
            [
              -87.6,
              38.0
            ],
            [
              -87.58,
              38.02
            ]
          ]
        ]
      },
      "raw_probability": 0.7316,
      "confidence_lo": 0.024,
      "confidence_hi": 0.0245,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "328b8f81fd5ac126be31bcf5e185ea195530f1fc0ac4517ebd9550e06788a616",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.7316,
        "probability": 0.02451,
        "confidence_lo": 0.023978,
        "confidence_hi": 0.024523,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7db1a19a106c0b3f8efee6aa491479997f3e74fd33b084b0b4983476dc6e9c06",
        "signature": {
          "alg": "ed25519",
          "sig": "10790f9a93dc49b9e93588c71d28bb9d2bb7af685d9adea06a3e2d6ab04b5506c33f1323dd231dd790c5c3051d5bc7b6e33424de3c36df1e42cd7c68a336cd0a"
        }
      },
      "receipt_sha256": "7db1a19a106c0b3f8efee6aa491479997f3e74fd33b084b0b4983476dc6e9c06"
    },
    {
      "storm_id": "228648",
      "lat": 38.64,
      "lon": -90.8812,
      "motion_east": 13.4,
      "motion_south": 4.2,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0185,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3825.0,
      "ebshear": 39.0,
      "srh01": 95.0,
      "maxllaz": 0.005,
      "mesh": 0.06,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 95.0
        },
        {
          "name": "hrrr_pwat",
          "value": 54.1259
        },
        {
          "name": "alignment",
          "value": 12.8524
        },
        {
          "name": "tau",
          "value": 3.8882
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6942
      },
      "coherence_score": 3.8882362842559814,
      "coherence_diagnostics": {
        "tau": 3.8882362842559814,
        "grad_tau": 0.1192798987030983,
        "torsion": 0.0,
        "alignment": 12.852442741394043,
        "S_field": 2.281585216522217,
        "Gamma_field": 0.3254854381084442,
        "S_over_Gamma": 7.009791851043701,
        "Da": 19.677474975585938,
        "E_coh": 0.8777968287467957,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -90.87,
              38.67
            ],
            [
              -90.85,
              38.65
            ],
            [
              -90.85,
              38.63
            ],
            [
              -90.87,
              38.61
            ],
            [
              -90.9,
              38.61
            ],
            [
              -90.92,
              38.63
            ],
            [
              -90.92,
              38.65
            ],
            [
              -90.87,
              38.67
            ]
          ]
        ]
      },
      "raw_probability": 0.6942,
      "confidence_lo": 0.018,
      "confidence_hi": 0.0185,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "2f29bd7eb1b1e1a2c06672748c86534916fa50ab278fbb5802a4a76bdd3040fa",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.6942,
        "probability": 0.018454,
        "confidence_lo": 0.017964,
        "confidence_hi": 0.018463,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "422c9800d2101660da81638f2a84977950f084fb9b36cf9138869352b907969a",
        "signature": {
          "alg": "ed25519",
          "sig": "eee1e8f357a4921a8515dfda335c28a17b6ba6db85e33e26fe72ad60aea87c1e95e7682565e0db8bbdfd81c05f95daee382eee7b685ba33bc1ba26c17a4b5e0a"
        }
      },
      "receipt_sha256": "422c9800d2101660da81638f2a84977950f084fb9b36cf9138869352b907969a"
    },
    {
      "storm_id": "228973",
      "lat": 38.5438,
      "lon": -83.4985,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0185,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 656.0,
      "ebshear": 33.0,
      "srh01": 53.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 53.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.8759
        },
        {
          "name": "alignment",
          "value": -7.3035
        },
        {
          "name": "tau",
          "value": 2.6128
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6874
      },
      "coherence_score": 2.6128439903259277,
      "coherence_diagnostics": {
        "tau": 2.6128439903259277,
        "grad_tau": 0.9874526858329773,
        "torsion": 2.197275605908544e-08,
        "alignment": -7.303544044494629,
        "S_field": 0.8333254456520081,
        "Gamma_field": 0.21798543632030487,
        "S_over_Gamma": 3.8228492736816406,
        "Da": 12.638855934143066,
        "E_coh": 0.6896264553070068,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.45,
              38.61
            ],
            [
              -83.44,
              38.59
            ],
            [
              -83.45,
              38.58
            ],
            [
              -83.46,
              38.52
            ],
            [
              -83.51,
              38.46
            ],
            [
              -83.55,
              38.45
            ],
            [
              -83.57,
              38.47
            ],
            [
              -83.57,
              38.5
            ],
            [
              -83.56,
              38.52
            ],
            [
              -83.51,
              38.57
            ],
            [
              -83.5,
              38.59
            ],
            [
              -83.46,
              38.6
            ],
            [
              -83.45,
              38.61
            ]
          ]
        ]
      },
      "raw_probability": 0.6874,
      "confidence_lo": 0.018,
      "confidence_hi": 0.0185,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "9c7755c9461243ffbef518d8740977faab9011ac7252e13aac124cbca5328a55",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.6874,
        "probability": 0.018454,
        "confidence_lo": 0.017964,
        "confidence_hi": 0.018463,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "44f714998300094f36ed909ceaaa9ce689660dc6d041c8cf37cae40e867281f8",
        "signature": {
          "alg": "ed25519",
          "sig": "8af1bbf13426f4bff5cc63ce8281edcce097573cd912ef0dc20ee9a7a24517699476cf0edd1043737c7d6cae9e2dce4fd9940df03c30d9e90c57b4f055f8a103"
        }
      },
      "receipt_sha256": "44f714998300094f36ed909ceaaa9ce689660dc6d041c8cf37cae40e867281f8"
    },
    {
      "storm_id": "228933",
      "lat": 39.6414,
      "lon": -90.9014,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0185,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2513.0,
      "ebshear": 38.0,
      "srh01": 68.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 68.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.2509
        },
        {
          "name": "alignment",
          "value": -1.3447
        },
        {
          "name": "tau",
          "value": 4.0143
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6551
      },
      "coherence_score": 4.014318466186523,
      "coherence_diagnostics": {
        "tau": 4.014318466186523,
        "grad_tau": 0.13076922297477722,
        "torsion": 0.0,
        "alignment": -1.3447084426879883,
        "S_field": 1.704683780670166,
        "Gamma_field": 0.2279854267835617,
        "S_over_Gamma": 7.477161407470703,
        "Da": 13.96560001373291,
        "E_coh": 0.9367197751998901,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -90.94,
              39.68
            ],
            [
              -90.86,
              39.68
            ],
            [
              -90.85,
              39.67
            ],
            [
              -90.85,
              39.59
            ],
            [
              -90.93,
              39.59
            ],
            [
              -90.94,
              39.6
            ],
            [
              -90.94,
              39.68
            ]
          ]
        ]
      },
      "raw_probability": 0.6551,
      "confidence_lo": 0.018,
      "confidence_hi": 0.0185,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "0019acc1648300c6c1ea45161cd779ed8eae8884961f86d88cb882ecb2ebded9",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.6551,
        "probability": 0.018454,
        "confidence_lo": 0.017964,
        "confidence_hi": 0.018463,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "34b6b55e35882dec7aef473f66f9e4a393af877272bdd02a8a2f24db42ceae6b",
        "signature": {
          "alg": "ed25519",
          "sig": "822b5580c098be8f5b5090635066df9aa322a26b0d7048673b078ae540ec823fabb8437d5cbb693a18450b68ef42f28b1d9c56b83d7ab3b0b701dab418c37700"
        }
      },
      "receipt_sha256": "34b6b55e35882dec7aef473f66f9e4a393af877272bdd02a8a2f24db42ceae6b"
    },
    {
      "storm_id": "228054",
      "lat": 37.9605,
      "lon": -87.7611,
      "motion_east": 4.8,
      "motion_south": 3.4,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0185,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3675.0,
      "ebshear": 36.0,
      "srh01": 51.0,
      "maxllaz": 0.008,
      "mesh": 1.61,
      "flash_rate": 18.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 51.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.2509
        },
        {
          "name": "alignment",
          "value": -4.6036
        },
        {
          "name": "tau",
          "value": 3.0681
        },
        {
          "name": "maxllaz",
          "value": 0.008
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6544
      },
      "coherence_score": 3.068129062652588,
      "coherence_diagnostics": {
        "tau": 3.068129062652588,
        "grad_tau": 0.6973595023155212,
        "torsion": 0.0,
        "alignment": -4.603597640991211,
        "S_field": 0.9468713998794556,
        "Gamma_field": 0.6771520972251892,
        "S_over_Gamma": 1.3983142375946045,
        "Da": 40.8194580078125,
        "E_coh": 0.7749572992324829,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -87.8,
              38.04
            ],
            [
              -87.79,
              38.03
            ],
            [
              -87.77,
              38.03
            ],
            [
              -87.73,
              38.01
            ],
            [
              -87.71,
              37.99
            ],
            [
              -87.65,
              37.96
            ],
            [
              -87.63,
              37.92
            ],
            [
              -87.63,
              37.9
            ],
            [
              -87.66,
              37.86
            ],
            [
              -87.71,
              37.86
            ],
            [
              -87.74,
              37.88
            ],
            [
              -87.79,
              37.89
            ],
            [
              -87.83,
              37.91
            ],
            [
              -87.85,
              37.93
            ],
            [
              -87.86,
              37.95
            ],
            [
              -87.86,
              37.99
            ],
            [
              -87.84,
              38.03
            ],
            [
              -87.81,
              38.03
            ],
            [
              -87.8,
              38.04
            ]
          ]
        ]
      },
      "raw_probability": 0.6544,
      "confidence_lo": 0.018,
      "confidence_hi": 0.0185,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "d15655e49ad37795b5f57dd3fd8f04069b17fa56fa1f35d5d748822e6dcdab15",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.6544,
        "probability": 0.018454,
        "confidence_lo": 0.017964,
        "confidence_hi": 0.018463,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "70c018dad3382811968cc9116288d94de75f28a9f2208984ce49154b2f506065",
        "signature": {
          "alg": "ed25519",
          "sig": "04e413787ade83d3135bd1ba98dc82b10d3570cc71d40d9ea7fb373ad8d02e559072b36e09630cbf8b291a761809175960b5728cc53bc5673a6f415025eeef0f"
        }
      },
      "receipt_sha256": "70c018dad3382811968cc9116288d94de75f28a9f2208984ce49154b2f506065"
    },
    {
      "storm_id": "228478",
      "lat": 41.9292,
      "lon": -80.4369,
      "motion_east": 11.7,
      "motion_south": -1.0,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0179,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1204.0,
      "ebshear": 35.0,
      "srh01": 136.0,
      "maxllaz": 0.002,
      "mesh": 0.14,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 136.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.6259
        },
        {
          "name": "alignment",
          "value": 3.2249
        },
        {
          "name": "tau",
          "value": 2.173
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6501
      },
      "coherence_score": 2.1729848384857178,
      "coherence_diagnostics": {
        "tau": 2.1729848384857178,
        "grad_tau": 0.12281554192304611,
        "torsion": 0.0,
        "alignment": 3.224883794784546,
        "S_field": 1.056809663772583,
        "Gamma_field": 0.19465209543704987,
        "S_over_Gamma": 5.42922306060791,
        "Da": 12.36724853515625,
        "E_coh": 0.7962519526481628,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -80.48,
              42.01
            ],
            [
              -80.44,
              42.0
            ],
            [
              -80.37,
              41.95
            ],
            [
              -80.36,
              41.9
            ],
            [
              -80.37,
              41.89
            ],
            [
              -80.37,
              41.87
            ],
            [
              -80.39,
              41.85
            ],
            [
              -80.44,
              41.85
            ],
            [
              -80.47,
              41.88
            ],
            [
              -80.49,
              41.93
            ],
            [
              -80.51,
              41.95
            ],
            [
              -80.51,
              41.99
            ],
            [
              -80.48,
              42.01
            ]
          ]
        ]
      },
      "raw_probability": 0.6501,
      "confidence_lo": 0.0146,
      "confidence_hi": 0.018,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "30161d74dd9d0def63a5877202cc1fb0ec785fb210bc499341f2540defa54770",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.6501,
        "probability": 0.01793,
        "confidence_lo": 0.01462,
        "confidence_hi": 0.01799,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "38221663cbbbc621b20846cd299a95bac7563731e34390b76e46f34a2f45c865",
        "signature": {
          "alg": "ed25519",
          "sig": "6502d4009048c4b17dc5c68aa60e8c92711993749aa22d513f7aa5fa39f55f8f2b3e6fa32ccc36544cb17ffeaaa0de56d23e49b03f44046ed6d3f586e9370100"
        }
      },
      "receipt_sha256": "38221663cbbbc621b20846cd299a95bac7563731e34390b76e46f34a2f45c865"
    },
    {
      "storm_id": "228863",
      "lat": 41.5678,
      "lon": -80.4456,
      "motion_east": 11.7,
      "motion_south": -1.0,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0179,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 983.0,
      "ebshear": 39.0,
      "srh01": 116.0,
      "maxllaz": 0.003,
      "mesh": 0.09,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 116.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.6259
        },
        {
          "name": "alignment",
          "value": 3.2249
        },
        {
          "name": "tau",
          "value": 2.173
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6501
      },
      "coherence_score": 2.1729848384857178,
      "coherence_diagnostics": {
        "tau": 2.1729848384857178,
        "grad_tau": 0.12281554192304611,
        "torsion": 0.0,
        "alignment": 3.224883794784546,
        "S_field": 1.056809663772583,
        "Gamma_field": 0.19465209543704987,
        "S_over_Gamma": 5.42922306060791,
        "Da": 12.36724853515625,
        "E_coh": 0.7962519526481628,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -80.47,
              41.61
            ],
            [
              -80.43,
              41.59
            ],
            [
              -80.4,
              41.56
            ],
            [
              -80.4,
              41.54
            ],
            [
              -80.41,
              41.53
            ],
            [
              -80.45,
              41.52
            ],
            [
              -80.49,
              41.56
            ],
            [
              -80.49,
              41.59
            ],
            [
              -80.47,
              41.61
            ]
          ]
        ]
      },
      "raw_probability": 0.6501,
      "confidence_lo": 0.0146,
      "confidence_hi": 0.018,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "30161d74dd9d0def63a5877202cc1fb0ec785fb210bc499341f2540defa54770",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.6501,
        "probability": 0.01793,
        "confidence_lo": 0.01462,
        "confidence_hi": 0.01799,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "38221663cbbbc621b20846cd299a95bac7563731e34390b76e46f34a2f45c865",
        "signature": {
          "alg": "ed25519",
          "sig": "6502d4009048c4b17dc5c68aa60e8c92711993749aa22d513f7aa5fa39f55f8f2b3e6fa32ccc36544cb17ffeaaa0de56d23e49b03f44046ed6d3f586e9370100"
        }
      },
      "receipt_sha256": "38221663cbbbc621b20846cd299a95bac7563731e34390b76e46f34a2f45c865"
    },
    {
      "storm_id": "228344",
      "lat": 38.3072,
      "lon": -88.4328,
      "motion_east": 1.8,
      "motion_south": 3.0,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0134,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3085.0,
      "ebshear": 45.0,
      "srh01": 60.0,
      "maxllaz": 0.005,
      "mesh": 0.44,
      "flash_rate": 14.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 60.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.6259
        },
        {
          "name": "alignment",
          "value": -8.4557
        },
        {
          "name": "tau",
          "value": 3.4457
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6408
      },
      "coherence_score": 3.445709228515625,
      "coherence_diagnostics": {
        "tau": 3.445709228515625,
        "grad_tau": 0.6927364468574524,
        "torsion": 0.0,
        "alignment": -8.455704689025879,
        "S_field": 1.4790654182434082,
        "Gamma_field": 0.392985463142395,
        "S_over_Gamma": 3.763664484024048,
        "Da": 23.94044303894043,
        "E_coh": 0.8499050140380859,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -88.51,
              38.39
            ],
            [
              -88.46,
              38.39
            ],
            [
              -88.42,
              38.36
            ],
            [
              -88.41,
              38.36
            ],
            [
              -88.37,
              38.32
            ],
            [
              -88.34,
              38.31
            ],
            [
              -88.32,
              38.29
            ],
            [
              -88.32,
              38.25
            ],
            [
              -88.33,
              38.24
            ],
            [
              -88.39,
              38.24
            ],
            [
              -88.4,
              38.25
            ],
            [
              -88.43,
              38.25
            ],
            [
              -88.44,
              38.26
            ],
            [
              -88.5,
              38.26
            ],
            [
              -88.54,
              38.3
            ],
            [
              -88.55,
              38.32
            ],
            [
              -88.55,
              38.35
            ],
            [
              -88.51,
              38.39
            ]
          ]
        ]
      },
      "raw_probability": 0.6408,
      "confidence_lo": 0.0109,
      "confidence_hi": 0.0135,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "d27d2aae5bccd87bafb76c57e199b0839d3854da0b9f41053d9fae772c07286c",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.6408,
        "probability": 0.013442,
        "confidence_lo": 0.010886,
        "confidence_hi": 0.013477,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b8bd725ba9cc1c475489bb6904d5547fca15c3a8af83b0fa23e39d5cca1f68c2",
        "signature": {
          "alg": "ed25519",
          "sig": "286b23dbf4d3c621ca688ecb183b2c7335e9014c4a13e33c1f6c17d80b8d85cfb9c05150cec51a256d55ca957851b9d92ba79d4af8a7d88f0ff5ac49ec6b170d"
        }
      },
      "receipt_sha256": "b8bd725ba9cc1c475489bb6904d5547fca15c3a8af83b0fa23e39d5cca1f68c2"
    },
    {
      "storm_id": "228420",
      "lat": 38.0481,
      "lon": -88.1256,
      "motion_east": 2.5,
      "motion_south": 2.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0107,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2799.0,
      "ebshear": 37.0,
      "srh01": 38.0,
      "maxllaz": 0.005,
      "mesh": 0.44,
      "flash_rate": 10.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 38.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.2509
        },
        {
          "name": "alignment",
          "value": -4.6036
        },
        {
          "name": "tau",
          "value": 3.0681
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5755
      },
      "coherence_score": 3.068129062652588,
      "coherence_diagnostics": {
        "tau": 3.068129062652588,
        "grad_tau": 0.6973595023155212,
        "torsion": 0.0,
        "alignment": -4.603597640991211,
        "S_field": 0.9468713998794556,
        "Gamma_field": 0.6771520972251892,
        "S_over_Gamma": 1.3983142375946045,
        "Da": 40.8194580078125,
        "E_coh": 0.7749572992324829,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -88.12,
              38.12
            ],
            [
              -88.07,
              38.08
            ],
            [
              -88.04,
              38.07
            ],
            [
              -88.03,
              38.0
            ],
            [
              -88.05,
              37.97
            ],
            [
              -88.11,
              37.96
            ],
            [
              -88.12,
              37.97
            ],
            [
              -88.16,
              37.98
            ],
            [
              -88.19,
              38.01
            ],
            [
              -88.19,
              38.05
            ],
            [
              -88.18,
              38.06
            ],
            [
              -88.18,
              38.08
            ],
            [
              -88.17,
              38.08
            ],
            [
              -88.15,
              38.11
            ],
            [
              -88.13,
              38.11
            ],
            [
              -88.12,
              38.12
            ]
          ]
        ]
      },
      "raw_probability": 0.5755,
      "confidence_lo": 0.0069,
      "confidence_hi": 0.0107,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "ff0ce03f7309ccbd4d4b643d79be327b3de2ba1b996650cf6048b9a7564d9f16",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.5755,
        "probability": 0.010702,
        "confidence_lo": 0.006897,
        "confidence_hi": 0.010743,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e9d964aa31541bd1122bc1c1b836f12634a7517edf8b7feffcc1ae9067b1e735",
        "signature": {
          "alg": "ed25519",
          "sig": "f2cafeceffffda6cd30362e65578d01ce196e25e69b2ec15ffb28727c97faaa0f95901801fc93bac340ea6bb14e5a8391e33147b42fc2e52b07ed57a28062404"
        }
      },
      "receipt_sha256": "e9d964aa31541bd1122bc1c1b836f12634a7517edf8b7feffcc1ae9067b1e735"
    },
    {
      "storm_id": "228277",
      "lat": 38.4481,
      "lon": -91.1581,
      "motion_east": 13.5,
      "motion_south": 4.3,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0068,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4358.0,
      "ebshear": 41.0,
      "srh01": 56.0,
      "maxllaz": 0.007,
      "mesh": 1.35,
      "flash_rate": 71.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 56.0
        },
        {
          "name": "hrrr_pwat",
          "value": 54.1259
        },
        {
          "name": "alignment",
          "value": 12.8524
        },
        {
          "name": "tau",
          "value": 3.8882
        },
        {
          "name": "maxllaz",
          "value": 0.007
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5583
      },
      "coherence_score": 3.8882362842559814,
      "coherence_diagnostics": {
        "tau": 3.8882362842559814,
        "grad_tau": 0.1192798987030983,
        "torsion": 0.0,
        "alignment": 12.852442741394043,
        "S_field": 2.281585216522217,
        "Gamma_field": 0.3254854381084442,
        "S_over_Gamma": 7.009791851043701,
        "Da": 19.677474975585938,
        "E_coh": 0.8777968287467957,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -91.04,
              38.61
            ],
            [
              -91.0,
              38.57
            ],
            [
              -91.0,
              38.55
            ],
            [
              -90.99,
              38.54
            ],
            [
              -90.99,
              38.49
            ],
            [
              -90.98,
              38.48
            ],
            [
              -90.98,
              38.43
            ],
            [
              -90.99,
              38.42
            ],
            [
              -91.03,
              38.4
            ],
            [
              -91.08,
              38.4
            ],
            [
              -91.1,
              38.39
            ],
            [
              -91.14,
              38.35
            ],
            [
              -91.14,
              38.34
            ],
            [
              -91.24,
              38.33
            ],
            [
              -91.27,
              38.31
            ],
            [
              -91.3,
              38.31
            ],
            [
              -91.31,
              38.3
            ],
            [
              -91.36,
              38.32
            ],
            [
              -91.38,
              38.34
            ],
            [
              -91.39,
              38.38
            ],
            [
              -91.38,
              38.39
            ],
            [
              -91.38,
              38.41
            ],
            [
              -91.36,
              38.43
            ],
            [
              -91.29,
              38.46
            ],
            [
              -91.24,
              38.51
            ],
            [
              -91.14,
              38.51
            ],
            [
              -91.12,
              38.53
            ],
            [
              -91.1,
              38.58
            ],
            [
              -91.08,
              38.6
            ],
            [
              -91.06,
              38.6
            ],
            [
              -91.04,
              38.61
            ]
          ]
        ]
      },
      "raw_probability": 0.5583,
      "confidence_lo": 0.0061,
      "confidence_hi": 0.0068,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "db721f2b278b75088522611010415fcbc34a52ed745a3f51083b40b818594688",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.5583,
        "probability": 0.006767,
        "confidence_lo": 0.006096,
        "confidence_hi": 0.006772,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9d9c8b68ace30c39ed6ef6062033779d2c66d3416f758ae436d25bbafe25de88",
        "signature": {
          "alg": "ed25519",
          "sig": "978840745d61f61ce41f2e5f31dbeb8112c2ae1ea445a29683a6771ed8b76884d4882a6a944fdef95ce4a4ebd28c521a5386d0c19d8c944daee1ac12ae503001"
        }
      },
      "receipt_sha256": "9d9c8b68ace30c39ed6ef6062033779d2c66d3416f758ae436d25bbafe25de88"
    },
    {
      "storm_id": "228559",
      "lat": 37.82,
      "lon": -83.1562,
      "motion_east": 8.8,
      "motion_south": 5.3,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0062,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1058.0,
      "ebshear": 31.0,
      "srh01": 26.0,
      "maxllaz": 0.003,
      "mesh": 0.13,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 26.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.6259
        },
        {
          "name": "alignment",
          "value": -4.8154
        },
        {
          "name": "tau",
          "value": 3.7294
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5448
      },
      "coherence_score": 3.729396343231201,
      "coherence_diagnostics": {
        "tau": 3.729396343231201,
        "grad_tau": 0.9308958649635315,
        "torsion": 0.0,
        "alignment": -4.81535005569458,
        "S_field": 1.8161766529083252,
        "Gamma_field": 0.2188187688589096,
        "S_over_Gamma": 8.299912452697754,
        "Da": 13.36392593383789,
        "E_coh": 0.9039991497993469,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.16,
              37.87
            ],
            [
              -83.11,
              37.83
            ],
            [
              -83.11,
              37.8
            ],
            [
              -83.14,
              37.77
            ],
            [
              -83.17,
              37.77
            ],
            [
              -83.2,
              37.8
            ],
            [
              -83.2,
              37.85
            ],
            [
              -83.16,
              37.87
            ]
          ]
        ]
      },
      "raw_probability": 0.5448,
      "confidence_lo": 0.0061,
      "confidence_hi": 0.0062,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "979aa821b35a13f35eb861704fd288c911036a8ece7f14b960b1a97c806820e7",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.5448,
        "probability": 0.006193,
        "confidence_lo": 0.006096,
        "confidence_hi": 0.006193,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3fdc0804e656c7d57ed737ca8830912c27d2eaa72feff21e067cd84a01b89318",
        "signature": {
          "alg": "ed25519",
          "sig": "6d7352981466bc39fb8113e4cb6a7fda836a4ac72e9563a4e664f4629c6a30fad961b112719276b4d660a76724f2c7edd99b121e3f88d1f22b5ae586b2c71a09"
        }
      },
      "receipt_sha256": "3fdc0804e656c7d57ed737ca8830912c27d2eaa72feff21e067cd84a01b89318"
    },
    {
      "storm_id": "227297",
      "lat": 42.5022,
      "lon": -77.13,
      "motion_east": 9.8,
      "motion_south": 3.0,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0062,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1284.0,
      "ebshear": 42.0,
      "srh01": 63.0,
      "maxllaz": 0.009,
      "mesh": 0.76,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 63.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.7509
        },
        {
          "name": "alignment",
          "value": -5.3708
        },
        {
          "name": "tau",
          "value": 1.8869
        },
        {
          "name": "maxllaz",
          "value": 0.009
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5439
      },
      "coherence_score": 1.8868951797485352,
      "coherence_diagnostics": {
        "tau": 1.8868951797485352,
        "grad_tau": 0.29411622881889343,
        "torsion": 0.0,
        "alignment": -5.370845317840576,
        "S_field": 0.5882663130760193,
        "Gamma_field": 0.25215211510658264,
        "S_over_Gamma": 2.332981824874878,
        "Da": 15.385322570800781,
        "E_coh": 0.7357410788536072,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -77.14,
              42.54
            ],
            [
              -77.1,
              42.54
            ],
            [
              -77.09,
              42.52
            ],
            [
              -77.09,
              42.48
            ],
            [
              -77.11,
              42.46
            ],
            [
              -77.16,
              42.46
            ],
            [
              -77.17,
              42.47
            ],
            [
              -77.17,
              42.51
            ],
            [
              -77.14,
              42.54
            ]
          ]
        ]
      },
      "raw_probability": 0.5439,
      "confidence_lo": 0.0061,
      "confidence_hi": 0.0062,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "1842471e84a2926392a1638b5a26ea2c8806c074d26a54c10349dcf9b41146ac",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.5439,
        "probability": 0.006193,
        "confidence_lo": 0.006096,
        "confidence_hi": 0.006193,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a8bed1e9a0264e80250a45579ace9b1e16c1648daf9780e166e129f29d5eb568",
        "signature": {
          "alg": "ed25519",
          "sig": "29128614259be93b6e923b79f467bd7f6ead2b8bd8636db4e0348ab49b65d3cda45822dde2dcad14d8efa07c2dbe7c1d0daede61ae76cda350a06d8ee2babd01"
        }
      },
      "receipt_sha256": "a8bed1e9a0264e80250a45579ace9b1e16c1648daf9780e166e129f29d5eb568"
    },
    {
      "storm_id": "228937",
      "lat": 36.9117,
      "lon": -85.9767,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0062,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4112.0,
      "ebshear": 38.0,
      "srh01": 128.0,
      "maxllaz": 0.001,
      "mesh": 0.1,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 128.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.3759
        },
        {
          "name": "alignment",
          "value": 2.9275
        },
        {
          "name": "tau",
          "value": 4.2698
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5325
      },
      "coherence_score": 4.269796848297119,
      "coherence_diagnostics": {
        "tau": 4.269796848297119,
        "grad_tau": 0.11514793336391449,
        "torsion": 0.0,
        "alignment": 2.9275050163269043,
        "S_field": 1.8186795711517334,
        "Gamma_field": 0.2813187837600708,
        "S_over_Gamma": 6.464835166931152,
        "Da": 17.594608306884766,
        "E_coh": 0.9563182592391968,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -86.0,
              36.94
            ],
            [
              -85.95,
              36.94
            ],
            [
              -85.95,
              36.89
            ],
            [
              -85.96,
              36.88
            ],
            [
              -86.0,
              36.88
            ],
            [
              -86.0,
              36.94
            ]
          ]
        ]
      },
      "raw_probability": 0.5325,
      "confidence_lo": 0.0061,
      "confidence_hi": 0.0062,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "6c842b2c971fb02f2c8c67b585c811f82db23a67215f48830f9df81dcd9da199",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.5325,
        "probability": 0.006193,
        "confidence_lo": 0.006096,
        "confidence_hi": 0.006193,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7410862fff015bb64a327803051f3788cf045d51f653274e9f1422dede8fc125",
        "signature": {
          "alg": "ed25519",
          "sig": "e293dd5d91ef616a7b8b18681a8e60c64240a9f26aebc7a5a7f2f7e6ecef2dede9b6500cf02dec89f28d2ef3f67d09888895e238210d57939c3a403bc2f02c02"
        }
      },
      "receipt_sha256": "7410862fff015bb64a327803051f3788cf045d51f653274e9f1422dede8fc125"
    },
    {
      "storm_id": "228798",
      "lat": 42.8713,
      "lon": -77.6437,
      "motion_east": 10.5,
      "motion_south": 3.8,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0062,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1062.0,
      "ebshear": 41.0,
      "srh01": 67.0,
      "maxllaz": 0.005,
      "mesh": 0.14,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 67.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.7509
        },
        {
          "name": "alignment",
          "value": -5.3708
        },
        {
          "name": "tau",
          "value": 1.8869
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5285
      },
      "coherence_score": 1.8868951797485352,
      "coherence_diagnostics": {
        "tau": 1.8868951797485352,
        "grad_tau": 0.29411622881889343,
        "torsion": 0.0,
        "alignment": -5.370845317840576,
        "S_field": 0.5882663130760193,
        "Gamma_field": 0.25215211510658264,
        "S_over_Gamma": 2.332981824874878,
        "Da": 15.385322570800781,
        "E_coh": 0.7357410788536072,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -77.67,
              42.9
            ],
            [
              -77.63,
              42.9
            ],
            [
              -77.61,
              42.88
            ],
            [
              -77.61,
              42.85
            ],
            [
              -77.62,
              42.84
            ],
            [
              -77.66,
              42.84
            ],
            [
              -77.68,
              42.86
            ],
            [
              -77.67,
              42.9
            ]
          ]
        ]
      },
      "raw_probability": 0.5285,
      "confidence_lo": 0.0061,
      "confidence_hi": 0.0062,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "eaf422ee97dd21102009bca3d24e25481c948d78f9999ef797c424a87abdfb33",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.5285,
        "probability": 0.006193,
        "confidence_lo": 0.006096,
        "confidence_hi": 0.006193,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7f2d98011f3c1f08a28b326aafbe90e7cd6468d4e2e439c9520653071c694bb7",
        "signature": {
          "alg": "ed25519",
          "sig": "5abb04e68ef6be579869f9098206198e640b5bda2eb19cb8aead1f11cb426651fc8f63d5bf9102410f46cdad83499c3ea8adca049b76ac7db2bc0c2ad3587106"
        }
      },
      "receipt_sha256": "7f2d98011f3c1f08a28b326aafbe90e7cd6468d4e2e439c9520653071c694bb7"
    },
    {
      "storm_id": "227938",
      "lat": 38.8089,
      "lon": -90.5044,
      "motion_east": 9.8,
      "motion_south": 3.1,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0062,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3964.0,
      "ebshear": 42.0,
      "srh01": 96.0,
      "maxllaz": 0.006,
      "mesh": 0.1,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 96.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.1259
        },
        {
          "name": "alignment",
          "value": -1.3396
        },
        {
          "name": "tau",
          "value": 3.857
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5204
      },
      "coherence_score": 3.856968879699707,
      "coherence_diagnostics": {
        "tau": 3.856968879699707,
        "grad_tau": 0.33115941286087036,
        "torsion": 0.0,
        "alignment": -1.3395745754241943,
        "S_field": 1.6662379503250122,
        "Gamma_field": 0.2746520936489105,
        "S_over_Gamma": 6.066722393035889,
        "Da": 17.789047241210938,
        "E_coh": 0.9455072283744812,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -90.52,
              38.84
            ],
            [
              -90.49,
              38.84
            ],
            [
              -90.47,
              38.83
            ],
            [
              -90.47,
              38.78
            ],
            [
              -90.48,
              38.77
            ],
            [
              -90.51,
              38.77
            ],
            [
              -90.54,
              38.79
            ],
            [
              -90.54,
              38.82
            ],
            [
              -90.52,
              38.84
            ]
          ]
        ]
      },
      "raw_probability": 0.5204,
      "confidence_lo": 0.0061,
      "confidence_hi": 0.0062,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "6abac52ed1f9d593769c5c8aa6c57eb167e31e7aca876f47c7088fc8f8f554fc",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.5204,
        "probability": 0.006193,
        "confidence_lo": 0.006096,
        "confidence_hi": 0.006193,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6dd05e97d40aa62fc739dd5d822b5065a66a6bd57ff0fc64cc029a15b4bbd4dc",
        "signature": {
          "alg": "ed25519",
          "sig": "1eaaecd9fc4589ffccf1539f5458fd10112dcf42f81b54a61b6b6cee439900ee23db411d270babc84ce31ae33309aae07fe51d557ebea95d33410e98f160d303"
        }
      },
      "receipt_sha256": "6dd05e97d40aa62fc739dd5d822b5065a66a6bd57ff0fc64cc029a15b4bbd4dc"
    },
    {
      "storm_id": "227796",
      "lat": 38.1094,
      "lon": -88.7669,
      "motion_east": 2.6,
      "motion_south": 3.3,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0062,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4999.0,
      "ebshear": 44.0,
      "srh01": 65.0,
      "maxllaz": 0.007,
      "mesh": 1.41,
      "flash_rate": 23.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 65.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.6259
        },
        {
          "name": "alignment",
          "value": -8.4557
        },
        {
          "name": "tau",
          "value": 3.4457
        },
        {
          "name": "maxllaz",
          "value": 0.007
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5162
      },
      "coherence_score": 3.445709228515625,
      "coherence_diagnostics": {
        "tau": 3.445709228515625,
        "grad_tau": 0.6927364468574524,
        "torsion": 0.0,
        "alignment": -8.455704689025879,
        "S_field": 1.4790654182434082,
        "Gamma_field": 0.392985463142395,
        "S_over_Gamma": 3.763664484024048,
        "Da": 23.94044303894043,
        "E_coh": 0.8499050140380859,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -88.79,
              38.17
            ],
            [
              -88.73,
              38.17
            ],
            [
              -88.72,
              38.16
            ],
            [
              -88.7,
              38.16
            ],
            [
              -88.67,
              38.13
            ],
            [
              -88.67,
              38.1
            ],
            [
              -88.68,
              38.08
            ],
            [
              -88.73,
              38.02
            ],
            [
              -88.79,
              38.02
            ],
            [
              -88.8,
              38.03
            ],
            [
              -88.82,
              38.03
            ],
            [
              -88.87,
              38.08
            ],
            [
              -88.87,
              38.12
            ],
            [
              -88.84,
              38.15
            ],
            [
              -88.8,
              38.16
            ],
            [
              -88.79,
              38.17
            ]
          ]
        ]
      },
      "raw_probability": 0.5162,
      "confidence_lo": 0.0061,
      "confidence_hi": 0.0062,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "414df53a5971e3252ce05bdf665bd3eec47079c6dba91cf9705dae97062720e4",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.5162,
        "probability": 0.006193,
        "confidence_lo": 0.006096,
        "confidence_hi": 0.006193,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "06b158c24dbd4ca118c0e3f9ec91a85bc1a633f84af10fb577643722369aba04",
        "signature": {
          "alg": "ed25519",
          "sig": "45fc5ef8440196cd0fded9cc970cfbabef0b364bb619b35ac79187d45f981c0e3a4a960bcb7fbde43fe62bc82c988a6d857b7ad8e53534aeff97ee62cbbcf407"
        }
      },
      "receipt_sha256": "06b158c24dbd4ca118c0e3f9ec91a85bc1a633f84af10fb577643722369aba04"
    },
    {
      "storm_id": "227388",
      "lat": 43.8667,
      "lon": -72.7478,
      "motion_east": 10.5,
      "motion_south": 8.1,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0062,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1125.0,
      "ebshear": 43.0,
      "srh01": 59.0,
      "maxllaz": 0.011,
      "mesh": 0.71,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 59.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.0009
        },
        {
          "name": "alignment",
          "value": -5.2261
        },
        {
          "name": "tau",
          "value": 1.3354
        },
        {
          "name": "maxllaz",
          "value": 0.011
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5161
      },
      "coherence_score": 1.3354122638702393,
      "coherence_diagnostics": {
        "tau": 1.3354122638702393,
        "grad_tau": 0.10635994374752045,
        "torsion": 0.0,
        "alignment": -5.226086139678955,
        "S_field": 0.8884913921356201,
        "Gamma_field": 0.2654854357242584,
        "S_over_Gamma": 3.3466672897338867,
        "Da": 16.113821029663086,
        "E_coh": 0.8125617504119873,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -72.77,
              43.9
            ],
            [
              -72.71,
              43.9
            ],
            [
              -72.7,
              43.88
            ],
            [
              -72.7,
              43.84
            ],
            [
              -72.72,
              43.82
            ],
            [
              -72.77,
              43.82
            ],
            [
              -72.8,
              43.85
            ],
            [
              -72.79,
              43.89
            ],
            [
              -72.77,
              43.9
            ]
          ]
        ]
      },
      "raw_probability": 0.5161,
      "confidence_lo": 0.0061,
      "confidence_hi": 0.0062,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "096245ff9a33f94e39643868dc7e42104a346b69b680f06294ccc675e977ebee",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.5161,
        "probability": 0.006193,
        "confidence_lo": 0.006096,
        "confidence_hi": 0.006193,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c6c206c10fdd450fa1d5e6e2c60fae7d55c11efea5305259c188c9a441f074a4",
        "signature": {
          "alg": "ed25519",
          "sig": "639101d215adfd8dc7c115b85f02f6fca7d6bbe551010bde1399d1d07bb1b6e6c5d7752ef053f100d4420f582e512c5eee566123199ab8b7753419fcef55990f"
        }
      },
      "receipt_sha256": "c6c206c10fdd450fa1d5e6e2c60fae7d55c11efea5305259c188c9a441f074a4"
    },
    {
      "storm_id": "228651",
      "lat": 36.98,
      "lon": -85.5711,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0062,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3382.0,
      "ebshear": 32.0,
      "srh01": 79.0,
      "maxllaz": 0.003,
      "mesh": 0.06,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 79.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.3759
        },
        {
          "name": "alignment",
          "value": 2.9275
        },
        {
          "name": "tau",
          "value": 4.2698
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5108
      },
      "coherence_score": 4.269796848297119,
      "coherence_diagnostics": {
        "tau": 4.269796848297119,
        "grad_tau": 0.11514793336391449,
        "torsion": 0.0,
        "alignment": 2.9275050163269043,
        "S_field": 1.8186795711517334,
        "Gamma_field": 0.2813187837600708,
        "S_over_Gamma": 6.464835166931152,
        "Da": 17.594608306884766,
        "E_coh": 0.9563182592391968,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -85.59,
              37.01
            ],
            [
              -85.56,
              37.01
            ],
            [
              -85.53,
              36.99
            ],
            [
              -85.53,
              36.97
            ],
            [
              -85.55,
              36.94
            ],
            [
              -85.59,
              36.94
            ],
            [
              -85.6,
              36.95
            ],
            [
              -85.6,
              37.0
            ],
            [
              -85.59,
              37.01
            ]
          ]
        ]
      },
      "raw_probability": 0.5108,
      "confidence_lo": 0.0061,
      "confidence_hi": 0.0062,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "8fa3d42bb9f0b2ed8e5905dfc17de0a97201e546f8879e0ea638e7c04cf796e0",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.5108,
        "probability": 0.006193,
        "confidence_lo": 0.006096,
        "confidence_hi": 0.006193,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3e6ab7e581bcdade0744e179a0be72d949977c722f7255e46655603ff9279355",
        "signature": {
          "alg": "ed25519",
          "sig": "eff0d80446f2cc96fc8033f1f33649ab772dc8a5c86ca8a4ca10da42907bc42db54d7a56111905bb9172b43e7711a680fbe6a8b7db9b9c8b4afe5135db02e502"
        }
      },
      "receipt_sha256": "3e6ab7e581bcdade0744e179a0be72d949977c722f7255e46655603ff9279355"
    },
    {
      "storm_id": "228928",
      "lat": 42.7163,
      "lon": -77.69,
      "motion_east": 10.5,
      "motion_south": 3.8,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0062,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1275.0,
      "ebshear": 42.0,
      "srh01": 72.0,
      "maxllaz": 0.004,
      "mesh": 0.36,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 72.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.7509
        },
        {
          "name": "alignment",
          "value": -5.3708
        },
        {
          "name": "tau",
          "value": 1.8869
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5082
      },
      "coherence_score": 1.8868951797485352,
      "coherence_diagnostics": {
        "tau": 1.8868951797485352,
        "grad_tau": 0.29411622881889343,
        "torsion": 0.0,
        "alignment": -5.370845317840576,
        "S_field": 0.5882663130760193,
        "Gamma_field": 0.25215211510658264,
        "S_over_Gamma": 2.332981824874878,
        "Da": 15.385322570800781,
        "E_coh": 0.7357410788536072,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -77.71,
              42.74
            ],
            [
              -77.67,
              42.74
            ],
            [
              -77.66,
              42.73
            ],
            [
              -77.66,
              42.69
            ],
            [
              -77.67,
              42.68
            ],
            [
              -77.72,
              42.68
            ],
            [
              -77.72,
              42.73
            ],
            [
              -77.71,
              42.74
            ]
          ]
        ]
      },
      "raw_probability": 0.5082,
      "confidence_lo": 0.0061,
      "confidence_hi": 0.0062,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "0c3fe8efc0d83d729a42a24178c0f0fc151f30f9e613e2f5f9ee315b72bee4af",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.5082,
        "probability": 0.006193,
        "confidence_lo": 0.006096,
        "confidence_hi": 0.006193,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7786b3a5bbba090cc8accdb528d97b961f1c341b8394e82fa4f0387ea9d47482",
        "signature": {
          "alg": "ed25519",
          "sig": "87b12c5d71bf379bcc8f7d03c917832fb3817d47049ad7512dcd817b0e132c82ce4f0023b35669278b2db762e95ac36183caa0b84b99d5dcf4ed4b4aa7142301"
        }
      },
      "receipt_sha256": "7786b3a5bbba090cc8accdb528d97b961f1c341b8394e82fa4f0387ea9d47482"
    },
    {
      "storm_id": "227973",
      "lat": 42.63,
      "lon": -77.4122,
      "motion_east": 10.3,
      "motion_south": 3.6,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0062,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1227.0,
      "ebshear": 42.0,
      "srh01": 65.0,
      "maxllaz": 0.005,
      "mesh": 0.88,
      "flash_rate": 17.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 65.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.7509
        },
        {
          "name": "alignment",
          "value": -5.3708
        },
        {
          "name": "tau",
          "value": 1.8869
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5019
      },
      "coherence_score": 1.8868951797485352,
      "coherence_diagnostics": {
        "tau": 1.8868951797485352,
        "grad_tau": 0.29411622881889343,
        "torsion": 0.0,
        "alignment": -5.370845317840576,
        "S_field": 0.5882663130760193,
        "Gamma_field": 0.25215211510658264,
        "S_over_Gamma": 2.332981824874878,
        "Da": 15.385322570800781,
        "E_coh": 0.7357410788536072,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -77.43,
              42.69
            ],
            [
              -77.41,
              42.69
            ],
            [
              -77.4,
              42.68
            ],
            [
              -77.33,
              42.68
            ],
            [
              -77.31,
              42.67
            ],
            [
              -77.3,
              42.66
            ],
            [
              -77.3,
              42.61
            ],
            [
              -77.34,
              42.58
            ],
            [
              -77.36,
              42.57
            ],
            [
              -77.39,
              42.57
            ],
            [
              -77.4,
              42.56
            ],
            [
              -77.49,
              42.56
            ],
            [
              -77.51,
              42.57
            ],
            [
              -77.53,
              42.59
            ],
            [
              -77.53,
              42.63
            ],
            [
              -77.49,
              42.67
            ],
            [
              -77.47,
              42.67
            ],
            [
              -77.43,
              42.69
            ]
          ]
        ]
      },
      "raw_probability": 0.5019,
      "confidence_lo": 0.0061,
      "confidence_hi": 0.0062,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "e7b2a412afe684dc48ce610db7ef424e6e4432535c38e2b2159aac685a5fea30",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.5019,
        "probability": 0.006193,
        "confidence_lo": 0.006096,
        "confidence_hi": 0.006193,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5800340e2a0791ace7e2b26f8756eff35b6efcf370ed1ffdd7167783f54ae188",
        "signature": {
          "alg": "ed25519",
          "sig": "56839a672c343825c13e42eb71bb7801fee207a70ef47c28a86ec7f763ed6246c978726a10ea39f83c373ab53567baf3819ac5bfaf5aa2c4fd1266a8c456b502"
        }
      },
      "receipt_sha256": "5800340e2a0791ace7e2b26f8756eff35b6efcf370ed1ffdd7167783f54ae188"
    },
    {
      "storm_id": "226073",
      "lat": 37.7243,
      "lon": -86.7948,
      "motion_east": 2.6,
      "motion_south": 8.5,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0062,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 5003.0,
      "ebshear": 37.0,
      "srh01": 59.0,
      "maxllaz": 0.006,
      "mesh": 0.88,
      "flash_rate": 42.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 59.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.2509
        },
        {
          "name": "alignment",
          "value": -6.6129
        },
        {
          "name": "tau",
          "value": 3.8289
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4957
      },
      "coherence_score": 3.82886004447937,
      "coherence_diagnostics": {
        "tau": 3.82886004447937,
        "grad_tau": 0.5602899193763733,
        "torsion": 0.0,
        "alignment": -6.612911224365234,
        "S_field": 1.735857367515564,
        "Gamma_field": 0.4021521210670471,
        "S_over_Gamma": 4.31641960144043,
        "Da": 24.918437957763672,
        "E_coh": 0.8977319598197937,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 5,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -86.84,
              37.8
            ],
            [
              -86.79,
              37.8
            ],
            [
              -86.78,
              37.79
            ],
            [
              -86.67,
              37.79
            ],
            [
              -86.63,
              37.76
            ],
            [
              -86.62,
              37.73
            ],
            [
              -86.64,
              37.7
            ],
            [
              -86.66,
              37.7
            ],
            [
              -86.67,
              37.69
            ],
            [
              -86.69,
              37.7
            ],
            [
              -86.73,
              37.7
            ],
            [
              -86.74,
              37.69
            ],
            [
              -86.81,
              37.69
            ],
            [
              -86.82,
              37.68
            ],
            [
              -86.85,
              37.68
            ],
            [
              -86.88,
              37.66
            ],
            [
              -86.94,
              37.66
            ],
            [
              -86.96,
              37.68
            ],
            [
              -86.96,
              37.71
            ],
            [
              -86.95,
              37.73
            ],
            [
              -86.93,
              37.75
            ],
            [
              -86.88,
              37.77
            ],
            [
              -86.84,
              37.8
            ]
          ]
        ]
      },
      "raw_probability": 0.4957,
      "confidence_lo": 0.0061,
      "confidence_hi": 0.0062,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "a249cb7e786e5f6ab334ba7c0c5ab7a784efad4a69f3863e040da7fca10e32fb",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.4957,
        "probability": 0.006193,
        "confidence_lo": 0.006096,
        "confidence_hi": 0.006193,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b5f11f9352a6fa6847ba4716228697596b106a019ed762357cb7206ba04f7e17",
        "signature": {
          "alg": "ed25519",
          "sig": "b6829c1e6a0c1c005fb6a5a8ba720d81ec6055a1da2e86ff542619592319713bb3f850c261645d97d2e22f29ff51c4c84b8119c703ef70a4b368d8eb7ba74908"
        }
      },
      "receipt_sha256": "b5f11f9352a6fa6847ba4716228697596b106a019ed762357cb7206ba04f7e17"
    },
    {
      "storm_id": "227870",
      "lat": 42.8717,
      "lon": -77.365,
      "motion_east": 10.4,
      "motion_south": 4.5,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0062,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1131.0,
      "ebshear": 42.0,
      "srh01": 85.0,
      "maxllaz": 0.01,
      "mesh": 0.67,
      "flash_rate": 8.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 85.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.7509
        },
        {
          "name": "alignment",
          "value": -5.3708
        },
        {
          "name": "tau",
          "value": 1.8869
        },
        {
          "name": "maxllaz",
          "value": 0.01
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4908
      },
      "coherence_score": 1.8868951797485352,
      "coherence_diagnostics": {
        "tau": 1.8868951797485352,
        "grad_tau": 0.29411622881889343,
        "torsion": 0.0,
        "alignment": -5.370845317840576,
        "S_field": 0.5882663130760193,
        "Gamma_field": 0.25215211510658264,
        "S_over_Gamma": 2.332981824874878,
        "Da": 15.385322570800781,
        "E_coh": 0.7357410788536072,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -77.35,
              42.94
            ],
            [
              -77.32,
              42.94
            ],
            [
              -77.31,
              42.93
            ],
            [
              -77.27,
              42.92
            ],
            [
              -77.25,
              42.9
            ],
            [
              -77.25,
              42.86
            ],
            [
              -77.28,
              42.84
            ],
            [
              -77.33,
              42.84
            ],
            [
              -77.34,
              42.83
            ],
            [
              -77.36,
              42.83
            ],
            [
              -77.4,
              42.8
            ],
            [
              -77.46,
              42.8
            ],
            [
              -77.48,
              42.81
            ],
            [
              -77.49,
              42.83
            ],
            [
              -77.49,
              42.86
            ],
            [
              -77.43,
              42.91
            ],
            [
              -77.41,
              42.91
            ],
            [
              -77.35,
              42.94
            ]
          ]
        ]
      },
      "raw_probability": 0.4908,
      "confidence_lo": 0.0061,
      "confidence_hi": 0.0062,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "2a66630e965fba6391efa9f88e76415edc56dd8f45514b464320a68737df18f8",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.4908,
        "probability": 0.006193,
        "confidence_lo": 0.006096,
        "confidence_hi": 0.006193,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7786eed2c136a7527bbce8a989825ae8748a88a0aea55f074f0b6dec43abda7b",
        "signature": {
          "alg": "ed25519",
          "sig": "9648d5db30a3794f7a2cb500396a1f66932532ca2483658e2c4350271966dd4de81c9d15b31f9b115577f9a5e1a3b91cf854fa488dc1d308d6bf21e76d31f00d"
        }
      },
      "receipt_sha256": "7786eed2c136a7527bbce8a989825ae8748a88a0aea55f074f0b6dec43abda7b"
    },
    {
      "storm_id": "227609",
      "lat": 37.0989,
      "lon": -85.9067,
      "motion_east": 6.3,
      "motion_south": 2.1,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0062,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3932.0,
      "ebshear": 35.0,
      "srh01": 136.0,
      "maxllaz": 0.001,
      "mesh": 0.13,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 136.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.3759
        },
        {
          "name": "alignment",
          "value": 2.9275
        },
        {
          "name": "tau",
          "value": 4.2698
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4891
      },
      "coherence_score": 4.269796848297119,
      "coherence_diagnostics": {
        "tau": 4.269796848297119,
        "grad_tau": 0.11514793336391449,
        "torsion": 0.0,
        "alignment": 2.9275050163269043,
        "S_field": 1.8186795711517334,
        "Gamma_field": 0.2813187837600708,
        "S_over_Gamma": 6.464835166931152,
        "Da": 17.594608306884766,
        "E_coh": 0.9563182592391968,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -85.94,
              37.13
            ],
            [
              -85.9,
              37.13
            ],
            [
              -85.88,
              37.12
            ],
            [
              -85.87,
              37.11
            ],
            [
              -85.87,
              37.08
            ],
            [
              -85.89,
              37.06
            ],
            [
              -85.93,
              37.06
            ],
            [
              -85.94,
              37.07
            ],
            [
              -85.94,
              37.13
            ]
          ]
        ]
      },
      "raw_probability": 0.4891,
      "confidence_lo": 0.0061,
      "confidence_hi": 0.0062,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "153548c8ab9873e6b653db3a4e013a955b27ebec62e1baf0493084f23a703fbb",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.4891,
        "probability": 0.006193,
        "confidence_lo": 0.006096,
        "confidence_hi": 0.006193,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6f15658d03773601b1a0789f48fbb673ad4362d5fc1d33fcb375eccbb9e0fa76",
        "signature": {
          "alg": "ed25519",
          "sig": "3bc1642f0619a86c1d9967784d03608a83cd7844557a4c02b2662567a2d20b4ff0194d98f7b226b82f8422ab8019d81dab50ff5fc40cc4f4b831e012efbe1309"
        }
      },
      "receipt_sha256": "6f15658d03773601b1a0789f48fbb673ad4362d5fc1d33fcb375eccbb9e0fa76"
    },
    {
      "storm_id": "228522",
      "lat": 37.8928,
      "lon": -85.8203,
      "motion_east": 6.0,
      "motion_south": 3.6,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0062,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3720.0,
      "ebshear": 34.0,
      "srh01": 79.0,
      "maxllaz": 0.009,
      "mesh": 0.88,
      "flash_rate": 61.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 79.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.3759
        },
        {
          "name": "alignment",
          "value": 0.3675
        },
        {
          "name": "tau",
          "value": 3.9948
        },
        {
          "name": "maxllaz",
          "value": 0.009
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4679
      },
      "coherence_score": 3.9947638511657715,
      "coherence_diagnostics": {
        "tau": 3.9947638511657715,
        "grad_tau": 0.6951044201850891,
        "torsion": 0.0,
        "alignment": 0.36745935678482056,
        "S_field": 2.0029661655426025,
        "Gamma_field": 0.24715210497379303,
        "S_over_Gamma": 8.1041841506958,
        "Da": 15.148345947265625,
        "E_coh": 0.9765898585319519,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -85.92,
              37.94
            ],
            [
              -85.9,
              37.94
            ],
            [
              -85.89,
              37.93
            ],
            [
              -85.77,
              37.93
            ],
            [
              -85.76,
              37.94
            ],
            [
              -85.74,
              37.93
            ],
            [
              -85.73,
              37.94
            ],
            [
              -85.72,
              37.93
            ],
            [
              -85.71,
              37.94
            ],
            [
              -85.7,
              37.93
            ],
            [
              -85.61,
              37.93
            ],
            [
              -85.58,
              37.91
            ],
            [
              -85.58,
              37.88
            ],
            [
              -85.6,
              37.86
            ],
            [
              -85.62,
              37.86
            ],
            [
              -85.63,
              37.85
            ],
            [
              -85.74,
              37.85
            ],
            [
              -85.78,
              37.87
            ],
            [
              -85.8,
              37.87
            ],
            [
              -85.84,
              37.85
            ],
            [
              -85.95,
              37.85
            ],
            [
              -86.03,
              37.79
            ],
            [
              -86.06,
              37.79
            ],
            [
              -86.1,
              37.83
            ],
            [
              -86.1,
              37.86
            ],
            [
              -86.08,
              37.89
            ],
            [
              -86.0,
              37.93
            ],
            [
              -85.93,
              37.93
            ],
            [
              -85.92,
              37.94
            ]
          ]
        ]
      },
      "raw_probability": 0.4679,
      "confidence_lo": 0.0061,
      "confidence_hi": 0.0062,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "f3222f75e9ec25449e08fcd0becf219050d69897a8d5fdec1bff190ded498069",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.4679,
        "probability": 0.006193,
        "confidence_lo": 0.006096,
        "confidence_hi": 0.006193,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "32de28d0d7f05c0a7d7fb86cb95508099e8ac2eb28445269fce8625f6b599bdf",
        "signature": {
          "alg": "ed25519",
          "sig": "8e32c47806925a9359c8f34c94965fa4be9ccfc40ee25033d49d3d450185c7f0e881c56cfc59e2e0f8d6ca6a7af7caee9074ebe256ac13c4527e6c58713ac902"
        }
      },
      "receipt_sha256": "32de28d0d7f05c0a7d7fb86cb95508099e8ac2eb28445269fce8625f6b599bdf"
    },
    {
      "storm_id": "225515",
      "lat": 37.9671,
      "lon": -84.2079,
      "motion_east": 6.4,
      "motion_south": 5.7,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0062,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1600.0,
      "ebshear": 38.0,
      "srh01": 95.0,
      "maxllaz": 0.006,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 95.0
        },
        {
          "name": "hrrr_pwat",
          "value": 56.7509
        },
        {
          "name": "alignment",
          "value": 3.6082
        },
        {
          "name": "tau",
          "value": 2.4196
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4638
      },
      "coherence_score": 2.419597625732422,
      "coherence_diagnostics": {
        "tau": 2.419597625732422,
        "grad_tau": 1.2173880338668823,
        "torsion": 0.0,
        "alignment": 3.6081786155700684,
        "S_field": 0.41927701234817505,
        "Gamma_field": 0.8413188457489014,
        "S_over_Gamma": 0.4983568489551544,
        "Da": 47.82161331176758,
        "E_coh": 0.1634840965270996,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 6,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.18,
              38.04
            ],
            [
              -84.16,
              38.04
            ],
            [
              -84.12,
              38.02
            ],
            [
              -84.12,
              37.96
            ],
            [
              -84.17,
              37.94
            ],
            [
              -84.21,
              37.9
            ],
            [
              -84.25,
              37.88
            ],
            [
              -84.27,
              37.88
            ],
            [
              -84.29,
              37.9
            ],
            [
              -84.29,
              37.92
            ],
            [
              -84.27,
              37.96
            ],
            [
              -84.21,
              38.03
            ],
            [
              -84.19,
              38.03
            ],
            [
              -84.18,
              38.04
            ]
          ]
        ]
      },
      "raw_probability": 0.4638,
      "confidence_lo": 0.0061,
      "confidence_hi": 0.0062,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "0144e417cc703af469eed737b0db670cb0bcf42987e1233639e20f1affc31c10",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.4638,
        "probability": 0.006193,
        "confidence_lo": 0.006096,
        "confidence_hi": 0.006193,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "05243f87f14af05054149d70e1c0c65beaa4ce3870ff19413cb305c88a891e27",
        "signature": {
          "alg": "ed25519",
          "sig": "c87d320efc8d3fe2040d1eee7513be03e7e3166a6a39dcccd2f1a1d2ebaa14b3b58ef526c518a19d791966c60a4476d93b306489eb0513334cfb8b5d4838a70c"
        }
      },
      "receipt_sha256": "05243f87f14af05054149d70e1c0c65beaa4ce3870ff19413cb305c88a891e27"
    },
    {
      "storm_id": "228418",
      "lat": 38.0892,
      "lon": -88.4885,
      "motion_east": 2.1,
      "motion_south": 2.8,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0062,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3786.0,
      "ebshear": 46.0,
      "srh01": 54.0,
      "maxllaz": 0.005,
      "mesh": 0.44,
      "flash_rate": 18.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 54.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.6259
        },
        {
          "name": "alignment",
          "value": -8.4557
        },
        {
          "name": "tau",
          "value": 3.4457
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4444
      },
      "coherence_score": 3.445709228515625,
      "coherence_diagnostics": {
        "tau": 3.445709228515625,
        "grad_tau": 0.6927364468574524,
        "torsion": 0.0,
        "alignment": -8.455704689025879,
        "S_field": 1.4790654182434082,
        "Gamma_field": 0.392985463142395,
        "S_over_Gamma": 3.763664484024048,
        "Da": 23.94044303894043,
        "E_coh": 0.8499050140380859,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -88.54,
              38.16
            ],
            [
              -88.5,
              38.14
            ],
            [
              -88.47,
              38.14
            ],
            [
              -88.45,
              38.12
            ],
            [
              -88.42,
              38.11
            ],
            [
              -88.38,
              38.06
            ],
            [
              -88.39,
              38.02
            ],
            [
              -88.42,
              38.0
            ],
            [
              -88.48,
              38.0
            ],
            [
              -88.56,
              38.04
            ],
            [
              -88.6,
              38.08
            ],
            [
              -88.6,
              38.13
            ],
            [
              -88.54,
              38.16
            ]
          ]
        ]
      },
      "raw_probability": 0.4444,
      "confidence_lo": 0.0061,
      "confidence_hi": 0.0062,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "de2bf66d22d616485af1dadd19f3899880d48619884e80c319db0ebc880b611a",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.4444,
        "probability": 0.006193,
        "confidence_lo": 0.006096,
        "confidence_hi": 0.006193,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "52768166b1449e028fcf7725dc035490deea35db6a0b216e5ffdc962423acdd7",
        "signature": {
          "alg": "ed25519",
          "sig": "488f990999fcfbc0d2751bba714aacc5ae96c4d122980256b7eb053b3194b28deca23d428e412ba979fd372d4b4002347f9ea47eba80bd63da65da312c338c0c"
        }
      },
      "receipt_sha256": "52768166b1449e028fcf7725dc035490deea35db6a0b216e5ffdc962423acdd7"
    },
    {
      "storm_id": "228868",
      "lat": 38.2322,
      "lon": -88.9311,
      "motion_east": 3.1,
      "motion_south": 2.6,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0062,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4585.0,
      "ebshear": 46.0,
      "srh01": 38.0,
      "maxllaz": 0.004,
      "mesh": 0.53,
      "flash_rate": 15.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 38.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.6259
        },
        {
          "name": "alignment",
          "value": -8.4557
        },
        {
          "name": "tau",
          "value": 3.4457
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4429
      },
      "coherence_score": 3.445709228515625,
      "coherence_diagnostics": {
        "tau": 3.445709228515625,
        "grad_tau": 0.6927364468574524,
        "torsion": 0.0,
        "alignment": -8.455704689025879,
        "S_field": 1.4790654182434082,
        "Gamma_field": 0.392985463142395,
        "S_over_Gamma": 3.763664484024048,
        "Da": 23.94044303894043,
        "E_coh": 0.8499050140380859,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -88.94,
              38.28
            ],
            [
              -88.92,
              38.27
            ],
            [
              -88.88,
              38.23
            ],
            [
              -88.88,
              38.21
            ],
            [
              -88.92,
              38.18
            ],
            [
              -88.94,
              38.18
            ],
            [
              -88.98,
              38.21
            ],
            [
              -88.98,
              38.25
            ],
            [
              -88.94,
              38.28
            ]
          ]
        ]
      },
      "raw_probability": 0.4429,
      "confidence_lo": 0.0061,
      "confidence_hi": 0.0062,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "7964401be8930cb4e12721f1559514cc18feeb018bef262f966340be1b7be809",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.4429,
        "probability": 0.006193,
        "confidence_lo": 0.006096,
        "confidence_hi": 0.006193,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8ad9c17fcc501b3d093b689d72ebb1b63ac954cbb41a28dda21df936f790e7a4",
        "signature": {
          "alg": "ed25519",
          "sig": "0bf148d9378fd5e362cb89dc92046837335fabfae8c71dcdf2591e2785ec8744b35ab2157b1c4644091d42937067e2ec9863690170c4aec44eaf0b52cec22500"
        }
      },
      "receipt_sha256": "8ad9c17fcc501b3d093b689d72ebb1b63ac954cbb41a28dda21df936f790e7a4"
    },
    {
      "storm_id": "224615",
      "lat": 43.8459,
      "lon": -72.9947,
      "motion_east": 10.8,
      "motion_south": 8.4,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0062,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1280.0,
      "ebshear": 43.0,
      "srh01": 77.0,
      "maxllaz": 0.018,
      "mesh": 0.84,
      "flash_rate": 16.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 77.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.0009
        },
        {
          "name": "alignment",
          "value": -5.2261
        },
        {
          "name": "tau",
          "value": 1.3354
        },
        {
          "name": "maxllaz",
          "value": 0.018
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4367
      },
      "coherence_score": 1.3354122638702393,
      "coherence_diagnostics": {
        "tau": 1.3354122638702393,
        "grad_tau": 0.10635994374752045,
        "torsion": 0.0,
        "alignment": -5.226086139678955,
        "S_field": 0.8884913921356201,
        "Gamma_field": 0.2654854357242584,
        "S_over_Gamma": 3.3466672897338867,
        "Da": 16.113821029663086,
        "E_coh": 0.8125617504119873,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 7,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -72.97,
              43.93
            ],
            [
              -72.94,
              43.93
            ],
            [
              -72.93,
              43.92
            ],
            [
              -72.93,
              43.89
            ],
            [
              -72.92,
              43.88
            ],
            [
              -72.92,
              43.87
            ],
            [
              -72.95,
              43.83
            ],
            [
              -72.95,
              43.77
            ],
            [
              -72.99,
              43.73
            ],
            [
              -73.05,
              43.73
            ],
            [
              -73.1,
              43.77
            ],
            [
              -73.1,
              43.8
            ],
            [
              -73.07,
              43.83
            ],
            [
              -73.06,
              43.83
            ],
            [
              -73.04,
              43.85
            ],
            [
              -73.02,
              43.89
            ],
            [
              -72.97,
              43.93
            ]
          ]
        ]
      },
      "raw_probability": 0.4367,
      "confidence_lo": 0.0061,
      "confidence_hi": 0.0062,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "99c27b2ff8f10d914f799243ba56a8e4f97d8572614206adea4312676dbd074d",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.4367,
        "probability": 0.006193,
        "confidence_lo": 0.006096,
        "confidence_hi": 0.006193,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9d7c1db78ece6cd624dec87d9b8d207a49bd33627d4dcc54b9163df9aa536adc",
        "signature": {
          "alg": "ed25519",
          "sig": "8047eb83b08a22dbbb723d181fa2202552ccc74840c7d6dc0bbc3d4f039192a611189ae2d81bf92a40db5eb9863b5535833073385fc3dfc5e086d99e2149e202"
        }
      },
      "receipt_sha256": "9d7c1db78ece6cd624dec87d9b8d207a49bd33627d4dcc54b9163df9aa536adc"
    },
    {
      "storm_id": "228148",
      "lat": 38.1646,
      "lon": -89.12,
      "motion_east": 3.6,
      "motion_south": 1.7,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0062,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4392.0,
      "ebshear": 41.0,
      "srh01": 58.0,
      "maxllaz": 0.005,
      "mesh": 1.03,
      "flash_rate": 42.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 58.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.6259
        },
        {
          "name": "alignment",
          "value": -8.4557
        },
        {
          "name": "tau",
          "value": 3.4457
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4359
      },
      "coherence_score": 3.445709228515625,
      "coherence_diagnostics": {
        "tau": 3.445709228515625,
        "grad_tau": 0.6927364468574524,
        "torsion": 0.0,
        "alignment": -8.455704689025879,
        "S_field": 1.4790654182434082,
        "Gamma_field": 0.392985463142395,
        "S_over_Gamma": 3.763664484024048,
        "Da": 23.94044303894043,
        "E_coh": 0.8499050140380859,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -89.13,
              38.24
            ],
            [
              -89.11,
              38.23
            ],
            [
              -89.08,
              38.23
            ],
            [
              -89.02,
              38.17
            ],
            [
              -89.03,
              38.13
            ],
            [
              -89.06,
              38.11
            ],
            [
              -89.1,
              38.11
            ],
            [
              -89.11,
              38.1
            ],
            [
              -89.19,
              38.1
            ],
            [
              -89.21,
              38.12
            ],
            [
              -89.21,
              38.15
            ],
            [
              -89.18,
              38.21
            ],
            [
              -89.13,
              38.24
            ]
          ]
        ]
      },
      "raw_probability": 0.4359,
      "confidence_lo": 0.0061,
      "confidence_hi": 0.0062,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "905fda4007fc9ac3eb934eb282d0c0a7204f1da8da01a584a6632b7201da3f41",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.4359,
        "probability": 0.006193,
        "confidence_lo": 0.006096,
        "confidence_hi": 0.006193,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "748df58d2adad8d28f7ef0ab4addde5acff0f1cb940f4c18e1e7bd67229aebb8",
        "signature": {
          "alg": "ed25519",
          "sig": "6381500a77aa062c529088be55f3d7c6cec1146db43b6b3a71ad0c6d6cd7d9e3fbacb982cdb4c7e0b0b4aa3ce2d69815601db2d63590217edcf96e5271808802"
        }
      },
      "receipt_sha256": "748df58d2adad8d28f7ef0ab4addde5acff0f1cb940f4c18e1e7bd67229aebb8"
    },
    {
      "storm_id": "227490",
      "lat": 41.4722,
      "lon": -80.9978,
      "motion_east": 7.0,
      "motion_south": 1.5,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0062,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 951.0,
      "ebshear": 40.0,
      "srh01": 133.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 133.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.6259
        },
        {
          "name": "alignment",
          "value": 5.7531
        },
        {
          "name": "tau",
          "value": 1.6649
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4345
      },
      "coherence_score": 1.664937138557434,
      "coherence_diagnostics": {
        "tau": 1.664937138557434,
        "grad_tau": 0.4295441210269928,
        "torsion": 0.0,
        "alignment": 5.753076076507568,
        "S_field": 0.4218596816062927,
        "Gamma_field": 0.21131877601146698,
        "S_over_Gamma": 1.9963189363479614,
        "Da": 13.47053050994873,
        "E_coh": 0.46917998790740967,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.01,
              41.51
            ],
            [
              -80.99,
              41.51
            ],
            [
              -80.95,
              41.48
            ],
            [
              -80.95,
              41.45
            ],
            [
              -80.97,
              41.43
            ],
            [
              -81.02,
              41.43
            ],
            [
              -81.04,
              41.44
            ],
            [
              -81.04,
              41.49
            ],
            [
              -81.01,
              41.51
            ]
          ]
        ]
      },
      "raw_probability": 0.4345,
      "confidence_lo": 0.0061,
      "confidence_hi": 0.0062,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "d73a7ed3e84e8b681037d8a92bc51c1f448d98657d8c281b888053f4b79d1be6",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.4345,
        "probability": 0.006193,
        "confidence_lo": 0.006096,
        "confidence_hi": 0.006193,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1c535bbd567494fa072d4aaf743798f0894c5d0cb31cd33ccfdaf81328bd1cd5",
        "signature": {
          "alg": "ed25519",
          "sig": "d3d9d52f98db67ad8ec85cba06201166a621855f28f7dc380ebf807fefee183c07c8ebd0a7bc60307ccb570af9290a60b7e69f53d2c5e3b6e8e25d3bffa23100"
        }
      },
      "receipt_sha256": "1c535bbd567494fa072d4aaf743798f0894c5d0cb31cd33ccfdaf81328bd1cd5"
    },
    {
      "storm_id": "228971",
      "lat": 42.9288,
      "lon": -82.1437,
      "motion_east": 5.9,
      "motion_south": 2.0,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0062,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2108.0,
      "ebshear": 44.0,
      "srh01": 113.0,
      "maxllaz": 0.003,
      "mesh": 0.05,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 113.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.8759
        },
        {
          "name": "alignment",
          "value": 2.671
        },
        {
          "name": "tau",
          "value": 1.8977
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.425
      },
      "coherence_score": 1.8977394104003906,
      "coherence_diagnostics": {
        "tau": 1.8977394104003906,
        "grad_tau": 0.17156019806861877,
        "torsion": 0.0,
        "alignment": 2.6710238456726074,
        "S_field": 0.8437266945838928,
        "Gamma_field": 0.2646521031856537,
        "S_over_Gamma": 3.1880595684051514,
        "Da": 16.345739364624023,
        "E_coh": 0.8478367328643799,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -82.17,
              42.96
            ],
            [
              -82.09,
              42.96
            ],
            [
              -82.09,
              42.91
            ],
            [
              -82.13,
              42.9
            ],
            [
              -82.14,
              42.89
            ],
            [
              -82.18,
              42.9
            ],
            [
              -82.18,
              42.95
            ],
            [
              -82.17,
              42.96
            ]
          ]
        ]
      },
      "raw_probability": 0.425,
      "confidence_lo": 0.0061,
      "confidence_hi": 0.0062,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "d4271777bb033bdda44896f5692ea447a448f2853a522a8d60cc975d3226584b",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.425,
        "probability": 0.006193,
        "confidence_lo": 0.006096,
        "confidence_hi": 0.006193,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "081d6277a23c1ccdfa69d35d69f9b050f7f0c985aef248f2be2ea00b5e9ba981",
        "signature": {
          "alg": "ed25519",
          "sig": "92e03d0e3eaabc8e822c13e66ba96dad5166a2cf20549d0c462dab369a861f097c9fd136df0fec7707968737e86dcc82127fb034bcba991f2b8bb94b31505e01"
        }
      },
      "receipt_sha256": "081d6277a23c1ccdfa69d35d69f9b050f7f0c985aef248f2be2ea00b5e9ba981"
    },
    {
      "storm_id": "228608",
      "lat": 38.0283,
      "lon": -83.7278,
      "motion_east": 11.8,
      "motion_south": 10.1,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0062,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1531.0,
      "ebshear": 35.0,
      "srh01": 58.0,
      "maxllaz": 0.006,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 58.0
        },
        {
          "name": "hrrr_pwat",
          "value": 56.7509
        },
        {
          "name": "alignment",
          "value": 3.6082
        },
        {
          "name": "tau",
          "value": 2.4196
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4243
      },
      "coherence_score": 2.419597625732422,
      "coherence_diagnostics": {
        "tau": 2.419597625732422,
        "grad_tau": 1.2173880338668823,
        "torsion": 0.0,
        "alignment": 3.6081786155700684,
        "S_field": 0.41927701234817505,
        "Gamma_field": 0.8413188457489014,
        "S_over_Gamma": 0.4983568489551544,
        "Da": 47.82161331176758,
        "E_coh": 0.1634840965270996,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.72,
              38.13
            ],
            [
              -83.67,
              38.13
            ],
            [
              -83.66,
              38.12
            ],
            [
              -83.65,
              38.1
            ],
            [
              -83.65,
              38.04
            ],
            [
              -83.64,
              38.03
            ],
            [
              -83.65,
              37.99
            ],
            [
              -83.68,
              37.96
            ],
            [
              -83.73,
              37.96
            ],
            [
              -83.74,
              37.97
            ],
            [
              -83.77,
              37.97
            ],
            [
              -83.78,
              37.98
            ],
            [
              -83.79,
              37.97
            ],
            [
              -83.81,
              37.98
            ],
            [
              -83.82,
              37.99
            ],
            [
              -83.81,
              38.01
            ],
            [
              -83.81,
              38.05
            ],
            [
              -83.72,
              38.13
            ]
          ]
        ]
      },
      "raw_probability": 0.4243,
      "confidence_lo": 0.0061,
      "confidence_hi": 0.0062,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "01a57b9e1554362da6b92485d16933cf30331dabb1a54c6fcf427abfbcaaf0d4",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.4243,
        "probability": 0.006193,
        "confidence_lo": 0.006096,
        "confidence_hi": 0.006193,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "27e9e39d6c730e49b37f151b275bcc7630a561749061466b94b4bd058efcb44a",
        "signature": {
          "alg": "ed25519",
          "sig": "68cd687e6cf3f452dee2b77b83f658d77a921fec96051f65033681ca2924231bda0b980030263cac2d315466c1f848e37ecc00bdde4188e00df1d29ff5a9520e"
        }
      },
      "receipt_sha256": "27e9e39d6c730e49b37f151b275bcc7630a561749061466b94b4bd058efcb44a"
    },
    {
      "storm_id": "228001",
      "lat": 41.7158,
      "lon": -81.04,
      "motion_east": 7.4,
      "motion_south": 1.3,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0054,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1115.0,
      "ebshear": 41.0,
      "srh01": 141.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 141.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.7509
        },
        {
          "name": "alignment",
          "value": -1.5321
        },
        {
          "name": "tau",
          "value": 1.9625
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4128
      },
      "coherence_score": 1.9624699354171753,
      "coherence_diagnostics": {
        "tau": 1.9624699354171753,
        "grad_tau": 0.21298225224018097,
        "torsion": 0.0,
        "alignment": -1.5321394205093384,
        "S_field": 0.6436203718185425,
        "Gamma_field": 0.26048544049263,
        "S_over_Gamma": 2.4708497524261475,
        "Da": 16.457378387451172,
        "E_coh": 0.825728178024292,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.05,
              41.79
            ],
            [
              -81.02,
              41.79
            ],
            [
              -81.0,
              41.77
            ],
            [
              -81.0,
              41.73
            ],
            [
              -80.99,
              41.72
            ],
            [
              -80.99,
              41.63
            ],
            [
              -81.03,
              41.61
            ],
            [
              -81.08,
              41.62
            ],
            [
              -81.11,
              41.66
            ],
            [
              -81.1,
              41.72
            ],
            [
              -81.06,
              41.76
            ],
            [
              -81.05,
              41.79
            ]
          ]
        ]
      },
      "raw_probability": 0.4128,
      "confidence_lo": 0.0051,
      "confidence_hi": 0.0054,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "70c82328c66bd4657bf43996820c148fdbba367b10d8d4a790cac3d0d1be7a8e",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.4128,
        "probability": 0.005441,
        "confidence_lo": 0.005054,
        "confidence_hi": 0.005443,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "923abccc208dd3aac37e7369167822126539663bd1c2fd49921e1d239e117feb",
        "signature": {
          "alg": "ed25519",
          "sig": "11df686eb47f385eb8d5161f07b672113cf879f16e2b25fd761b20699b5d111d3bd26b1e27143a8fc372135e298a0b9d60d59aa2654b47f2fe60373985f91c08"
        }
      },
      "receipt_sha256": "923abccc208dd3aac37e7369167822126539663bd1c2fd49921e1d239e117feb"
    },
    {
      "storm_id": "228862",
      "lat": 42.7471,
      "lon": -78.4086,
      "motion_east": 8.5,
      "motion_south": 1.4,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0054,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1400.0,
      "ebshear": 43.0,
      "srh01": 74.0,
      "maxllaz": 0.006,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 74.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.7509
        },
        {
          "name": "alignment",
          "value": -2.0033
        },
        {
          "name": "tau",
          "value": 2.0509
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4059
      },
      "coherence_score": 2.0508570671081543,
      "coherence_diagnostics": {
        "tau": 2.0508570671081543,
        "grad_tau": 0.17958679795265198,
        "torsion": 0.0,
        "alignment": -2.003345012664795,
        "S_field": 0.8668495416641235,
        "Gamma_field": 0.24131876230239868,
        "S_over_Gamma": 3.592134952545166,
        "Da": 14.909671783447266,
        "E_coh": 0.8594090938568115,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -78.45,
              42.79
            ],
            [
              -78.37,
              42.79
            ],
            [
              -78.35,
              42.77
            ],
            [
              -78.35,
              42.69
            ],
            [
              -78.44,
              42.69
            ],
            [
              -78.45,
              42.71
            ],
            [
              -78.45,
              42.79
            ]
          ]
        ]
      },
      "raw_probability": 0.4059,
      "confidence_lo": 0.0051,
      "confidence_hi": 0.0054,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "ddf879e98204a584ac3d0fa8a38637449027d9f3835651f1dd06ed94ea1b2127",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.4059,
        "probability": 0.005441,
        "confidence_lo": 0.005054,
        "confidence_hi": 0.005443,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "53936f2efaeaf3b060d967c2cc0f8cd7a290d390835e3804f3377e42e9251b77",
        "signature": {
          "alg": "ed25519",
          "sig": "b45e1b983c4320d44042e1134dcb9037b49f983d33b8f7ec58383fc02734176becb2ac748bb07d7da241eac8685ec4220f4c90f256ab2f26d9bf9344e0fe7407"
        }
      },
      "receipt_sha256": "53936f2efaeaf3b060d967c2cc0f8cd7a290d390835e3804f3377e42e9251b77"
    },
    {
      "storm_id": "228930",
      "lat": 41.2927,
      "lon": -81.08,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.004,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 968.0,
      "ebshear": 39.0,
      "srh01": 101.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 101.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.6259
        },
        {
          "name": "alignment",
          "value": 5.7531
        },
        {
          "name": "tau",
          "value": 1.6649
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3858
      },
      "coherence_score": 1.664937138557434,
      "coherence_diagnostics": {
        "tau": 1.664937138557434,
        "grad_tau": 0.4295441210269928,
        "torsion": 0.0,
        "alignment": 5.753076076507568,
        "S_field": 0.4218596816062927,
        "Gamma_field": 0.21131877601146698,
        "S_over_Gamma": 1.9963189363479614,
        "Da": 13.47053050994873,
        "E_coh": 0.46917998790740967,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.1,
              41.33
            ],
            [
              -81.05,
              41.33
            ],
            [
              -81.04,
              41.32
            ],
            [
              -81.04,
              41.29
            ],
            [
              -81.06,
              41.25
            ],
            [
              -81.07,
              41.26
            ],
            [
              -81.08,
              41.25
            ],
            [
              -81.1,
              41.25
            ],
            [
              -81.12,
              41.29
            ],
            [
              -81.12,
              41.32
            ],
            [
              -81.1,
              41.33
            ]
          ]
        ]
      },
      "raw_probability": 0.3858,
      "confidence_lo": 0.003,
      "confidence_hi": 0.004,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "9745e48c87c09d041c137c1a24c202256bcacfe86906536c84c291dee6d80005",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.3858,
        "probability": 0.004034,
        "confidence_lo": 0.003025,
        "confidence_hi": 0.004038,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3ae7be2f71e03d49f2917cdd0c047797eefe8f8557c367decb2f56aca92f4339",
        "signature": {
          "alg": "ed25519",
          "sig": "e32d6134086f6f9a41b7b8d7f83027852bd241eaf25f95202c720c0c260b06a910016cc50224bede8abe0b3ac500721c5d7bebc502308c27dca892fe2eb57304"
        }
      },
      "receipt_sha256": "3ae7be2f71e03d49f2917cdd0c047797eefe8f8557c367decb2f56aca92f4339"
    },
    {
      "storm_id": "226302",
      "lat": 43.5217,
      "lon": -79.4528,
      "motion_east": 6.6,
      "motion_south": 3.0,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0031,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1038.0,
      "ebshear": 38.0,
      "srh01": 127.0,
      "maxllaz": 0.005,
      "mesh": 0.16,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 127.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.2509
        },
        {
          "name": "alignment",
          "value": -0.3435
        },
        {
          "name": "tau",
          "value": 1.8198
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3647
      },
      "coherence_score": 1.8197572231292725,
      "coherence_diagnostics": {
        "tau": 1.8197572231292725,
        "grad_tau": 0.37713414430618286,
        "torsion": 0.0,
        "alignment": -0.34350648522377014,
        "S_field": 0.7477643489837646,
        "Gamma_field": 0.24048544466495514,
        "S_over_Gamma": 3.1093955039978027,
        "Da": 14.369163513183594,
        "E_coh": 0.8728682398796082,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 5,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -79.5,
              43.58
            ],
            [
              -79.36,
              43.58
            ],
            [
              -79.35,
              43.57
            ],
            [
              -79.32,
              43.57
            ],
            [
              -79.31,
              43.56
            ],
            [
              -79.31,
              43.5
            ],
            [
              -79.33,
              43.49
            ],
            [
              -79.47,
              43.49
            ],
            [
              -79.48,
              43.5
            ],
            [
              -79.5,
              43.5
            ],
            [
              -79.52,
              43.49
            ],
            [
              -79.54,
              43.47
            ],
            [
              -79.54,
              43.46
            ],
            [
              -79.55,
              43.46
            ],
            [
              -79.55,
              43.5
            ],
            [
              -79.51,
              43.53
            ],
            [
              -79.51,
              43.56
            ],
            [
              -79.5,
              43.58
            ]
          ]
        ]
      },
      "raw_probability": 0.3647,
      "confidence_lo": 0.003,
      "confidence_hi": 0.0031,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "cc3804c9d7637804f07b4cc051b9a4f35731ca2e3f4152afc7656ef73c45fa1e",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.3647,
        "probability": 0.003107,
        "confidence_lo": 0.003025,
        "confidence_hi": 0.003107,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "642f1de02710d9d19974d061dd29a508565124acbd958b0ad27916976d27fafc",
        "signature": {
          "alg": "ed25519",
          "sig": "f29724532ba4d0eddb5c4966207f5099c6e4cd9abb9d57a1386a6871f715f560e1124cdd083c90616c35f98791aafaf7dfcef945df6e03c9c4878516915d7e0d"
        }
      },
      "receipt_sha256": "642f1de02710d9d19974d061dd29a508565124acbd958b0ad27916976d27fafc"
    },
    {
      "storm_id": "227125",
      "lat": 31.1925,
      "lon": -83.135,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0031,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2560.0,
      "ebshear": 21.0,
      "srh01": 78.0,
      "maxllaz": 0.003,
      "mesh": 0.09,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 78.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.5009
        },
        {
          "name": "alignment",
          "value": 3.1337
        },
        {
          "name": "tau",
          "value": 4.3593
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3567
      },
      "coherence_score": 4.359276294708252,
      "coherence_diagnostics": {
        "tau": 4.359276294708252,
        "grad_tau": 0.2841476500034332,
        "torsion": 0.0,
        "alignment": 3.133655548095703,
        "S_field": 1.4878065586090088,
        "Gamma_field": 0.2971521019935608,
        "S_over_Gamma": 5.006885528564453,
        "Da": 19.21735191345215,
        "E_coh": 0.8850709199905396,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.15,
              31.22
            ],
            [
              -83.12,
              31.22
            ],
            [
              -83.11,
              31.21
            ],
            [
              -83.11,
              31.17
            ],
            [
              -83.12,
              31.16
            ],
            [
              -83.15,
              31.16
            ],
            [
              -83.17,
              31.18
            ],
            [
              -83.15,
              31.22
            ]
          ]
        ]
      },
      "raw_probability": 0.3567,
      "confidence_lo": 0.003,
      "confidence_hi": 0.0031,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "af70de437deeb5e7b708fd60628bb1f5dd353426217449e0d4326d04f2b0d026",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.3567,
        "probability": 0.003107,
        "confidence_lo": 0.003025,
        "confidence_hi": 0.003107,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "71bc4fdc0c02cdb774e5beb08bdd70e913fd0c9d8c44fbcff99019a0dfd94d8e",
        "signature": {
          "alg": "ed25519",
          "sig": "2002d91bbc93b5131b617285b4ea0db5cefd9b2edf17e599a40229acdad51e242c6e31247fb8f4c29c661bc9c4f387cae97c0707e57a58e82cb8cf59f508d30d"
        }
      },
      "receipt_sha256": "71bc4fdc0c02cdb774e5beb08bdd70e913fd0c9d8c44fbcff99019a0dfd94d8e"
    },
    {
      "storm_id": "225443",
      "lat": 43.3433,
      "lon": -79.8633,
      "motion_east": 7.7,
      "motion_south": 3.5,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0031,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1831.0,
      "ebshear": 41.0,
      "srh01": 99.0,
      "maxllaz": 0.007,
      "mesh": 0.3,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 99.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.2509
        },
        {
          "name": "alignment",
          "value": -0.3435
        },
        {
          "name": "tau",
          "value": 1.8198
        },
        {
          "name": "maxllaz",
          "value": 0.007
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3515
      },
      "coherence_score": 1.8197572231292725,
      "coherence_diagnostics": {
        "tau": 1.8197572231292725,
        "grad_tau": 0.37713414430618286,
        "torsion": 0.0,
        "alignment": -0.34350648522377014,
        "S_field": 0.7477643489837646,
        "Gamma_field": 0.24048544466495514,
        "S_over_Gamma": 3.1093955039978027,
        "Da": 14.369163513183594,
        "E_coh": 0.8728682398796082,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 6,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -79.89,
              43.38
            ],
            [
              -79.83,
              43.38
            ],
            [
              -79.82,
              43.37
            ],
            [
              -79.82,
              43.32
            ],
            [
              -79.85,
              43.3
            ],
            [
              -79.88,
              43.3
            ],
            [
              -79.9,
              43.32
            ],
            [
              -79.89,
              43.34
            ],
            [
              -79.89,
              43.38
            ]
          ]
        ]
      },
      "raw_probability": 0.3515,
      "confidence_lo": 0.003,
      "confidence_hi": 0.0031,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "58191c7e40ae3e4fdcc71916b820f8b5341a96114f74b4bef8737bcc4d4b8c55",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.3515,
        "probability": 0.003107,
        "confidence_lo": 0.003025,
        "confidence_hi": 0.003107,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e9f5a38177aa8e82e2a21ad57cd980aa69adadfcffd2d404a77cfc0f0f1812d8",
        "signature": {
          "alg": "ed25519",
          "sig": "874cb13a48f841caff99013ce52f4d4e918f69f5a80ea7eb800a8097ed988463c506028678d600924be035947a20397695a3df2e36f456d7eef441379fa87603"
        }
      },
      "receipt_sha256": "e9f5a38177aa8e82e2a21ad57cd980aa69adadfcffd2d404a77cfc0f0f1812d8"
    },
    {
      "storm_id": "226518",
      "lat": 44.3214,
      "lon": -75.2929,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0031,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1370.0,
      "ebshear": 43.0,
      "srh01": 85.0,
      "maxllaz": 0.002,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 85.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.0009
        },
        {
          "name": "alignment",
          "value": -1.4134
        },
        {
          "name": "tau",
          "value": 1.4237
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.342
      },
      "coherence_score": 1.4236500263214111,
      "coherence_diagnostics": {
        "tau": 1.4236500263214111,
        "grad_tau": 0.1102885901927948,
        "torsion": 0.0,
        "alignment": -1.413417935371399,
        "S_field": 0.6424694657325745,
        "Gamma_field": 0.3596521317958832,
        "S_over_Gamma": 1.7863636016845703,
        "Da": 21.753875732421875,
        "E_coh": 0.6710822582244873,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 4,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -75.32,
              44.35
            ],
            [
              -75.27,
              44.35
            ],
            [
              -75.26,
              44.34
            ],
            [
              -75.26,
              44.3
            ],
            [
              -75.29,
              44.27
            ],
            [
              -75.33,
              44.29
            ],
            [
              -75.32,
              44.35
            ]
          ]
        ]
      },
      "raw_probability": 0.342,
      "confidence_lo": 0.003,
      "confidence_hi": 0.0031,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "8fb98fef71c72714c9c1ce059f2a385b130b49f8db8ab853d7d16e945ac3589b",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.342,
        "probability": 0.003107,
        "confidence_lo": 0.003025,
        "confidence_hi": 0.003107,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "65e6edeaa3dd25a3e4ec0a28f8b152e478c3400c4a37d55a01b99c1c4f4aac14",
        "signature": {
          "alg": "ed25519",
          "sig": "be0e3d70af7f7e270ef74c514444a20607afd31083e1b04b0e1fc1b1a41cc110a7b83b159746704d7c40dce4aaf81b65e22dde260d982ddc02c3ee25c9ebb302"
        }
      },
      "receipt_sha256": "65e6edeaa3dd25a3e4ec0a28f8b152e478c3400c4a37d55a01b99c1c4f4aac14"
    },
    {
      "storm_id": "228976",
      "lat": 37.8578,
      "lon": -85.3856,
      "motion_east": 6.1,
      "motion_south": 3.4,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0031,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3368.0,
      "ebshear": 46.0,
      "srh01": 62.0,
      "maxllaz": 0.003,
      "mesh": 0.29,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 62.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.8759
        },
        {
          "name": "alignment",
          "value": -0.2317
        },
        {
          "name": "tau",
          "value": 3.9898
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3407
      },
      "coherence_score": 3.98982572555542,
      "coherence_diagnostics": {
        "tau": 3.98982572555542,
        "grad_tau": 0.8271057605743408,
        "torsion": 0.0,
        "alignment": -0.2316933274269104,
        "S_field": 2.2484002113342285,
        "Gamma_field": 0.2979854643344879,
        "S_over_Gamma": 7.545335292816162,
        "Da": 18.613327026367188,
        "E_coh": 0.9945334792137146,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -85.4,
              37.89
            ],
            [
              -85.37,
              37.89
            ],
            [
              -85.35,
              37.87
            ],
            [
              -85.36,
              37.83
            ],
            [
              -85.37,
              37.82
            ],
            [
              -85.4,
              37.82
            ],
            [
              -85.41,
              37.83
            ],
            [
              -85.41,
              37.88
            ],
            [
              -85.4,
              37.89
            ]
          ]
        ]
      },
      "raw_probability": 0.3407,
      "confidence_lo": 0.003,
      "confidence_hi": 0.0031,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "14bf9d466e9779b8b7a581f06ce2037b1e048525052f752c2d22850fe35837fc",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.3407,
        "probability": 0.003107,
        "confidence_lo": 0.003025,
        "confidence_hi": 0.003107,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "82295b5d75b768634c7e4af2a745eecfffd70a7e4833b496659b9338f5ca0e66",
        "signature": {
          "alg": "ed25519",
          "sig": "95e9667d47d9055d34efe16059f49b10995374432b1fbb7cc25d3aeaa24dbb4441b550e28cd1f002f19ddc337615270d51eb5e38fda18c7034eccbc61925df08"
        }
      },
      "receipt_sha256": "82295b5d75b768634c7e4af2a745eecfffd70a7e4833b496659b9338f5ca0e66"
    },
    {
      "storm_id": "227667",
      "lat": 46.871,
      "lon": -72.6514,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0031,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1015.0,
      "ebshear": 34.0,
      "srh01": 50.0,
      "maxllaz": 0.004,
      "mesh": 0.03,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 50.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.3759
        },
        {
          "name": "alignment",
          "value": -5.4114
        },
        {
          "name": "tau",
          "value": 0.8453
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3296
      },
      "coherence_score": 0.8452785015106201,
      "coherence_diagnostics": {
        "tau": 0.8452785015106201,
        "grad_tau": 0.2161407768726349,
        "torsion": 0.0,
        "alignment": -5.411434650421143,
        "S_field": 0.2685588300228119,
        "Gamma_field": 0.502985417842865,
        "S_over_Gamma": 0.5339296460151672,
        "Da": 28.707332611083984,
        "E_coh": 0.09230905026197433,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -72.65,
              46.99
            ],
            [
              -72.61,
              46.99
            ],
            [
              -72.6,
              46.98
            ],
            [
              -72.59,
              46.92
            ],
            [
              -72.56,
              46.88
            ],
            [
              -72.56,
              46.84
            ],
            [
              -72.6,
              46.8
            ],
            [
              -72.61,
              46.8
            ],
            [
              -72.62,
              46.78
            ],
            [
              -72.68,
              46.75
            ],
            [
              -72.69,
              46.76
            ],
            [
              -72.72,
              46.76
            ],
            [
              -72.73,
              46.77
            ],
            [
              -72.73,
              46.8
            ],
            [
              -72.74,
              46.81
            ],
            [
              -72.68,
              46.89
            ],
            [
              -72.67,
              46.91
            ],
            [
              -72.67,
              46.94
            ],
            [
              -72.66,
              46.95
            ],
            [
              -72.66,
              46.98
            ],
            [
              -72.65,
              46.99
            ]
          ]
        ]
      },
      "raw_probability": 0.3296,
      "confidence_lo": 0.003,
      "confidence_hi": 0.0031,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "b486fc575b660db1a2a82b1f65db33f1d47320b17f8f4d72f672fc20e96f30d8",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.3296,
        "probability": 0.003107,
        "confidence_lo": 0.003025,
        "confidence_hi": 0.003107,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "988e991c36dcd20e25d4dde8094d07c704cf6b80d6f24688bc0c4f0bbd5750a2",
        "signature": {
          "alg": "ed25519",
          "sig": "ad237b97e2c96220e27b23591175cdc4fb8860d6c7b5756ad5feb58fa36550f62622779594410e2d05f257694a9ca1400db8866698db13b9cd726c9296569f0c"
        }
      },
      "receipt_sha256": "988e991c36dcd20e25d4dde8094d07c704cf6b80d6f24688bc0c4f0bbd5750a2"
    },
    {
      "storm_id": "226600",
      "lat": 34.7119,
      "lon": -86.8019,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0031,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3915.0,
      "ebshear": 19.0,
      "srh01": 123.0,
      "maxllaz": 0.004,
      "mesh": 0.3,
      "flash_rate": 12.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 123.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.2509
        },
        {
          "name": "alignment",
          "value": 2.7638
        },
        {
          "name": "tau",
          "value": 3.536
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3276
      },
      "coherence_score": 3.5359859466552734,
      "coherence_diagnostics": {
        "tau": 3.5359859466552734,
        "grad_tau": 0.29987770318984985,
        "torsion": 0.0,
        "alignment": 2.7638051509857178,
        "S_field": 1.3460808992385864,
        "Gamma_field": 0.2904854416847229,
        "S_over_Gamma": 4.633901596069336,
        "Da": 19.542728424072266,
        "E_coh": 0.9837245941162109,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 4,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -86.8,
              34.8
            ],
            [
              -86.74,
              34.8
            ],
            [
              -86.72,
              34.79
            ],
            [
              -86.71,
              34.78
            ],
            [
              -86.71,
              34.73
            ],
            [
              -86.7,
              34.72
            ],
            [
              -86.72,
              34.7
            ],
            [
              -86.78,
              34.67
            ],
            [
              -86.82,
              34.6
            ],
            [
              -86.87,
              34.59
            ],
            [
              -86.91,
              34.62
            ],
            [
              -86.92,
              34.64
            ],
            [
              -86.92,
              34.68
            ],
            [
              -86.87,
              34.73
            ],
            [
              -86.84,
              34.74
            ],
            [
              -86.8,
              34.8
            ]
          ]
        ]
      },
      "raw_probability": 0.3276,
      "confidence_lo": 0.003,
      "confidence_hi": 0.0031,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "4d3b1c327dcccae86c54593fdd27d160195c6d231f504119738be2827e5853e9",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.3276,
        "probability": 0.003107,
        "confidence_lo": 0.003025,
        "confidence_hi": 0.003107,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "eff5c918caf606b3c99b44d4d4537c3c02ea956eaf0c8817017a02633214647b",
        "signature": {
          "alg": "ed25519",
          "sig": "34ec6c764cb52b5ca103034ada1b4b382218beab998e21a1858f2c08f126092175f89bffe3a42d7487366edd8a197b7c1e31d610e6a3f6ef5a23b1eb5601880f"
        }
      },
      "receipt_sha256": "eff5c918caf606b3c99b44d4d4537c3c02ea956eaf0c8817017a02633214647b"
    },
    {
      "storm_id": "227815",
      "lat": 28.3044,
      "lon": -80.5433,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0031,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3918.0,
      "ebshear": 28.0,
      "srh01": 104.0,
      "maxllaz": 0.005,
      "mesh": 0.13,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 104.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.6259
        },
        {
          "name": "alignment",
          "value": 1.5603
        },
        {
          "name": "tau",
          "value": 4.2482
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3226
      },
      "coherence_score": 4.248209476470947,
      "coherence_diagnostics": {
        "tau": 4.248209476470947,
        "grad_tau": 0.025051213800907135,
        "torsion": 0.0,
        "alignment": 1.5603432655334473,
        "S_field": 1.7105371952056885,
        "Gamma_field": 0.2138187736272812,
        "S_over_Gamma": 7.999939441680908,
        "Da": 13.247884750366211,
        "E_coh": 0.975150465965271,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -80.55,
              28.34
            ],
            [
              -80.53,
              28.34
            ],
            [
              -80.51,
              28.32
            ],
            [
              -80.51,
              28.28
            ],
            [
              -80.52,
              28.26
            ],
            [
              -80.54,
              28.25
            ],
            [
              -80.59,
              28.29
            ],
            [
              -80.59,
              28.32
            ],
            [
              -80.55,
              28.34
            ]
          ]
        ]
      },
      "raw_probability": 0.3226,
      "confidence_lo": 0.003,
      "confidence_hi": 0.0031,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "6efe0ab574601cc2455703c6f4b2fd82821f87819f48dea5f348b4eed734ebd1",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.3226,
        "probability": 0.003107,
        "confidence_lo": 0.003025,
        "confidence_hi": 0.003107,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8c2adc2d9e6e4a56546f306f5540dabeb3138f0377a151d5f936a910cf67eb56",
        "signature": {
          "alg": "ed25519",
          "sig": "a25a430881816f740d8ce13e8cb35a829dde821ea2209a2084854c650a9c02d6c46c08090046ff24e8cc031e6a14ddf8b01da8778ab7239daf8e931e18743808"
        }
      },
      "receipt_sha256": "8c2adc2d9e6e4a56546f306f5540dabeb3138f0377a151d5f936a910cf67eb56"
    },
    {
      "storm_id": "228100",
      "lat": 36.0225,
      "lon": -86.2537,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0031,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4646.0,
      "ebshear": 31.0,
      "srh01": 99.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 99.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.0009
        },
        {
          "name": "alignment",
          "value": 2.155
        },
        {
          "name": "tau",
          "value": 4.0455
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3168
      },
      "coherence_score": 4.045481204986572,
      "coherence_diagnostics": {
        "tau": 4.045481204986572,
        "grad_tau": 0.3048084080219269,
        "torsion": 0.0,
        "alignment": 2.155027151107788,
        "S_field": 1.3068894147872925,
        "Gamma_field": 0.30381879210472107,
        "S_over_Gamma": 4.301542282104492,
        "Da": 19.282100677490234,
        "E_coh": 0.9691725373268127,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -86.27,
              36.05
            ],
            [
              -86.21,
              36.05
            ],
            [
              -86.2,
              36.03
            ],
            [
              -86.23,
              35.98
            ],
            [
              -86.27,
              35.98
            ],
            [
              -86.29,
              36.0
            ],
            [
              -86.29,
              36.04
            ],
            [
              -86.27,
              36.05
            ]
          ]
        ]
      },
      "raw_probability": 0.3168,
      "confidence_lo": 0.003,
      "confidence_hi": 0.0031,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "a32081267f156f5298c052815d582b83c7ca4b31a2ebfa77ead40e8299995d3f",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.3168,
        "probability": 0.003107,
        "confidence_lo": 0.003025,
        "confidence_hi": 0.003107,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "80e8b8ee44646110a63000d508e15b1aaa954820a427aff908f6b51ea2419efa",
        "signature": {
          "alg": "ed25519",
          "sig": "4dee53ddbc2464c29fefbe9fe10397fd9bfdcbb2b7153a6929a09ffa534faf04bca72a80b3ac92b4c19485523b9635157499545c56cc222dfe150e42af6bda0c"
        }
      },
      "receipt_sha256": "80e8b8ee44646110a63000d508e15b1aaa954820a427aff908f6b51ea2419efa"
    },
    {
      "storm_id": "228203",
      "lat": 43.7756,
      "lon": -79.8289,
      "motion_east": 8.1,
      "motion_south": 4.0,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0031,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1391.0,
      "ebshear": 44.0,
      "srh01": 95.0,
      "maxllaz": 0.003,
      "mesh": 0.34,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 95.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.5009
        },
        {
          "name": "alignment",
          "value": 3.7564
        },
        {
          "name": "tau",
          "value": 1.4082
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3132
      },
      "coherence_score": 1.408237099647522,
      "coherence_diagnostics": {
        "tau": 1.408237099647522,
        "grad_tau": 0.3118753433227539,
        "torsion": 0.0,
        "alignment": 3.756410598754883,
        "S_field": 0.2719343304634094,
        "Gamma_field": 0.4271520972251892,
        "S_over_Gamma": 0.6366217732429504,
        "Da": 25.7277889251709,
        "E_coh": 0.6903012990951538,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -79.85,
              43.81
            ],
            [
              -79.81,
              43.81
            ],
            [
              -79.79,
              43.79
            ],
            [
              -79.79,
              43.75
            ],
            [
              -79.8,
              43.74
            ],
            [
              -79.84,
              43.73
            ],
            [
              -79.86,
              43.75
            ],
            [
              -79.87,
              43.79
            ],
            [
              -79.85,
              43.81
            ]
          ]
        ]
      },
      "raw_probability": 0.3132,
      "confidence_lo": 0.003,
      "confidence_hi": 0.0031,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "a9f432b907f5e87cc45acffd25d9c4702b6c86ee9d15092bdcdb335fb1bb05c9",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.3132,
        "probability": 0.003107,
        "confidence_lo": 0.003025,
        "confidence_hi": 0.003107,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1f4b5a0c5fd5ae077a5b5343d07c307c0ec70385e82e51c067d0871e6d10d65c",
        "signature": {
          "alg": "ed25519",
          "sig": "b11168d3f78843999ba19c08ea3612deb7db5bdd673f3f90b42cd8b3850323c4f7b3a9e79abf04e76530692b7f50daa412822a2f26a7563496a843582f4a920f"
        }
      },
      "receipt_sha256": "1f4b5a0c5fd5ae077a5b5343d07c307c0ec70385e82e51c067d0871e6d10d65c"
    },
    {
      "storm_id": "228046",
      "lat": 42.4279,
      "lon": -78.6193,
      "motion_east": 10.1,
      "motion_south": 1.0,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0031,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1381.0,
      "ebshear": 34.0,
      "srh01": 55.0,
      "maxllaz": 0.004,
      "mesh": 0.13,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 55.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.7509
        },
        {
          "name": "alignment",
          "value": -2.0033
        },
        {
          "name": "tau",
          "value": 2.0509
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3077
      },
      "coherence_score": 2.0508570671081543,
      "coherence_diagnostics": {
        "tau": 2.0508570671081543,
        "grad_tau": 0.17958679795265198,
        "torsion": 0.0,
        "alignment": -2.003345012664795,
        "S_field": 0.8668495416641235,
        "Gamma_field": 0.24131876230239868,
        "S_over_Gamma": 3.592134952545166,
        "Da": 14.909671783447266,
        "E_coh": 0.8594090938568115,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -78.64,
              42.48
            ],
            [
              -78.63,
              42.47
            ],
            [
              -78.59,
              42.47
            ],
            [
              -78.58,
              42.48
            ],
            [
              -78.53,
              42.44
            ],
            [
              -78.54,
              42.43
            ],
            [
              -78.54,
              42.37
            ],
            [
              -78.58,
              42.33
            ],
            [
              -78.66,
              42.33
            ],
            [
              -78.7,
              42.38
            ],
            [
              -78.7,
              42.42
            ],
            [
              -78.67,
              42.45
            ],
            [
              -78.67,
              42.46
            ],
            [
              -78.64,
              42.48
            ]
          ]
        ]
      },
      "raw_probability": 0.3077,
      "confidence_lo": 0.003,
      "confidence_hi": 0.0031,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "53c6e25ee45bfd7ec850e89ec196dba5d73bc7768abe054d75b13e5920beb7b5",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.3077,
        "probability": 0.003107,
        "confidence_lo": 0.003025,
        "confidence_hi": 0.003107,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7dd17b4dd0b924e44f71af492e1fd26a062b19b9ba75151bb6279443e2039d35",
        "signature": {
          "alg": "ed25519",
          "sig": "8dcfe7f4c34e5bc893013b00411272dea8b07835b838fe34e4cff272767b856fd36bee7566427432480309bb9661a91fe2f668f1bf462bd65f3d9c216912b70c"
        }
      },
      "receipt_sha256": "7dd17b4dd0b924e44f71af492e1fd26a062b19b9ba75151bb6279443e2039d35"
    },
    {
      "storm_id": "228907",
      "lat": 31.1573,
      "lon": -83.4582,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0031,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3098.0,
      "ebshear": 25.0,
      "srh01": 62.0,
      "maxllaz": 0.001,
      "mesh": 0.33,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 62.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.5009
        },
        {
          "name": "alignment",
          "value": 3.1337
        },
        {
          "name": "tau",
          "value": 4.3593
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3066
      },
      "coherence_score": 4.359276294708252,
      "coherence_diagnostics": {
        "tau": 4.359276294708252,
        "grad_tau": 0.2841476500034332,
        "torsion": 0.0,
        "alignment": 3.133655548095703,
        "S_field": 1.4878065586090088,
        "Gamma_field": 0.2971521019935608,
        "S_over_Gamma": 5.006885528564453,
        "Da": 19.21735191345215,
        "E_coh": 0.8850709199905396,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.5,
              31.22
            ],
            [
              -83.46,
              31.22
            ],
            [
              -83.39,
              31.15
            ],
            [
              -83.39,
              31.1
            ],
            [
              -83.4,
              31.09
            ],
            [
              -83.44,
              31.09
            ],
            [
              -83.47,
              31.12
            ],
            [
              -83.47,
              31.13
            ],
            [
              -83.51,
              31.18
            ],
            [
              -83.51,
              31.21
            ],
            [
              -83.5,
              31.22
            ]
          ]
        ]
      },
      "raw_probability": 0.3066,
      "confidence_lo": 0.003,
      "confidence_hi": 0.0031,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "47bc2d4410d9984fdfde73185afe3a1431d6d04f1f18365556a932b73815ea35",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.3066,
        "probability": 0.003107,
        "confidence_lo": 0.003025,
        "confidence_hi": 0.003107,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5913748b399df03cc19f5aca337851797502cef3caacbaed6d44e655aff7d194",
        "signature": {
          "alg": "ed25519",
          "sig": "35a192b38460d81530b35e5cefba98f45393790637ad800d79275ec5861f818e1f10c4f8f96e534b4ba1a0395e4dd5121f847fe61e5fe9217cde8848e5ac280f"
        }
      },
      "receipt_sha256": "5913748b399df03cc19f5aca337851797502cef3caacbaed6d44e655aff7d194"
    },
    {
      "storm_id": "226733",
      "lat": 31.2225,
      "lon": -82.2081,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0031,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2311.0,
      "ebshear": 20.0,
      "srh01": 95.0,
      "maxllaz": 0.003,
      "mesh": 0.28,
      "flash_rate": 12.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 95.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.5009
        },
        {
          "name": "alignment",
          "value": 1.9244
        },
        {
          "name": "tau",
          "value": 4.0595
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2988
      },
      "coherence_score": 4.059475421905518,
      "coherence_diagnostics": {
        "tau": 4.059475421905518,
        "grad_tau": 0.21626949310302734,
        "torsion": 0.0,
        "alignment": 1.9243661165237427,
        "S_field": 1.0975852012634277,
        "Gamma_field": 0.3413187861442566,
        "S_over_Gamma": 3.2157187461853027,
        "Da": 22.144973754882812,
        "E_coh": 0.9147229790687561,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 4,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -82.26,
              31.32
            ],
            [
              -82.18,
              31.28
            ],
            [
              -82.1,
              31.26
            ],
            [
              -82.07,
              31.23
            ],
            [
              -82.06,
              31.19
            ],
            [
              -82.1,
              31.15
            ],
            [
              -82.12,
              31.14
            ],
            [
              -82.23,
              31.14
            ],
            [
              -82.25,
              31.15
            ],
            [
              -82.28,
              31.18
            ],
            [
              -82.28,
              31.2
            ],
            [
              -82.29,
              31.21
            ],
            [
              -82.29,
              31.24
            ],
            [
              -82.28,
              31.25
            ],
            [
              -82.28,
              31.3
            ],
            [
              -82.26,
              31.32
            ]
          ]
        ]
      },
      "raw_probability": 0.2988,
      "confidence_lo": 0.003,
      "confidence_hi": 0.0031,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "06b2db58ed94cd9a19637f9c6462d7fbefa5e5c9082c2d227e13f225472d5375",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.2988,
        "probability": 0.003107,
        "confidence_lo": 0.003025,
        "confidence_hi": 0.003107,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5b1ede0cd98dd985aeead02f75bf1ebdca6008288068ce790e8aa82e04a6d26c",
        "signature": {
          "alg": "ed25519",
          "sig": "78b08c033db8dfe9b56c6fe8a742e7874f1e88da43e5f26ad08209411317ced8bc7c8ba5506716bc8b4ff713f7297e6761030c4c36416c92f1b7e8eaf46ab808"
        }
      },
      "receipt_sha256": "5b1ede0cd98dd985aeead02f75bf1ebdca6008288068ce790e8aa82e04a6d26c"
    },
    {
      "storm_id": "227107",
      "lat": 43.0487,
      "lon": -77.8567,
      "motion_east": 9.0,
      "motion_south": 1.4,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0031,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1142.0,
      "ebshear": 42.0,
      "srh01": 108.0,
      "maxllaz": 0.004,
      "mesh": 0.19,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 108.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.1259
        },
        {
          "name": "alignment",
          "value": -1.5415
        },
        {
          "name": "tau",
          "value": 1.4502
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2956
      },
      "coherence_score": 1.450223445892334,
      "coherence_diagnostics": {
        "tau": 1.450223445892334,
        "grad_tau": 0.27326226234436035,
        "torsion": 0.0,
        "alignment": -1.5415012836456299,
        "S_field": 0.22530561685562134,
        "Gamma_field": 0.939652144908905,
        "S_over_Gamma": 0.23977555334568024,
        "Da": 55.77457809448242,
        "E_coh": 0.08155317604541779,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -77.9,
              43.14
            ],
            [
              -77.84,
              43.14
            ],
            [
              -77.83,
              43.11
            ],
            [
              -77.76,
              43.05
            ],
            [
              -77.76,
              43.0
            ],
            [
              -77.77,
              42.99
            ],
            [
              -77.79,
              42.99
            ],
            [
              -77.81,
              42.97
            ],
            [
              -77.88,
              42.96
            ],
            [
              -77.88,
              42.99
            ],
            [
              -77.89,
              43.0
            ],
            [
              -77.96,
              43.03
            ],
            [
              -77.96,
              43.09
            ],
            [
              -77.92,
              43.13
            ],
            [
              -77.9,
              43.14
            ]
          ]
        ]
      },
      "raw_probability": 0.2956,
      "confidence_lo": 0.003,
      "confidence_hi": 0.0031,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "7083a5dd73f697901c488d004d17732b5ea4376f894e158a20e6d439e5216bcb",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.2956,
        "probability": 0.003107,
        "confidence_lo": 0.003025,
        "confidence_hi": 0.003107,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "773355f4be9a9e85707998ea5a7ab16d2d49241027e6c817a3e6921ed445d979",
        "signature": {
          "alg": "ed25519",
          "sig": "303261ca0c2619fafbd910379cdcf2f3637557230ebc0498b58b1f155cee4df4c510924e232b485ac79127fb74efa262ddf65d7757776217356a0fe357e88b02"
        }
      },
      "receipt_sha256": "773355f4be9a9e85707998ea5a7ab16d2d49241027e6c817a3e6921ed445d979"
    },
    {
      "storm_id": "225714",
      "lat": 43.8157,
      "lon": -80.03,
      "motion_east": 8.2,
      "motion_south": 4.0,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1449.0,
      "ebshear": 41.0,
      "srh01": 85.0,
      "maxllaz": 0.01,
      "mesh": 0.59,
      "flash_rate": 15.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 85.0
        },
        {
          "name": "hrrr_pwat",
          "value": 28.0009
        },
        {
          "name": "alignment",
          "value": 1.548
        },
        {
          "name": "tau",
          "value": 1.3528
        },
        {
          "name": "maxllaz",
          "value": 0.01
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2865
      },
      "coherence_score": 1.3527570962905884,
      "coherence_diagnostics": {
        "tau": 1.3527570962905884,
        "grad_tau": 0.20842283964157104,
        "torsion": 0.0,
        "alignment": 1.548002004623413,
        "S_field": 0.37989315390586853,
        "Gamma_field": 0.4429854452610016,
        "S_over_Gamma": 0.8575748205184937,
        "Da": 25.72218132019043,
        "E_coh": 0.6899506449699402,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 5,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -80.06,
              43.87
            ],
            [
              -80.01,
              43.87
            ],
            [
              -80.0,
              43.86
            ],
            [
              -79.97,
              43.86
            ],
            [
              -79.93,
              43.81
            ],
            [
              -79.93,
              43.79
            ],
            [
              -79.96,
              43.77
            ],
            [
              -80.04,
              43.77
            ],
            [
              -80.05,
              43.78
            ],
            [
              -80.07,
              43.77
            ],
            [
              -80.1,
              43.77
            ],
            [
              -80.12,
              43.79
            ],
            [
              -80.12,
              43.84
            ],
            [
              -80.06,
              43.87
            ]
          ]
        ]
      },
      "raw_probability": 0.2865,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "7d23c0f244bf01f1fd64310c44c26cfb559ab6ab0c355b362dd86341ea2bc869",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.2865,
        "probability": 0.00222,
        "confidence_lo": 0.002191,
        "confidence_hi": 0.00222,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "45bd3b95cafec218f4fb5e5b8d2e1f10827dd80fe81ca0741230af95e2be3eda",
        "signature": {
          "alg": "ed25519",
          "sig": "53ca2450c7e6768e06e8d6f5717bfb3c99286c31c826fdac9316cf831168f6301a92b413ae250685bb1e0a15e33dc4aa7bf2eea8833eec7b711526363f729b0a"
        }
      },
      "receipt_sha256": "45bd3b95cafec218f4fb5e5b8d2e1f10827dd80fe81ca0741230af95e2be3eda"
    },
    {
      "storm_id": "227503",
      "lat": 30.9483,
      "lon": -84.69,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3818.0,
      "ebshear": 21.0,
      "srh01": 109.0,
      "maxllaz": 0.007,
      "mesh": 0.5,
      "flash_rate": 24.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 109.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.3759
        },
        {
          "name": "alignment",
          "value": -1.9286
        },
        {
          "name": "tau",
          "value": 4.2001
        },
        {
          "name": "maxllaz",
          "value": 0.007
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2826
      },
      "coherence_score": 4.200066566467285,
      "coherence_diagnostics": {
        "tau": 4.200066566467285,
        "grad_tau": 0.28016865253448486,
        "torsion": 0.0,
        "alignment": -1.9286020994186401,
        "S_field": 0.9722234010696411,
        "Gamma_field": 0.33798545598983765,
        "S_over_Gamma": 2.8765244483947754,
        "Da": 21.352672576904297,
        "E_coh": 0.9660506248474121,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.78,
              31.05
            ],
            [
              -84.76,
              31.05
            ],
            [
              -84.72,
              31.03
            ],
            [
              -84.68,
              30.99
            ],
            [
              -84.65,
              30.99
            ],
            [
              -84.62,
              30.96
            ],
            [
              -84.62,
              30.93
            ],
            [
              -84.58,
              30.9
            ],
            [
              -84.58,
              30.86
            ],
            [
              -84.57,
              30.85
            ],
            [
              -84.57,
              30.83
            ],
            [
              -84.59,
              30.81
            ],
            [
              -84.63,
              30.83
            ],
            [
              -84.63,
              30.88
            ],
            [
              -84.68,
              30.95
            ],
            [
              -84.73,
              30.95
            ],
            [
              -84.74,
              30.96
            ],
            [
              -84.75,
              30.95
            ],
            [
              -84.79,
              30.98
            ],
            [
              -84.8,
              30.98
            ],
            [
              -84.81,
              31.0
            ],
            [
              -84.81,
              31.03
            ],
            [
              -84.78,
              31.05
            ]
          ]
        ]
      },
      "raw_probability": 0.2826,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "fd6877d68cd54859ae932afb1e5b795e4165fc11c611a9fdfbbc2bdd8b1a1270",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.2826,
        "probability": 0.00222,
        "confidence_lo": 0.002191,
        "confidence_hi": 0.00222,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "bf6df49898f1b0ea2356ae1b7a74bade6ea1344fa7a55e66ef7588765d637481",
        "signature": {
          "alg": "ed25519",
          "sig": "178956e920954ecb7fcce09b692ae2c6c77f7452de9413c23faf1860a9f9d09ef2a913cd7d2236a0926edccfd4bf79d0584002a62914e2ea041ac6bbaec97a0d"
        }
      },
      "receipt_sha256": "bf6df49898f1b0ea2356ae1b7a74bade6ea1344fa7a55e66ef7588765d637481"
    },
    {
      "storm_id": "228912",
      "lat": 25.7314,
      "lon": -80.7329,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3752.0,
      "ebshear": 20.0,
      "srh01": 86.0,
      "maxllaz": 0.003,
      "mesh": 0.26,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 86.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.6259
        },
        {
          "name": "alignment",
          "value": -0.9761
        },
        {
          "name": "tau",
          "value": 1.8112
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2609
      },
      "coherence_score": 1.8112269639968872,
      "coherence_diagnostics": {
        "tau": 1.8112269639968872,
        "grad_tau": 1.578387975692749,
        "torsion": 0.0,
        "alignment": -0.9761152267456055,
        "S_field": 0.8547013401985168,
        "Gamma_field": 0.26631879806518555,
        "S_over_Gamma": 3.2093164920806885,
        "Da": 17.144319534301758,
        "E_coh": 0.9722611308097839,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -80.75,
              25.76
            ],
            [
              -80.69,
              25.75
            ],
            [
              -80.69,
              25.69
            ],
            [
              -80.73,
              25.69
            ],
            [
              -80.76,
              25.72
            ],
            [
              -80.76,
              25.75
            ],
            [
              -80.75,
              25.76
            ]
          ]
        ]
      },
      "raw_probability": 0.2609,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "2987840ddb1391d056020372bcfbe3f7a64f8f0d3ac12b732acfc41bf5341ae5",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.2609,
        "probability": 0.00222,
        "confidence_lo": 0.002191,
        "confidence_hi": 0.00222,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a67a7e20fb856a77c0c0cc72d22a13006590af9ac0183577f428e2c2385fd62c",
        "signature": {
          "alg": "ed25519",
          "sig": "df3adf456fa19e657bee3833f4ce2aaba172730b429c9fd41be771274a9abd94f63f9b0581b640c9f6c863c096e746704ec82b15b28fd8ca7e6e3f0936a73500"
        }
      },
      "receipt_sha256": "a67a7e20fb856a77c0c0cc72d22a13006590af9ac0183577f428e2c2385fd62c"
    },
    {
      "storm_id": "228882",
      "lat": 30.0667,
      "lon": -81.9511,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2874.0,
      "ebshear": 19.0,
      "srh01": 74.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 74.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.7509
        },
        {
          "name": "alignment",
          "value": 1.6113
        },
        {
          "name": "tau",
          "value": 4.1403
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.26
      },
      "coherence_score": 4.140273571014404,
      "coherence_diagnostics": {
        "tau": 4.140273571014404,
        "grad_tau": 0.3830147385597229,
        "torsion": 0.0,
        "alignment": 1.6112884283065796,
        "S_field": 0.8590848445892334,
        "Gamma_field": 0.27798542380332947,
        "S_over_Gamma": 3.090395212173462,
        "Da": 16.716548919677734,
        "E_coh": 0.9550679326057434,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.96,
              30.11
            ],
            [
              -81.91,
              30.11
            ],
            [
              -81.89,
              30.1
            ],
            [
              -81.88,
              30.05
            ],
            [
              -81.94,
              30.01
            ],
            [
              -82.0,
              30.01
            ],
            [
              -82.01,
              30.03
            ],
            [
              -82.01,
              30.07
            ],
            [
              -81.96,
              30.11
            ]
          ]
        ]
      },
      "raw_probability": 0.26,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "8e33404fc6b7e20c5f75cb20d14ba43c24d6a07bbd2aa10e08fe126d31e90b7d",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.26,
        "probability": 0.00222,
        "confidence_lo": 0.002191,
        "confidence_hi": 0.00222,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e57d0fa84ba4e70231148c3929bc468fedf711c2871b1767b7b329f85cbf03b3",
        "signature": {
          "alg": "ed25519",
          "sig": "9b458d3440c48ad7ed13acd9a565bb02bcf2b5f3afe384604db0c3af3ead7b5299c197bd2b9f69255f95050f3d8c66a4076b0413251b58ef27606e4d7c59fb0a"
        }
      },
      "receipt_sha256": "e57d0fa84ba4e70231148c3929bc468fedf711c2871b1767b7b329f85cbf03b3"
    },
    {
      "storm_id": "228338",
      "lat": 43.6707,
      "lon": -84.8573,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1865.0,
      "ebshear": 44.0,
      "srh01": 65.0,
      "maxllaz": 0.002,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 65.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.3759
        },
        {
          "name": "alignment",
          "value": -2.3511
        },
        {
          "name": "tau",
          "value": 1.4658
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2497
      },
      "coherence_score": 1.4658089876174927,
      "coherence_diagnostics": {
        "tau": 1.4658089876174927,
        "grad_tau": 0.24474632740020752,
        "torsion": 0.0,
        "alignment": -2.351118803024292,
        "S_field": 0.23606885969638824,
        "Gamma_field": 0.6479853987693787,
        "S_over_Gamma": 0.36431199312210083,
        "Da": 38.27738571166992,
        "E_coh": 0.04266618564724922,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.91,
              43.72
            ],
            [
              -84.86,
              43.71
            ],
            [
              -84.81,
              43.68
            ],
            [
              -84.78,
              43.68
            ],
            [
              -84.78,
              43.62
            ],
            [
              -84.79,
              43.61
            ],
            [
              -84.83,
              43.61
            ],
            [
              -84.85,
              43.62
            ],
            [
              -84.87,
              43.64
            ],
            [
              -84.87,
              43.68
            ],
            [
              -84.88,
              43.69
            ],
            [
              -84.9,
              43.68
            ],
            [
              -84.9,
              43.69
            ],
            [
              -84.92,
              43.71
            ],
            [
              -84.91,
              43.72
            ]
          ]
        ]
      },
      "raw_probability": 0.2497,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "7912fc46a7574542cb8577b546b613df26afbc9c69b4691648c23620734df711",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.2497,
        "probability": 0.00222,
        "confidence_lo": 0.002191,
        "confidence_hi": 0.00222,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "390b3a1562f156dec41503530f3d0ddb7eed2e9c975c32bef2db114fed774811",
        "signature": {
          "alg": "ed25519",
          "sig": "a0d100fdd3b1aa30ecb3ae52d0d6a763c862095d3eef2ae3bcf0207a6b66f38950263073d4c3feac3d868266dea61be0687c6738679e82ae74786c44c9d9080e"
        }
      },
      "receipt_sha256": "390b3a1562f156dec41503530f3d0ddb7eed2e9c975c32bef2db114fed774811"
    },
    {
      "storm_id": "228399",
      "lat": 31.1375,
      "lon": -85.1494,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3526.0,
      "ebshear": 18.0,
      "srh01": 83.0,
      "maxllaz": 0.006,
      "mesh": 1.06,
      "flash_rate": 17.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 83.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.3759
        },
        {
          "name": "alignment",
          "value": -1.9286
        },
        {
          "name": "tau",
          "value": 4.2001
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2484
      },
      "coherence_score": 4.200066566467285,
      "coherence_diagnostics": {
        "tau": 4.200066566467285,
        "grad_tau": 0.28016865253448486,
        "torsion": 0.0,
        "alignment": -1.9286020994186401,
        "S_field": 0.9722234010696411,
        "Gamma_field": 0.33798545598983765,
        "S_over_Gamma": 2.8765244483947754,
        "Da": 21.352672576904297,
        "E_coh": 0.9660506248474121,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -85.23,
              31.23
            ],
            [
              -85.19,
              31.23
            ],
            [
              -85.19,
              31.21
            ],
            [
              -85.18,
              31.2
            ],
            [
              -85.19,
              31.17
            ],
            [
              -85.18,
              31.16
            ],
            [
              -85.11,
              31.16
            ],
            [
              -85.1,
              31.17
            ],
            [
              -85.04,
              31.17
            ],
            [
              -85.03,
              31.16
            ],
            [
              -85.01,
              31.16
            ],
            [
              -84.95,
              31.1
            ],
            [
              -84.95,
              31.06
            ],
            [
              -84.96,
              31.04
            ],
            [
              -84.99,
              31.04
            ],
            [
              -85.04,
              31.07
            ],
            [
              -85.14,
              31.07
            ],
            [
              -85.15,
              31.08
            ],
            [
              -85.17,
              31.08
            ],
            [
              -85.18,
              31.06
            ],
            [
              -85.19,
              31.06
            ],
            [
              -85.18,
              31.1
            ],
            [
              -85.17,
              31.11
            ],
            [
              -85.19,
              31.15
            ],
            [
              -85.2,
              31.15
            ],
            [
              -85.23,
              31.12
            ],
            [
              -85.28,
              31.12
            ],
            [
              -85.29,
              31.13
            ],
            [
              -85.3,
              31.19
            ],
            [
              -85.28,
              31.21
            ],
            [
              -85.26,
              31.21
            ],
            [
              -85.23,
              31.23
            ]
          ]
        ]
      },
      "raw_probability": 0.2484,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "3331f671de746d3f24637ed75af2cb74acb04b4be2bc18bc8edb0461063a6ae0",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.2484,
        "probability": 0.00222,
        "confidence_lo": 0.002191,
        "confidence_hi": 0.00222,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "18acc3da75f982c8610dc84e8cac503f7336079fe4bb9788143534d3b8bc5c33",
        "signature": {
          "alg": "ed25519",
          "sig": "f35c580086398728104c8e97487b0fef175e694da1be5d43169e881fb83d1e49488d3e8327e13c47851a22e756efb78b9fee4f6140434b582d7bbbd0e3925b07"
        }
      },
      "receipt_sha256": "18acc3da75f982c8610dc84e8cac503f7336079fe4bb9788143534d3b8bc5c33"
    },
    {
      "storm_id": "228204",
      "lat": 43.5911,
      "lon": -73.2539,
      "motion_east": 10.2,
      "motion_south": 7.5,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1407.0,
      "ebshear": 45.0,
      "srh01": 79.0,
      "maxllaz": 0.004,
      "mesh": 0.27,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 79.0
        },
        {
          "name": "hrrr_pwat",
          "value": 23.8759
        },
        {
          "name": "alignment",
          "value": -1.646
        },
        {
          "name": "tau",
          "value": 1.1496
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2449
      },
      "coherence_score": 1.1495511531829834,
      "coherence_diagnostics": {
        "tau": 1.1495511531829834,
        "grad_tau": 0.14810045063495636,
        "torsion": 0.0,
        "alignment": -1.6459672451019287,
        "S_field": 0.20316390693187714,
        "Gamma_field": 0.3604854643344879,
        "S_over_Gamma": 0.5635842084884644,
        "Da": 21.312789916992188,
        "E_coh": 0.33529266715049744,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -73.3,
              43.65
            ],
            [
              -73.23,
              43.65
            ],
            [
              -73.2,
              43.63
            ],
            [
              -73.16,
              43.63
            ],
            [
              -73.13,
              43.6
            ],
            [
              -73.13,
              43.55
            ],
            [
              -73.14,
              43.54
            ],
            [
              -73.22,
              43.54
            ],
            [
              -73.23,
              43.55
            ],
            [
              -73.27,
              43.55
            ],
            [
              -73.28,
              43.56
            ],
            [
              -73.31,
              43.56
            ],
            [
              -73.32,
              43.55
            ],
            [
              -73.33,
              43.56
            ],
            [
              -73.33,
              43.61
            ],
            [
              -73.35,
              43.63
            ],
            [
              -73.34,
              43.63
            ],
            [
              -73.3,
              43.65
            ]
          ]
        ]
      },
      "raw_probability": 0.2449,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "f319698948f240c7e0c6e154c1636df07d2f2d99ea87896f1bf4186c69ca88d0",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.2449,
        "probability": 0.00222,
        "confidence_lo": 0.002191,
        "confidence_hi": 0.00222,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7ccd8073807e42b04e3fe6d5a71ec5b1c9350fcbf00f112b6981ba21a0a0570a",
        "signature": {
          "alg": "ed25519",
          "sig": "dcf7d09b7d4a34d53e82ae7177325e370e14d725353212616f62fa05745493c8a530324bf284e35dae1928b3f878bda6f82194f8a873897a4b222b1d0e3d3f08"
        }
      },
      "receipt_sha256": "7ccd8073807e42b04e3fe6d5a71ec5b1c9350fcbf00f112b6981ba21a0a0570a"
    },
    {
      "storm_id": "228845",
      "lat": 36.9191,
      "lon": -86.4064,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3905.0,
      "ebshear": 29.0,
      "srh01": 57.0,
      "maxllaz": 0.001,
      "mesh": 0.22,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 57.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.3759
        },
        {
          "name": "alignment",
          "value": 2.9275
        },
        {
          "name": "tau",
          "value": 4.2698
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2411
      },
      "coherence_score": 4.269796848297119,
      "coherence_diagnostics": {
        "tau": 4.269796848297119,
        "grad_tau": 0.11514793336391449,
        "torsion": 0.0,
        "alignment": 2.9275050163269043,
        "S_field": 1.8186795711517334,
        "Gamma_field": 0.2813187837600708,
        "S_over_Gamma": 6.464835166931152,
        "Da": 17.594608306884766,
        "E_coh": 0.9563182592391968,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -86.45,
              36.96
            ],
            [
              -86.38,
              36.96
            ],
            [
              -86.36,
              36.94
            ],
            [
              -86.36,
              36.92
            ],
            [
              -86.38,
              36.9
            ],
            [
              -86.38,
              36.88
            ],
            [
              -86.4,
              36.87
            ],
            [
              -86.43,
              36.87
            ],
            [
              -86.43,
              36.91
            ],
            [
              -86.45,
              36.94
            ],
            [
              -86.45,
              36.96
            ]
          ]
        ]
      },
      "raw_probability": 0.2411,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "628c4bd8d2acccaa120bfbea08741b06b5058e91e5579e8fcf7138dfb2378d2a",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.2411,
        "probability": 0.00222,
        "confidence_lo": 0.002191,
        "confidence_hi": 0.00222,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "bcfe59c68207c36c60c5d84644f2f67fb6b12690a13babfbc7299f7c0c16aecb",
        "signature": {
          "alg": "ed25519",
          "sig": "bfaee1e57d8c1d569fa0964c8a91ae0af10c0e036f84c4df2acc846cfa39f2b6a35a7459492eef463a63b1728d8480e4bfa4c1f584cf4f1113bf90bd7463ef0e"
        }
      },
      "receipt_sha256": "bcfe59c68207c36c60c5d84644f2f67fb6b12690a13babfbc7299f7c0c16aecb"
    },
    {
      "storm_id": "228959",
      "lat": 48.1854,
      "lon": -77.5031,
      "motion_east": 7.1,
      "motion_south": 2.4,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1071.0,
      "ebshear": 30.0,
      "srh01": 44.0,
      "maxllaz": 0.002,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 44.0
        },
        {
          "name": "hrrr_pwat",
          "value": 25.0009
        },
        {
          "name": "alignment",
          "value": -3.2024
        },
        {
          "name": "tau",
          "value": 0.5747
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.239
      },
      "coherence_score": 0.5746818780899048,
      "coherence_diagnostics": {
        "tau": 0.5746818780899048,
        "grad_tau": 0.4592224657535553,
        "torsion": 0.0,
        "alignment": -3.202360153198242,
        "S_field": 0.4414515495300293,
        "Gamma_field": 0.23298542201519012,
        "S_over_Gamma": 1.8947603702545166,
        "Da": 13.478084564208984,
        "E_coh": 0.6870739459991455,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -77.51,
              48.25
            ],
            [
              -77.43,
              48.23
            ],
            [
              -77.42,
              48.21
            ],
            [
              -77.42,
              48.18
            ],
            [
              -77.44,
              48.16
            ],
            [
              -77.5,
              48.16
            ],
            [
              -77.51,
              48.15
            ],
            [
              -77.53,
              48.15
            ],
            [
              -77.54,
              48.16
            ],
            [
              -77.55,
              48.15
            ],
            [
              -77.59,
              48.15
            ],
            [
              -77.59,
              48.21
            ],
            [
              -77.51,
              48.25
            ]
          ]
        ]
      },
      "raw_probability": 0.239,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "aff552e2b8a750c4343ddda96118f441afaab8317361780b5797ed38ea57d942",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.239,
        "probability": 0.00222,
        "confidence_lo": 0.002191,
        "confidence_hi": 0.00222,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "bb15848bf7f4e8e0210b186eaa1b4bb19561b87b66971da9508e54d37436325f",
        "signature": {
          "alg": "ed25519",
          "sig": "5d1cf849d3b8f2e0a3e7d927633142991c9a5d8b2b861c6520b49dea1ecb0bb55eb178fa7ad17ced3097419a244cbcdd2effcb4b49268c254b84ec879406320b"
        }
      },
      "receipt_sha256": "bb15848bf7f4e8e0210b186eaa1b4bb19561b87b66971da9508e54d37436325f"
    },
    {
      "storm_id": "228333",
      "lat": 44.5208,
      "lon": -75.7775,
      "motion_east": 5.8,
      "motion_south": 1.4,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1448.0,
      "ebshear": 44.0,
      "srh01": 95.0,
      "maxllaz": 0.004,
      "mesh": 0.17,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 95.0
        },
        {
          "name": "hrrr_pwat",
          "value": 30.3759
        },
        {
          "name": "alignment",
          "value": -4.5281
        },
        {
          "name": "tau",
          "value": 1.2913
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2386
      },
      "coherence_score": 1.2912877798080444,
      "coherence_diagnostics": {
        "tau": 1.2912877798080444,
        "grad_tau": 0.07456299662590027,
        "torsion": 0.0,
        "alignment": -4.528147220611572,
        "S_field": 0.33383065462112427,
        "Gamma_field": 0.5088187456130981,
        "S_over_Gamma": 0.6560895442962646,
        "Da": 30.35394287109375,
        "E_coh": 0.20540975034236908,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -75.72,
              44.6
            ],
            [
              -75.69,
              44.6
            ],
            [
              -75.67,
              44.59
            ],
            [
              -75.67,
              44.56
            ],
            [
              -75.65,
              44.54
            ],
            [
              -75.65,
              44.51
            ],
            [
              -75.67,
              44.49
            ],
            [
              -75.67,
              44.47
            ],
            [
              -75.68,
              44.46
            ],
            [
              -75.76,
              44.46
            ],
            [
              -75.77,
              44.47
            ],
            [
              -75.78,
              44.46
            ],
            [
              -75.84,
              44.46
            ],
            [
              -75.85,
              44.47
            ],
            [
              -75.88,
              44.47
            ],
            [
              -75.9,
              44.49
            ],
            [
              -75.91,
              44.49
            ],
            [
              -75.91,
              44.52
            ],
            [
              -75.92,
              44.53
            ],
            [
              -75.91,
              44.55
            ],
            [
              -75.88,
              44.55
            ],
            [
              -75.82,
              44.58
            ],
            [
              -75.74,
              44.58
            ],
            [
              -75.72,
              44.6
            ]
          ]
        ]
      },
      "raw_probability": 0.2386,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "9da13a7b701798afa24f191ada53499666f2f301686d0366d7cad828f952363d",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.2386,
        "probability": 0.00222,
        "confidence_lo": 0.002191,
        "confidence_hi": 0.00222,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6c63fcdbfddc16a5560c59def136d65ccb77d730a8944ae4939865fd63fedc87",
        "signature": {
          "alg": "ed25519",
          "sig": "cd85053df52fa02f689642b00c3f2b9d16a432728ae0781c84a685534d74787791ae69053acaa7907beeb94273e5a4664cda65d1509b79c92d145970b3ec8109"
        }
      },
      "receipt_sha256": "6c63fcdbfddc16a5560c59def136d65ccb77d730a8944ae4939865fd63fedc87"
    },
    {
      "storm_id": "227112",
      "lat": 42.218,
      "lon": -76.5915,
      "motion_east": 6.8,
      "motion_south": -4.0,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1511.0,
      "ebshear": 41.0,
      "srh01": 43.0,
      "maxllaz": 0.006,
      "mesh": 0.19,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 43.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.3759
        },
        {
          "name": "alignment",
          "value": -3.7472
        },
        {
          "name": "tau",
          "value": 1.9975
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2368
      },
      "coherence_score": 1.9975022077560425,
      "coherence_diagnostics": {
        "tau": 1.9975022077560425,
        "grad_tau": 0.10246594250202179,
        "torsion": 0.0,
        "alignment": -3.747185707092285,
        "S_field": 0.8720720410346985,
        "Gamma_field": 0.19881875813007355,
        "S_over_Gamma": 4.386266231536865,
        "Da": 12.10814380645752,
        "E_coh": 0.8557405471801758,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -76.61,
              42.3
            ],
            [
              -76.56,
              42.29
            ],
            [
              -76.54,
              42.26
            ],
            [
              -76.54,
              42.24
            ],
            [
              -76.51,
              42.21
            ],
            [
              -76.45,
              42.18
            ],
            [
              -76.45,
              42.14
            ],
            [
              -76.46,
              42.13
            ],
            [
              -76.48,
              42.13
            ],
            [
              -76.49,
              42.14
            ],
            [
              -76.63,
              42.14
            ],
            [
              -76.64,
              42.15
            ],
            [
              -76.69,
              42.16
            ],
            [
              -76.74,
              42.21
            ],
            [
              -76.74,
              42.25
            ],
            [
              -76.72,
              42.27
            ],
            [
              -76.68,
              42.28
            ],
            [
              -76.67,
              42.29
            ],
            [
              -76.62,
              42.29
            ],
            [
              -76.61,
              42.3
            ]
          ]
        ]
      },
      "raw_probability": 0.2368,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "cd5d3e8b97cee971ffffdd672220be2e5ff59fbb0b0589242568dfa49c33d154",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.2368,
        "probability": 0.00222,
        "confidence_lo": 0.002191,
        "confidence_hi": 0.00222,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "239dcacf917d36287e03b13a21d88076929c0485cd998cda2a9c9f86b7d349a1",
        "signature": {
          "alg": "ed25519",
          "sig": "d65ad1e07304a193fe2b77dc124ed30c82c1db3e73d7a9f97200945d2f9de944fd3aa88a1e2056d51e0b0f08d307eadf7565d18570153ab2920c42199bd4500f"
        }
      },
      "receipt_sha256": "239dcacf917d36287e03b13a21d88076929c0485cd998cda2a9c9f86b7d349a1"
    },
    {
      "storm_id": "227441",
      "lat": 48.3728,
      "lon": -77.4906,
      "motion_east": 7.1,
      "motion_south": 2.4,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 888.0,
      "ebshear": 28.0,
      "srh01": 29.0,
      "maxllaz": 0.004,
      "mesh": 0.08,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 29.0
        },
        {
          "name": "hrrr_pwat",
          "value": 25.0009
        },
        {
          "name": "alignment",
          "value": -3.2024
        },
        {
          "name": "tau",
          "value": 0.5747
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2275
      },
      "coherence_score": 0.5746818780899048,
      "coherence_diagnostics": {
        "tau": 0.5746818780899048,
        "grad_tau": 0.4592224657535553,
        "torsion": 0.0,
        "alignment": -3.202360153198242,
        "S_field": 0.4414515495300293,
        "Gamma_field": 0.23298542201519012,
        "S_over_Gamma": 1.8947603702545166,
        "Da": 13.478084564208984,
        "E_coh": 0.6870739459991455,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -77.46,
              48.43
            ],
            [
              -77.42,
              48.43
            ],
            [
              -77.39,
              48.4
            ],
            [
              -77.39,
              48.39
            ],
            [
              -77.35,
              48.34
            ],
            [
              -77.34,
              48.29
            ],
            [
              -77.44,
              48.29
            ],
            [
              -77.45,
              48.3
            ],
            [
              -77.58,
              48.3
            ],
            [
              -77.62,
              48.32
            ],
            [
              -77.64,
              48.34
            ],
            [
              -77.64,
              48.39
            ],
            [
              -77.6,
              48.42
            ],
            [
              -77.55,
              48.42
            ],
            [
              -77.54,
              48.41
            ],
            [
              -77.49,
              48.4
            ],
            [
              -77.47,
              48.41
            ],
            [
              -77.46,
              48.43
            ]
          ]
        ]
      },
      "raw_probability": 0.2275,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "59a6ba64467f55f0fbecdf65c79fd971ef40fcb910576fa41ad8d3322c98c15a",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.2275,
        "probability": 0.00222,
        "confidence_lo": 0.002191,
        "confidence_hi": 0.00222,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ec49e64e53bdebcc235d76c902f743fa11a953a35b5b4a5938f09d0b589bd494",
        "signature": {
          "alg": "ed25519",
          "sig": "85eab5ce028bcf95d28867957a2ce8ed87024452be1433f7ef71ee3ee39fdeb000adcb80430b9aa225588e3b91c7ceb8cca7ff63c302aded129cd95f28b0640d"
        }
      },
      "receipt_sha256": "ec49e64e53bdebcc235d76c902f743fa11a953a35b5b4a5938f09d0b589bd494"
    },
    {
      "storm_id": "228836",
      "lat": 43.4129,
      "lon": -103.4736,
      "motion_east": 8.4,
      "motion_south": 1.3,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2473.0,
      "ebshear": 65.0,
      "srh01": 148.0,
      "maxllaz": 0.007,
      "mesh": 1.08,
      "flash_rate": 11.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 148.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.7509
        },
        {
          "name": "alignment",
          "value": 1.2263
        },
        {
          "name": "tau",
          "value": 0.6339
        },
        {
          "name": "maxllaz",
          "value": 0.007
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2222
      },
      "coherence_score": 0.6338759064674377,
      "coherence_diagnostics": {
        "tau": 0.6338759064674377,
        "grad_tau": 0.14095573127269745,
        "torsion": 0.0,
        "alignment": 1.2262916564941406,
        "S_field": 0.13937611877918243,
        "Gamma_field": 0.4063187837600708,
        "S_over_Gamma": 0.34302160143852234,
        "Da": 24.779329299926758,
        "E_coh": 0.3229350745677948,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -103.51,
              43.49
            ],
            [
              -103.44,
              43.49
            ],
            [
              -103.42,
              43.48
            ],
            [
              -103.39,
              43.45
            ],
            [
              -103.39,
              43.42
            ],
            [
              -103.41,
              43.39
            ],
            [
              -103.42,
              43.39
            ],
            [
              -103.47,
              43.35
            ],
            [
              -103.49,
              43.35
            ],
            [
              -103.5,
              43.34
            ],
            [
              -103.54,
              43.34
            ],
            [
              -103.57,
              43.37
            ],
            [
              -103.57,
              43.43
            ],
            [
              -103.51,
              43.49
            ]
          ]
        ]
      },
      "raw_probability": 0.2222,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "407285dd6e6c9e953212cfd3822fe3827899aef8959ec65e68bcc7ee6072ae22",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.2222,
        "probability": 0.00222,
        "confidence_lo": 0.002191,
        "confidence_hi": 0.00222,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d9cacaa95020cee668aa870ade180939d8c9fb22ecf52f7c2bacdb3a76845959",
        "signature": {
          "alg": "ed25519",
          "sig": "5d9c2c28395c56016a8c28135583d58656db449d05a30ddb8bbc06a395baeb2c6e6a618e39bad4f77c103c2ed3dbd334197b28f5118284a4d8f2e6698644390f"
        }
      },
      "receipt_sha256": "d9cacaa95020cee668aa870ade180939d8c9fb22ecf52f7c2bacdb3a76845959"
    },
    {
      "storm_id": "228944",
      "lat": 32.7573,
      "lon": -83.7555,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2818.0,
      "ebshear": 19.0,
      "srh01": 57.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 57.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.0009
        },
        {
          "name": "alignment",
          "value": 2.5021
        },
        {
          "name": "tau",
          "value": 4.2488
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2169
      },
      "coherence_score": 4.248838901519775,
      "coherence_diagnostics": {
        "tau": 4.248838901519775,
        "grad_tau": 0.10679443925619125,
        "torsion": 0.0,
        "alignment": 2.502089262008667,
        "S_field": 1.7060922384262085,
        "Gamma_field": 0.3088187873363495,
        "S_over_Gamma": 5.524573802947998,
        "Da": 20.188634872436523,
        "E_coh": 0.9840068817138672,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.79,
              32.79
            ],
            [
              -83.77,
              32.79
            ],
            [
              -83.76,
              32.78
            ],
            [
              -83.75,
              32.79
            ],
            [
              -83.69,
              32.79
            ],
            [
              -83.71,
              32.71
            ],
            [
              -83.73,
              32.72
            ],
            [
              -83.74,
              32.71
            ],
            [
              -83.78,
              32.71
            ],
            [
              -83.8,
              32.75
            ],
            [
              -83.79,
              32.79
            ]
          ]
        ]
      },
      "raw_probability": 0.2169,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "a4a13bf371ecc887422ceb97efdadb7e79941b034c741df409bb8ad7ecbf4236",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.2169,
        "probability": 0.00222,
        "confidence_lo": 0.002191,
        "confidence_hi": 0.00222,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c78cacd526827563a8985931b116a0157c80d9954e4692d1540e37305b4e7fbb",
        "signature": {
          "alg": "ed25519",
          "sig": "454d2a79a065a643d59ba5a529b05005df1bca8a148f0e5fe6875dd1aa3ac949cf6fafa6cada5e21d5fccefeb9c5d5b3277f2db9c3c5d92b007c1a2bd64cba03"
        }
      },
      "receipt_sha256": "c78cacd526827563a8985931b116a0157c80d9954e4692d1540e37305b4e7fbb"
    },
    {
      "storm_id": "224314",
      "lat": 26.2556,
      "lon": -80.3333,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4698.0,
      "ebshear": 21.0,
      "srh01": 66.0,
      "maxllaz": 0.005,
      "mesh": 0.45,
      "flash_rate": 18.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 66.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.6259
        },
        {
          "name": "alignment",
          "value": -0.9761
        },
        {
          "name": "tau",
          "value": 1.8112
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2148
      },
      "coherence_score": 1.8112269639968872,
      "coherence_diagnostics": {
        "tau": 1.8112269639968872,
        "grad_tau": 1.578387975692749,
        "torsion": 0.0,
        "alignment": -0.9761152267456055,
        "S_field": 0.8547013401985168,
        "Gamma_field": 0.26631879806518555,
        "S_over_Gamma": 3.2093164920806885,
        "Da": 17.144319534301758,
        "E_coh": 0.9722611308097839,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 8,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -80.36,
              26.29
            ],
            [
              -80.31,
              26.29
            ],
            [
              -80.29,
              26.27
            ],
            [
              -80.29,
              26.22
            ],
            [
              -80.31,
              26.21
            ],
            [
              -80.34,
              26.21
            ],
            [
              -80.37,
              26.24
            ],
            [
              -80.37,
              26.28
            ],
            [
              -80.36,
              26.29
            ]
          ]
        ]
      },
      "raw_probability": 0.2148,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "682449865fda942643299a59e6f9ef03123206701f93ee79a2ded806cf82e651",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.2148,
        "probability": 0.00222,
        "confidence_lo": 0.002191,
        "confidence_hi": 0.00222,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d4635a4872cb5a6c9de40a4bdb689616a13a42376fa2bc4efb169cab26d50c6d",
        "signature": {
          "alg": "ed25519",
          "sig": "eb68d2e3c0215d016fceeee0e51b5af6a507d72c7aeb620d3d49c11aff22e275ad990761d56ad1781156916c120fffcd965dcb28d4853fd438832e9e13e52c00"
        }
      },
      "receipt_sha256": "d4635a4872cb5a6c9de40a4bdb689616a13a42376fa2bc4efb169cab26d50c6d"
    },
    {
      "storm_id": "228958",
      "lat": 48.4436,
      "lon": -77.0627,
      "motion_east": 6.9,
      "motion_south": 2.3,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 788.0,
      "ebshear": 25.0,
      "srh01": 33.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 33.0
        },
        {
          "name": "hrrr_pwat",
          "value": 25.0009
        },
        {
          "name": "alignment",
          "value": -3.2024
        },
        {
          "name": "tau",
          "value": 0.5747
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2144
      },
      "coherence_score": 0.5746818780899048,
      "coherence_diagnostics": {
        "tau": 0.5746818780899048,
        "grad_tau": 0.4592224657535553,
        "torsion": 0.0,
        "alignment": -3.202360153198242,
        "S_field": 0.4414515495300293,
        "Gamma_field": 0.23298542201519012,
        "S_over_Gamma": 1.8947603702545166,
        "Da": 13.478084564208984,
        "E_coh": 0.6870739459991455,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -77.07,
              48.48
            ],
            [
              -77.03,
              48.48
            ],
            [
              -77.01,
              48.46
            ],
            [
              -77.01,
              48.42
            ],
            [
              -77.03,
              48.42
            ],
            [
              -77.05,
              48.4
            ],
            [
              -77.11,
              48.41
            ],
            [
              -77.12,
              48.43
            ],
            [
              -77.1,
              48.45
            ],
            [
              -77.09,
              48.45
            ],
            [
              -77.07,
              48.48
            ]
          ]
        ]
      },
      "raw_probability": 0.2144,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "aacfc9a61f9938cb50bb9aa1da6dac412bec297c2a529fce699eb825fcf70d5e",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.2144,
        "probability": 0.00222,
        "confidence_lo": 0.002191,
        "confidence_hi": 0.00222,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0ca28cca421f15ccc90f32927d2f1d673fff2e0eaa06e941d8f1f4a1857911df",
        "signature": {
          "alg": "ed25519",
          "sig": "7a9cc691f50d37b2caa04918998f2aa9879ef6095e5408630251be577208b03de30b2ce23c99c445c4cddad601d22b1120430370a41c7eb7889dde176f6d8f05"
        }
      },
      "receipt_sha256": "0ca28cca421f15ccc90f32927d2f1d673fff2e0eaa06e941d8f1f4a1857911df"
    },
    {
      "storm_id": "227105",
      "lat": 43.1976,
      "lon": -103.5953,
      "motion_east": 9.1,
      "motion_south": 2.5,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2267.0,
      "ebshear": 55.0,
      "srh01": 129.0,
      "maxllaz": 0.014,
      "mesh": 3.08,
      "flash_rate": 28.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 129.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.7509
        },
        {
          "name": "alignment",
          "value": 1.2263
        },
        {
          "name": "tau",
          "value": 0.6339
        },
        {
          "name": "maxllaz",
          "value": 0.014
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2143
      },
      "coherence_score": 0.6338759064674377,
      "coherence_diagnostics": {
        "tau": 0.6338759064674377,
        "grad_tau": 0.14095573127269745,
        "torsion": 0.0,
        "alignment": 1.2262916564941406,
        "S_field": 0.13937611877918243,
        "Gamma_field": 0.4063187837600708,
        "S_over_Gamma": 0.34302160143852234,
        "Da": 24.779329299926758,
        "E_coh": 0.3229350745677948,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -103.59,
              43.31
            ],
            [
              -103.56,
              43.31
            ],
            [
              -103.54,
              43.29
            ],
            [
              -103.46,
              43.25
            ],
            [
              -103.46,
              43.21
            ],
            [
              -103.51,
              43.15
            ],
            [
              -103.51,
              43.14
            ],
            [
              -103.55,
              43.1
            ],
            [
              -103.63,
              43.1
            ],
            [
              -103.64,
              43.11
            ],
            [
              -103.66,
              43.11
            ],
            [
              -103.68,
              43.12
            ],
            [
              -103.71,
              43.16
            ],
            [
              -103.71,
              43.18
            ],
            [
              -103.69,
              43.22
            ],
            [
              -103.63,
              43.29
            ],
            [
              -103.59,
              43.31
            ]
          ]
        ]
      },
      "raw_probability": 0.2143,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "81b11f52516a5e81c596091c9eaa2ff428f23893bbb66aec326e45eb1f56ad70",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.2143,
        "probability": 0.00222,
        "confidence_lo": 0.002191,
        "confidence_hi": 0.00222,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1881fe3ca5feeccd44dc69db6200ed83eff0b675be0ad4623ff64a8384a8169f",
        "signature": {
          "alg": "ed25519",
          "sig": "27ae93829c6d598bbfbab8f53d6c5b7fad2df385e4baa95e7745176000af003597fb18651cf2b41e3ca7f3908f5f5acb81859c1ec0ff5d21070a8fdec653fa03"
        }
      },
      "receipt_sha256": "1881fe3ca5feeccd44dc69db6200ed83eff0b675be0ad4623ff64a8384a8169f"
    },
    {
      "storm_id": "228410",
      "lat": 43.6944,
      "lon": -103.4069,
      "motion_east": 7.8,
      "motion_south": 0.0,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1910.0,
      "ebshear": 67.0,
      "srh01": 139.0,
      "maxllaz": 0.006,
      "mesh": 0.41,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 139.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.7509
        },
        {
          "name": "alignment",
          "value": 1.2263
        },
        {
          "name": "tau",
          "value": 0.6339
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2143
      },
      "coherence_score": 0.6338759064674377,
      "coherence_diagnostics": {
        "tau": 0.6338759064674377,
        "grad_tau": 0.14095573127269745,
        "torsion": 0.0,
        "alignment": 1.2262916564941406,
        "S_field": 0.13937611877918243,
        "Gamma_field": 0.4063187837600708,
        "S_over_Gamma": 0.34302160143852234,
        "Da": 24.779329299926758,
        "E_coh": 0.3229350745677948,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -103.38,
              43.79
            ],
            [
              -103.35,
              43.79
            ],
            [
              -103.33,
              43.77
            ],
            [
              -103.31,
              43.73
            ],
            [
              -103.31,
              43.65
            ],
            [
              -103.37,
              43.59
            ],
            [
              -103.43,
              43.59
            ],
            [
              -103.45,
              43.61
            ],
            [
              -103.46,
              43.61
            ],
            [
              -103.46,
              43.62
            ],
            [
              -103.48,
              43.64
            ],
            [
              -103.48,
              43.69
            ],
            [
              -103.45,
              43.73
            ],
            [
              -103.45,
              43.74
            ],
            [
              -103.42,
              43.77
            ],
            [
              -103.38,
              43.79
            ]
          ]
        ]
      },
      "raw_probability": 0.2143,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "81b11f52516a5e81c596091c9eaa2ff428f23893bbb66aec326e45eb1f56ad70",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.2143,
        "probability": 0.00222,
        "confidence_lo": 0.002191,
        "confidence_hi": 0.00222,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1881fe3ca5feeccd44dc69db6200ed83eff0b675be0ad4623ff64a8384a8169f",
        "signature": {
          "alg": "ed25519",
          "sig": "27ae93829c6d598bbfbab8f53d6c5b7fad2df385e4baa95e7745176000af003597fb18651cf2b41e3ca7f3908f5f5acb81859c1ec0ff5d21070a8fdec653fa03"
        }
      },
      "receipt_sha256": "1881fe3ca5feeccd44dc69db6200ed83eff0b675be0ad4623ff64a8384a8169f"
    },
    {
      "storm_id": "228908",
      "lat": 30.8889,
      "lon": -84.4644,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3470.0,
      "ebshear": 20.0,
      "srh01": 56.0,
      "maxllaz": 0.003,
      "mesh": 0.09,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 56.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.7509
        },
        {
          "name": "alignment",
          "value": 7.059
        },
        {
          "name": "tau",
          "value": 4.509
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2134
      },
      "coherence_score": 4.509012699127197,
      "coherence_diagnostics": {
        "tau": 4.509012699127197,
        "grad_tau": 0.2034444361925125,
        "torsion": 0.0,
        "alignment": 7.0590081214904785,
        "S_field": 1.678193211555481,
        "Gamma_field": 0.23381876945495605,
        "S_over_Gamma": 7.1773247718811035,
        "Da": 15.148436546325684,
        "E_coh": 0.9083515405654907,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.47,
              30.92
            ],
            [
              -84.44,
              30.92
            ],
            [
              -84.43,
              30.91
            ],
            [
              -84.43,
              30.87
            ],
            [
              -84.45,
              30.85
            ],
            [
              -84.49,
              30.85
            ],
            [
              -84.5,
              30.86
            ],
            [
              -84.5,
              30.9
            ],
            [
              -84.47,
              30.92
            ]
          ]
        ]
      },
      "raw_probability": 0.2134,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "abeafb5df90e7386afe5ac70629a48767998f16c71df6aa4f3e5460e68e714b9",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.2134,
        "probability": 0.00222,
        "confidence_lo": 0.002191,
        "confidence_hi": 0.00222,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f60f2e10040988135902653577c281de083aabd6a14b8f41f330cda62aa415fd",
        "signature": {
          "alg": "ed25519",
          "sig": "fa34d2afaf7197c33ad0f741b733756916264d5384448e3bc39165328697b41d38963ec35220791004c1e45c04be64bf4d073ac9aa09b2b4bf17c1d87d046709"
        }
      },
      "receipt_sha256": "f60f2e10040988135902653577c281de083aabd6a14b8f41f330cda62aa415fd"
    },
    {
      "storm_id": "227885",
      "lat": 34.8211,
      "lon": -85.4344,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2186.0,
      "ebshear": 21.0,
      "srh01": 55.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 55.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.6259
        },
        {
          "name": "alignment",
          "value": 4.6546
        },
        {
          "name": "tau",
          "value": 4.3193
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2105
      },
      "coherence_score": 4.31925630569458,
      "coherence_diagnostics": {
        "tau": 4.31925630569458,
        "grad_tau": 0.42521727085113525,
        "torsion": 0.0,
        "alignment": 4.654630661010742,
        "S_field": 1.818787932395935,
        "Gamma_field": 0.2529854476451874,
        "S_over_Gamma": 7.189298629760742,
        "Da": 16.650785446166992,
        "E_coh": 0.968395471572876,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -85.45,
              34.86
            ],
            [
              -85.4,
              34.86
            ],
            [
              -85.38,
              34.85
            ],
            [
              -85.38,
              34.81
            ],
            [
              -85.43,
              34.77
            ],
            [
              -85.46,
              34.77
            ],
            [
              -85.48,
              34.78
            ],
            [
              -85.48,
              34.83
            ],
            [
              -85.45,
              34.86
            ]
          ]
        ]
      },
      "raw_probability": 0.2105,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "b39ba58ca68bb9261d0e8cba767bc6118c6062cf6c20eb6d2b68870d0b99a233",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.2105,
        "probability": 0.00222,
        "confidence_lo": 0.002191,
        "confidence_hi": 0.00222,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6a1cbd3ad9a07e2fc3275f6e244e567eb46edae44a1a9068d190f6739a44a041",
        "signature": {
          "alg": "ed25519",
          "sig": "47b82f0201a4cf220d67f125b136d6561b6b9ab4b0509c4bef9b1d9694dba8de420629bc0fa079d5cf3577253b92993eebb5b8492d6b199185e69609fee3430a"
        }
      },
      "receipt_sha256": "6a1cbd3ad9a07e2fc3275f6e244e567eb46edae44a1a9068d190f6739a44a041"
    },
    {
      "storm_id": "228929",
      "lat": 41.7525,
      "lon": -76.2438,
      "motion_east": 6.5,
      "motion_south": 0.0,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1403.0,
      "ebshear": 35.0,
      "srh01": 49.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 49.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.3759
        },
        {
          "name": "alignment",
          "value": -3.7472
        },
        {
          "name": "tau",
          "value": 1.9975
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2029
      },
      "coherence_score": 1.9975022077560425,
      "coherence_diagnostics": {
        "tau": 1.9975022077560425,
        "grad_tau": 0.10246594250202179,
        "torsion": 0.0,
        "alignment": -3.747185707092285,
        "S_field": 0.8720720410346985,
        "Gamma_field": 0.19881875813007355,
        "S_over_Gamma": 4.386266231536865,
        "Da": 12.10814380645752,
        "E_coh": 0.8557405471801758,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -76.26,
              41.79
            ],
            [
              -76.2,
              41.79
            ],
            [
              -76.19,
              41.73
            ],
            [
              -76.21,
              41.73
            ],
            [
              -76.25,
              41.71
            ],
            [
              -76.29,
              41.71
            ],
            [
              -76.29,
              41.77
            ],
            [
              -76.26,
              41.79
            ]
          ]
        ]
      },
      "raw_probability": 0.2029,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "4a083eae2c6150f661a57533d5fc17a9c61f1d9e8cd141d25a1491416d9cb01a",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.2029,
        "probability": 0.00222,
        "confidence_lo": 0.002191,
        "confidence_hi": 0.00222,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b550edd1ddb552457fa029066128512bebcd7811903c4dfaef233b3530c4115e",
        "signature": {
          "alg": "ed25519",
          "sig": "bdb25e1faa5c2be5ce692b5d31d22ab0889b054ed6752bfa8db52cb5dcb5c8040f288c3942709bb40542db8ac5b7ae07748166c9c8cf0fe5d3ddeea0afc63b04"
        }
      },
      "receipt_sha256": "b550edd1ddb552457fa029066128512bebcd7811903c4dfaef233b3530c4115e"
    },
    {
      "storm_id": "227614",
      "lat": 32.4136,
      "lon": -83.6695,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4249.0,
      "ebshear": 19.0,
      "srh01": 63.0,
      "maxllaz": 0.005,
      "mesh": 0.58,
      "flash_rate": 15.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 63.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.0009
        },
        {
          "name": "alignment",
          "value": 2.5021
        },
        {
          "name": "tau",
          "value": 4.2488
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2024
      },
      "coherence_score": 4.248838901519775,
      "coherence_diagnostics": {
        "tau": 4.248838901519775,
        "grad_tau": 0.10679443925619125,
        "torsion": 0.0,
        "alignment": 2.502089262008667,
        "S_field": 1.7060922384262085,
        "Gamma_field": 0.3088187873363495,
        "S_over_Gamma": 5.524573802947998,
        "Da": 20.188634872436523,
        "E_coh": 0.9840068817138672,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.73,
              32.51
            ],
            [
              -83.71,
              32.5
            ],
            [
              -83.63,
              32.5
            ],
            [
              -83.61,
              32.51
            ],
            [
              -83.57,
              32.49
            ],
            [
              -83.57,
              32.45
            ],
            [
              -83.64,
              32.39
            ],
            [
              -83.62,
              32.37
            ],
            [
              -83.59,
              32.36
            ],
            [
              -83.58,
              32.34
            ],
            [
              -83.58,
              32.3
            ],
            [
              -83.6,
              32.28
            ],
            [
              -83.64,
              32.28
            ],
            [
              -83.68,
              32.32
            ],
            [
              -83.69,
              32.35
            ],
            [
              -83.73,
              32.37
            ],
            [
              -83.74,
              32.39
            ],
            [
              -83.79,
              32.44
            ],
            [
              -83.78,
              32.45
            ],
            [
              -83.78,
              32.49
            ],
            [
              -83.74,
              32.5
            ],
            [
              -83.73,
              32.51
            ]
          ]
        ]
      },
      "raw_probability": 0.2024,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "8394a5e5c1ec38b17a237a917fa5095cb2d252f1018811a3accfc9942baa8d00",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.2024,
        "probability": 0.00222,
        "confidence_lo": 0.002191,
        "confidence_hi": 0.00222,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8aa3b3587974ffd83c4111266350b8098a44c0035ea8e6776267621eceb1f843",
        "signature": {
          "alg": "ed25519",
          "sig": "31d8f615f5b54d4e81bad997171765f1746b9283387e2aa4d70fa109be743a3ccb91ac8c6afbcea5095b765422798087aaa70dfbea6948601692fe6bca40af0e"
        }
      },
      "receipt_sha256": "8aa3b3587974ffd83c4111266350b8098a44c0035ea8e6776267621eceb1f843"
    },
    {
      "storm_id": "227337",
      "lat": 43.0314,
      "lon": -82.4321,
      "motion_east": 5.3,
      "motion_south": 2.2,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2377.0,
      "ebshear": 42.0,
      "srh01": 119.0,
      "maxllaz": 0.004,
      "mesh": 0.51,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 119.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.7509
        },
        {
          "name": "alignment",
          "value": -0.5209
        },
        {
          "name": "tau",
          "value": 1.581
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.202
      },
      "coherence_score": 1.5810306072235107,
      "coherence_diagnostics": {
        "tau": 1.5810306072235107,
        "grad_tau": 0.2909323573112488,
        "torsion": 0.0,
        "alignment": -0.5208849906921387,
        "S_field": 0.5441353917121887,
        "Gamma_field": 0.32881879806518555,
        "S_over_Gamma": 1.6548184156417847,
        "Da": 19.526063919067383,
        "E_coh": 0.850041925907135,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -82.49,
              43.09
            ],
            [
              -82.4,
              43.08
            ],
            [
              -82.37,
              43.06
            ],
            [
              -82.35,
              43.06
            ],
            [
              -82.31,
              43.04
            ],
            [
              -82.31,
              42.98
            ],
            [
              -82.41,
              42.98
            ],
            [
              -82.42,
              42.99
            ],
            [
              -82.47,
              42.99
            ],
            [
              -82.48,
              43.0
            ],
            [
              -82.51,
              43.0
            ],
            [
              -82.52,
              43.01
            ],
            [
              -82.52,
              43.07
            ],
            [
              -82.49,
              43.09
            ]
          ]
        ]
      },
      "raw_probability": 0.202,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "4c0046d101a6a4740766396f35e1f2a1d41c540b8a0f85ffecf6991181ff24a6",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.202,
        "probability": 0.00222,
        "confidence_lo": 0.002191,
        "confidence_hi": 0.00222,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "93594e0991c89eeb03538eba025733fa5230332d333ddca7ffa4eccd911c2366",
        "signature": {
          "alg": "ed25519",
          "sig": "6fa07d6d59ec64d8d0216dd389492e169b95af2822887f8e43ff293133166c0aaaae0055608ccdc78f7008f5496f0ec7d832c746b48fd6c541355c55c1aaf101"
        }
      },
      "receipt_sha256": "93594e0991c89eeb03538eba025733fa5230332d333ddca7ffa4eccd911c2366"
    },
    {
      "storm_id": "227848",
      "lat": 34.5414,
      "lon": -114.7014,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2367.0,
      "ebshear": 19.0,
      "srh01": 77.0,
      "maxllaz": 0.002,
      "mesh": 0.4,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 77.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.0009
        },
        {
          "name": "alignment",
          "value": -5.1274
        },
        {
          "name": "tau",
          "value": 0.5214
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1938
      },
      "coherence_score": 0.5214384198188782,
      "coherence_diagnostics": {
        "tau": 0.5214384198188782,
        "grad_tau": 0.09122233837842941,
        "torsion": 0.0,
        "alignment": -5.127384185791016,
        "S_field": 0.08310959488153458,
        "Gamma_field": 0.174652099609375,
        "S_over_Gamma": 0.4758579730987549,
        "Da": 10.55515193939209,
        "E_coh": 0.47046947479248047,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -114.73,
              34.57
            ],
            [
              -114.68,
              34.57
            ],
            [
              -114.67,
              34.56
            ],
            [
              -114.67,
              34.52
            ],
            [
              -114.7,
              34.5
            ],
            [
              -114.73,
              34.5
            ],
            [
              -114.73,
              34.57
            ]
          ]
        ]
      },
      "raw_probability": 0.1938,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "a74c6c2067879aedb8f97fd4a8648b19c1ba2a30b57a34373924f6e0eac87d5f",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.1938,
        "probability": 0.00222,
        "confidence_lo": 0.002191,
        "confidence_hi": 0.00222,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f658213a38b4c4e8d3b2a5359e3633fe3f53d56c9d41779acaac3f25a4aed6b4",
        "signature": {
          "alg": "ed25519",
          "sig": "556c4e7d8cf87505a1c982f194e1e68ac9f7f3c1979d99d8e0e64046d3a5eec0021772d9e3a80439ea1669bf3a1ff2015e607d6ecf3047e6c3bf17d91b971d04"
        }
      },
      "receipt_sha256": "f658213a38b4c4e8d3b2a5359e3633fe3f53d56c9d41779acaac3f25a4aed6b4"
    },
    {
      "storm_id": "228881",
      "lat": 30.969,
      "lon": -86.078,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4047.0,
      "ebshear": 18.0,
      "srh01": 60.0,
      "maxllaz": 0.002,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 60.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.2509
        },
        {
          "name": "alignment",
          "value": -0.5843
        },
        {
          "name": "tau",
          "value": 4.1925
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1865
      },
      "coherence_score": 4.192533493041992,
      "coherence_diagnostics": {
        "tau": 4.192533493041992,
        "grad_tau": 0.3440006673336029,
        "torsion": 0.0,
        "alignment": -0.5843384265899658,
        "S_field": 1.0285807847976685,
        "Gamma_field": 0.33548545837402344,
        "S_over_Gamma": 3.0659475326538086,
        "Da": 21.37000274658203,
        "E_coh": 0.9861177802085876,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -86.11,
              31.0
            ],
            [
              -86.07,
              31.0
            ],
            [
              -86.05,
              30.99
            ],
            [
              -86.05,
              30.94
            ],
            [
              -86.04,
              30.93
            ],
            [
              -86.05,
              30.93
            ],
            [
              -86.06,
              30.95
            ],
            [
              -86.12,
              30.96
            ],
            [
              -86.12,
              30.99
            ],
            [
              -86.11,
              31.0
            ]
          ]
        ]
      },
      "raw_probability": 0.1865,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "99efce80baa34c35addf699538e3bd4946846f4528d6d994cbc39e7ea8862ce8",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.1865,
        "probability": 0.00222,
        "confidence_lo": 0.002191,
        "confidence_hi": 0.00222,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c061a15acaff534f64048d82ffe06f84c92b73ec401f3c827de59ba1b4d40605",
        "signature": {
          "alg": "ed25519",
          "sig": "db5b9950ee193dd4542f077e761ebe1e83c65b16634801786145b57980e9cc5c28c3828588314b3966333cf8ffac59cea0059984131c534f0339a3f7d7df3c0c"
        }
      },
      "receipt_sha256": "c061a15acaff534f64048d82ffe06f84c92b73ec401f3c827de59ba1b4d40605"
    },
    {
      "storm_id": "228702",
      "lat": 29.9225,
      "lon": -83.5678,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4216.0,
      "ebshear": 23.0,
      "srh01": 66.0,
      "maxllaz": 0.005,
      "mesh": 0.41,
      "flash_rate": 32.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 66.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.7509
        },
        {
          "name": "alignment",
          "value": -0.2568
        },
        {
          "name": "tau",
          "value": 4.4817
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1846
      },
      "coherence_score": 4.481653213500977,
      "coherence_diagnostics": {
        "tau": 4.481653213500977,
        "grad_tau": 0.12565448880195618,
        "torsion": 0.0,
        "alignment": -0.2567669749259949,
        "S_field": 1.0839842557907104,
        "Gamma_field": 0.24798543751239777,
        "S_over_Gamma": 4.371160984039307,
        "Da": 14.833944320678711,
        "E_coh": 0.9717000126838684,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.34,
              30.02
            ],
            [
              -83.3,
              30.02
            ],
            [
              -83.29,
              30.01
            ],
            [
              -83.29,
              29.97
            ],
            [
              -83.37,
              29.9
            ],
            [
              -83.41,
              29.89
            ],
            [
              -83.42,
              29.88
            ],
            [
              -83.44,
              29.88
            ],
            [
              -83.45,
              29.87
            ],
            [
              -83.47,
              29.87
            ],
            [
              -83.5,
              29.84
            ],
            [
              -83.52,
              29.84
            ],
            [
              -83.53,
              29.83
            ],
            [
              -83.79,
              29.83
            ],
            [
              -83.86,
              29.89
            ],
            [
              -83.88,
              29.89
            ],
            [
              -83.89,
              29.9
            ],
            [
              -83.89,
              29.93
            ],
            [
              -83.87,
              29.95
            ],
            [
              -83.83,
              29.95
            ],
            [
              -83.78,
              29.92
            ],
            [
              -83.75,
              29.92
            ],
            [
              -83.74,
              29.91
            ],
            [
              -83.63,
              29.91
            ],
            [
              -83.59,
              29.94
            ],
            [
              -83.57,
              29.94
            ],
            [
              -83.56,
              29.95
            ],
            [
              -83.53,
              29.95
            ],
            [
              -83.52,
              29.96
            ],
            [
              -83.43,
              29.96
            ],
            [
              -83.39,
              29.98
            ],
            [
              -83.34,
              30.02
            ]
          ]
        ]
      },
      "raw_probability": 0.1846,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "776a5d4b4892663ffd9111b5ec46831562ae306faa32aaefd6e2f2312a424c47",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.1846,
        "probability": 0.00222,
        "confidence_lo": 0.002191,
        "confidence_hi": 0.00222,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "434933a4908ce12d76422abb8a256a10026cf955906b9586f35e53c96b07d1de",
        "signature": {
          "alg": "ed25519",
          "sig": "e4cc1e581283092e80a5351e05fd4c402768fdf282ecc1e2a886439be47f778c3423134911addb7267faab6c8739ef854699edd3b8f6dadd41dc7b55b58f380c"
        }
      },
      "receipt_sha256": "434933a4908ce12d76422abb8a256a10026cf955906b9586f35e53c96b07d1de"
    },
    {
      "storm_id": "227028",
      "lat": 45.2179,
      "lon": -100.6,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2622.0,
      "ebshear": 42.0,
      "srh01": 99.0,
      "maxllaz": 0.003,
      "mesh": 0.24,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 99.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.1259
        },
        {
          "name": "alignment",
          "value": -1.3744
        },
        {
          "name": "tau",
          "value": 0.7755
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1843
      },
      "coherence_score": 0.7755334973335266,
      "coherence_diagnostics": {
        "tau": 0.7755334973335266,
        "grad_tau": 0.1938614696264267,
        "torsion": 0.0,
        "alignment": -1.3744091987609863,
        "S_field": 0.3202362060546875,
        "Gamma_field": 0.5413187742233276,
        "S_over_Gamma": 0.5915852785110474,
        "Da": 33.1040153503418,
        "E_coh": 0.44542160630226135,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 4,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -100.6,
              45.33
            ],
            [
              -100.58,
              45.31
            ],
            [
              -100.58,
              45.27
            ],
            [
              -100.56,
              45.25
            ],
            [
              -100.53,
              45.25
            ],
            [
              -100.51,
              45.23
            ],
            [
              -100.51,
              45.2
            ],
            [
              -100.54,
              45.17
            ],
            [
              -100.56,
              45.17
            ],
            [
              -100.59,
              45.15
            ],
            [
              -100.61,
              45.15
            ],
            [
              -100.63,
              45.13
            ],
            [
              -100.65,
              45.14
            ],
            [
              -100.68,
              45.14
            ],
            [
              -100.7,
              45.16
            ],
            [
              -100.7,
              45.19
            ],
            [
              -100.64,
              45.25
            ],
            [
              -100.63,
              45.32
            ],
            [
              -100.6,
              45.33
            ]
          ]
        ]
      },
      "raw_probability": 0.1843,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "6f6dafd5ed07a2d2b45ecf0a767e0cc968cb9f3a2a6f676d6d87c208fd598e01",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.1843,
        "probability": 0.00222,
        "confidence_lo": 0.002191,
        "confidence_hi": 0.00222,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6dfb61aa037f2c4252f188b5d76e10b31a8ec4f6cc158cf280f6f54e72f87d3a",
        "signature": {
          "alg": "ed25519",
          "sig": "6ceaf2b074af1915753ab33fe1b5568427ff9647cbaf4d085e3e8760d3593d8fbd9b07ec990e5713c70f9c31e1b23f90c96cdc8830334fa7784b3be00c0b8209"
        }
      },
      "receipt_sha256": "6dfb61aa037f2c4252f188b5d76e10b31a8ec4f6cc158cf280f6f54e72f87d3a"
    },
    {
      "storm_id": "228136",
      "lat": 45.29,
      "lon": -67.014,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1878.0,
      "ebshear": 32.0,
      "srh01": 51.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 51.0
        },
        {
          "name": "hrrr_pwat",
          "value": 23.5009
        },
        {
          "name": "alignment",
          "value": -5.7414
        },
        {
          "name": "tau",
          "value": 0.2662
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1833
      },
      "coherence_score": 0.2662419378757477,
      "coherence_diagnostics": {
        "tau": 0.2662419378757477,
        "grad_tau": 0.21653014421463013,
        "torsion": 0.0,
        "alignment": -5.741362571716309,
        "S_field": 0.1575467586517334,
        "Gamma_field": 0.16131876409053802,
        "S_over_Gamma": 0.976617693901062,
        "Da": 9.63487720489502,
        "E_coh": 0.49659907817840576,
        "singularity_count": 0.0,
        "singularity_conditions_met": 0,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -67.05,
              45.33
            ],
            [
              -67.0,
              45.33
            ],
            [
              -66.98,
              45.32
            ],
            [
              -66.96,
              45.3
            ],
            [
              -66.96,
              45.24
            ],
            [
              -66.98,
              45.23
            ],
            [
              -67.04,
              45.24
            ],
            [
              -67.06,
              45.26
            ],
            [
              -67.06,
              45.32
            ],
            [
              -67.05,
              45.33
            ]
          ]
        ]
      },
      "raw_probability": 0.1833,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "78f2b8066c8f8e181c6a7c71bdf1938dc3d8715c4a2397af01e64e9da8bfdcf8",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.1833,
        "probability": 0.00222,
        "confidence_lo": 0.002191,
        "confidence_hi": 0.00222,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "229fa2d619e69ee94fb51dd33fb6aa005b20d1e040e5bc0aa123e6c569e06ecc",
        "signature": {
          "alg": "ed25519",
          "sig": "679b01f811805c155fb423f923638d093d9818902fcbca23cbbe725309c1a867692368d435b13e3f7fc8ddfc38e81d5a465b5e9fd2123be60169483fc055f80b"
        }
      },
      "receipt_sha256": "229fa2d619e69ee94fb51dd33fb6aa005b20d1e040e5bc0aa123e6c569e06ecc"
    },
    {
      "storm_id": "227831",
      "lat": 45.92,
      "lon": -76.6114,
      "motion_east": 6.4,
      "motion_south": 2.5,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1412.0,
      "ebshear": 41.0,
      "srh01": 71.0,
      "maxllaz": 0.001,
      "mesh": 0.43,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 71.0
        },
        {
          "name": "hrrr_pwat",
          "value": 23.7509
        },
        {
          "name": "alignment",
          "value": -2.2306
        },
        {
          "name": "tau",
          "value": 1.1594
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1788
      },
      "coherence_score": 1.1593928337097168,
      "coherence_diagnostics": {
        "tau": 1.1593928337097168,
        "grad_tau": 0.08359479159116745,
        "torsion": 0.0,
        "alignment": -2.2306063175201416,
        "S_field": 0.28236836194992065,
        "Gamma_field": 0.33381879329681396,
        "S_over_Gamma": 0.8458731770515442,
        "Da": 19.37188148498535,
        "E_coh": 0.6118953227996826,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -76.64,
              45.96
            ],
            [
              -76.62,
              45.95
            ],
            [
              -76.59,
              45.95
            ],
            [
              -76.57,
              45.93
            ],
            [
              -76.58,
              45.92
            ],
            [
              -76.57,
              45.9
            ],
            [
              -76.57,
              45.88
            ],
            [
              -76.58,
              45.87
            ],
            [
              -76.62,
              45.87
            ],
            [
              -76.64,
              45.89
            ],
            [
              -76.64,
              45.92
            ],
            [
              -76.65,
              45.93
            ],
            [
              -76.65,
              45.95
            ],
            [
              -76.64,
              45.96
            ]
          ]
        ]
      },
      "raw_probability": 0.1788,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "5680d43b88e5b513459a47064911840bde1bfd86173c864357142aa39cf585d9",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.1788,
        "probability": 0.00222,
        "confidence_lo": 0.002191,
        "confidence_hi": 0.00222,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3f188e971d0cdc9d2b9f8dfbd24ca43a7e4bc19aba467f8640f0b75171f22e50",
        "signature": {
          "alg": "ed25519",
          "sig": "009cab9da8d61c30f60117ba7702096b855a12d95cfd520a320cdb36f3008f68345ab17c836a3b3738fd279e30d59c236c7d63d821d99431af38a79752a55701"
        }
      },
      "receipt_sha256": "3f188e971d0cdc9d2b9f8dfbd24ca43a7e4bc19aba467f8640f0b75171f22e50"
    },
    {
      "storm_id": "228596",
      "lat": 45.4167,
      "lon": -101.4011,
      "motion_east": 6.2,
      "motion_south": 1.6,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1535.0,
      "ebshear": 36.0,
      "srh01": 82.0,
      "maxllaz": 0.004,
      "mesh": 0.42,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 82.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.1259
        },
        {
          "name": "alignment",
          "value": -1.3744
        },
        {
          "name": "tau",
          "value": 0.7755
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1706
      },
      "coherence_score": 0.7755334973335266,
      "coherence_diagnostics": {
        "tau": 0.7755334973335266,
        "grad_tau": 0.1938614696264267,
        "torsion": 0.0,
        "alignment": -1.3744091987609863,
        "S_field": 0.3202362060546875,
        "Gamma_field": 0.5413187742233276,
        "S_over_Gamma": 0.5915852785110474,
        "Da": 33.1040153503418,
        "E_coh": 0.44542160630226135,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -101.41,
              45.45
            ],
            [
              -101.38,
              45.45
            ],
            [
              -101.36,
              45.43
            ],
            [
              -101.36,
              45.39
            ],
            [
              -101.38,
              45.37
            ],
            [
              -101.43,
              45.38
            ],
            [
              -101.44,
              45.4
            ],
            [
              -101.44,
              45.43
            ],
            [
              -101.41,
              45.45
            ]
          ]
        ]
      },
      "raw_probability": 0.1706,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "1657afa746daa5c0a550b169ebccf577957616607ccd4c162175a6cecf510a15",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.1706,
        "probability": 0.00222,
        "confidence_lo": 0.002191,
        "confidence_hi": 0.00222,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d1f2d8861956b84f84010803ad21d311949e31155afdefe01caacd2cc09d694b",
        "signature": {
          "alg": "ed25519",
          "sig": "6de19e5c2a29fd3950ca031b9f0106476efd1e21ed3183c533152d7fa3ee38a228b9ff3b4446fcf7b0237c64b25d943e4ef17608111a4914cc7e2601b3c64004"
        }
      },
      "receipt_sha256": "d1f2d8861956b84f84010803ad21d311949e31155afdefe01caacd2cc09d694b"
    },
    {
      "storm_id": "226620",
      "lat": 37.9178,
      "lon": -89.9096,
      "motion_east": 1.5,
      "motion_south": 0.2,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 5071.0,
      "ebshear": 35.0,
      "srh01": 94.0,
      "maxllaz": 0.005,
      "mesh": 0.43,
      "flash_rate": 8.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 94.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.2509
        },
        {
          "name": "alignment",
          "value": 3.2863
        },
        {
          "name": "tau",
          "value": 3.7467
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1703
      },
      "coherence_score": 3.7467470169067383,
      "coherence_diagnostics": {
        "tau": 3.7467470169067383,
        "grad_tau": 0.1718556433916092,
        "torsion": 0.0,
        "alignment": 3.2862801551818848,
        "S_field": 1.4888026714324951,
        "Gamma_field": 0.3946520984172821,
        "S_over_Gamma": 3.7724432945251465,
        "Da": 26.260583877563477,
        "E_coh": 0.9881324172019958,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 4,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -90.0,
              38.08
            ],
            [
              -89.97,
              38.08
            ],
            [
              -89.95,
              38.06
            ],
            [
              -89.96,
              38.0
            ],
            [
              -89.94,
              37.97
            ],
            [
              -89.88,
              37.96
            ],
            [
              -89.79,
              37.91
            ],
            [
              -89.77,
              37.87
            ],
            [
              -89.77,
              37.83
            ],
            [
              -89.75,
              37.79
            ],
            [
              -89.76,
              37.75
            ],
            [
              -89.77,
              37.74
            ],
            [
              -89.82,
              37.74
            ],
            [
              -89.84,
              37.76
            ],
            [
              -89.85,
              37.79
            ],
            [
              -89.88,
              37.82
            ],
            [
              -89.88,
              37.83
            ],
            [
              -89.93,
              37.87
            ],
            [
              -89.95,
              37.87
            ],
            [
              -89.99,
              37.91
            ],
            [
              -89.99,
              37.97
            ],
            [
              -90.01,
              37.98
            ],
            [
              -90.03,
              38.01
            ],
            [
              -90.02,
              38.02
            ],
            [
              -90.03,
              38.03
            ],
            [
              -90.03,
              38.06
            ],
            [
              -90.0,
              38.08
            ]
          ]
        ]
      },
      "raw_probability": 0.1703,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "4cc841d61aed6eab1960197e31f11a5709134ae3255e68df4aa40fb0a2936c45",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.1703,
        "probability": 0.00222,
        "confidence_lo": 0.002191,
        "confidence_hi": 0.00222,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c56d9cb3c2c325363f2652030696f9d40e890df196f6a478b05bdb4f16fc9929",
        "signature": {
          "alg": "ed25519",
          "sig": "0f6cd0d8ba54bb0d09fbea178ff3623baf6f161b3f709578d3e3e3e270007b1053d5782adbb117414dd128c67f02cf75f0b223fce22b3676d09401174205110d"
        }
      },
      "receipt_sha256": "c56d9cb3c2c325363f2652030696f9d40e890df196f6a478b05bdb4f16fc9929"
    },
    {
      "storm_id": "226946",
      "lat": 34.7936,
      "lon": -114.0179,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2357.0,
      "ebshear": 30.0,
      "srh01": 150.0,
      "maxllaz": 0.003,
      "mesh": 0.1,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 150.0
        },
        {
          "name": "hrrr_pwat",
          "value": 26.5009
        },
        {
          "name": "alignment",
          "value": -3.8806
        },
        {
          "name": "tau",
          "value": 0.6197
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1681
      },
      "coherence_score": 0.6196678876876831,
      "coherence_diagnostics": {
        "tau": 0.6196678876876831,
        "grad_tau": 0.252302885055542,
        "torsion": 0.0,
        "alignment": -3.8806042671203613,
        "S_field": 0.15529315173625946,
        "Gamma_field": 0.7738187909126282,
        "S_over_Gamma": 0.20068413019180298,
        "Da": 46.14208984375,
        "E_coh": 0.44959527254104614,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 4,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -113.99,
              34.84
            ],
            [
              -113.99,
              34.82
            ],
            [
              -113.98,
              34.81
            ],
            [
              -113.99,
              34.8
            ],
            [
              -113.99,
              34.76
            ],
            [
              -114.0,
              34.74
            ],
            [
              -114.02,
              34.73
            ],
            [
              -114.06,
              34.74
            ],
            [
              -114.07,
              34.75
            ],
            [
              -114.07,
              34.8
            ],
            [
              -114.05,
              34.82
            ],
            [
              -114.05,
              34.83
            ],
            [
              -114.0,
              34.83
            ],
            [
              -113.99,
              34.84
            ]
          ]
        ]
      },
      "raw_probability": 0.1681,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "7c8780a0e0ae7e153f2803053de739f420ee713e747c520c2114da290a47883b",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.1681,
        "probability": 0.00222,
        "confidence_lo": 0.002191,
        "confidence_hi": 0.00222,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a5881cba668b7a48452df350b3737f8ac33699ab5726595a31929c759759e3ea",
        "signature": {
          "alg": "ed25519",
          "sig": "a48fb484958f4eebde25acb998daf666d31a12d559ee45f840910e29112faa58b406f8f3d6d16ab170e864b578c7db3e8a3656beea47561c57718c4456faae01"
        }
      },
      "receipt_sha256": "a5881cba668b7a48452df350b3737f8ac33699ab5726595a31929c759759e3ea"
    },
    {
      "storm_id": "228802",
      "lat": 38.7564,
      "lon": -119.6229,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 694.0,
      "ebshear": 22.0,
      "srh01": 76.0,
      "maxllaz": 0.002,
      "mesh": 0.12,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 76.0
        },
        {
          "name": "hrrr_pwat",
          "value": 20.0009
        },
        {
          "name": "alignment",
          "value": -0.8812
        },
        {
          "name": "tau",
          "value": 0.5071
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1645
      },
      "coherence_score": 0.5071152448654175,
      "coherence_diagnostics": {
        "tau": 0.5071152448654175,
        "grad_tau": 0.047124821692705154,
        "torsion": 0.0,
        "alignment": -0.8812286257743835,
        "S_field": 0.10976956784725189,
        "Gamma_field": 0.15000000596046448,
        "S_over_Gamma": 0.7317970991134644,
        "Da": 8.926959991455078,
        "E_coh": 0.032243628054857254,
        "singularity_count": 0.0,
        "singularity_conditions_met": 0,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -119.59,
              38.81
            ],
            [
              -119.57,
              38.81
            ],
            [
              -119.58,
              38.75
            ],
            [
              -119.59,
              38.75
            ],
            [
              -119.63,
              38.7
            ],
            [
              -119.67,
              38.7
            ],
            [
              -119.68,
              38.71
            ],
            [
              -119.67,
              38.71
            ],
            [
              -119.65,
              38.73
            ],
            [
              -119.65,
              38.75
            ],
            [
              -119.62,
              38.78
            ],
            [
              -119.62,
              38.79
            ],
            [
              -119.61,
              38.79
            ],
            [
              -119.59,
              38.81
            ]
          ]
        ]
      },
      "raw_probability": 0.1645,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "ae5442f0f9e7fbd51cb42e7c7e8a3f50c6e579b34960c314dbeeec23fdb6d7fd",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.1645,
        "probability": 0.00222,
        "confidence_lo": 0.002191,
        "confidence_hi": 0.00222,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "23e32063716d4dc87c1cf9d4cbf07503b39b55b7f09356da86a1e47cb241bf31",
        "signature": {
          "alg": "ed25519",
          "sig": "1dc570a8ba701bec0da7e958be5e3f84c9be60e2552426a8159466919d5b8300d11a74ef0a1f4629d9c26b2560ea0f1841f8aaf8df0cfee123717dd1316e1706"
        }
      },
      "receipt_sha256": "23e32063716d4dc87c1cf9d4cbf07503b39b55b7f09356da86a1e47cb241bf31"
    },
    {
      "storm_id": "227860",
      "lat": 26.4946,
      "lon": -81.294,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4301.0,
      "ebshear": 12.0,
      "srh01": 56.0,
      "maxllaz": 0.002,
      "mesh": 0.15,
      "flash_rate": 5.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 56.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.6259
        },
        {
          "name": "alignment",
          "value": -1.8231
        },
        {
          "name": "tau",
          "value": 3.2848
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1624
      },
      "coherence_score": 3.2847838401794434,
      "coherence_diagnostics": {
        "tau": 3.2847838401794434,
        "grad_tau": 0.9737436771392822,
        "torsion": -4.156651467468464e-09,
        "alignment": -1.8230561017990112,
        "S_field": 1.5213449001312256,
        "Gamma_field": 0.1929854303598404,
        "S_over_Gamma": 7.883211135864258,
        "Da": 11.962442398071289,
        "E_coh": 0.9874308109283447,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.14,
              26.64
            ],
            [
              -81.13,
              26.63
            ],
            [
              -81.09,
              26.63
            ],
            [
              -81.11,
              26.6
            ],
            [
              -81.1,
              26.59
            ],
            [
              -81.1,
              26.57
            ],
            [
              -81.15,
              26.55
            ],
            [
              -81.17,
              26.53
            ],
            [
              -81.18,
              26.51
            ],
            [
              -81.18,
              26.47
            ],
            [
              -81.21,
              26.43
            ],
            [
              -81.24,
              26.43
            ],
            [
              -81.26,
              26.41
            ],
            [
              -81.34,
              26.41
            ],
            [
              -81.38,
              26.39
            ],
            [
              -81.41,
              26.39
            ],
            [
              -81.44,
              26.36
            ],
            [
              -81.46,
              26.32
            ],
            [
              -81.51,
              26.32
            ],
            [
              -81.54,
              26.35
            ],
            [
              -81.54,
              26.4
            ],
            [
              -81.52,
              26.44
            ],
            [
              -81.5,
              26.46
            ],
            [
              -81.48,
              26.47
            ],
            [
              -81.45,
              26.47
            ],
            [
              -81.41,
              26.51
            ],
            [
              -81.39,
              26.52
            ],
            [
              -81.35,
              26.52
            ],
            [
              -81.33,
              26.5
            ],
            [
              -81.28,
              26.55
            ],
            [
              -81.26,
              26.56
            ],
            [
              -81.17,
              26.56
            ],
            [
              -81.16,
              26.57
            ],
            [
              -81.17,
              26.61
            ],
            [
              -81.14,
              26.64
            ]
          ]
        ]
      },
      "raw_probability": 0.1624,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "85857cf177a5f57cdb8a3dce1652a3c97512ff1b3bafb4c19f28ef6c15864202",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.1624,
        "probability": 0.00222,
        "confidence_lo": 0.002191,
        "confidence_hi": 0.00222,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d34463b7612304cdd0a4b16a2de1b8c096e9082a76350363dd3397f90efb9159",
        "signature": {
          "alg": "ed25519",
          "sig": "67068cb41b3356a91f0cce4f52ec47ed2f02a967d8531906d3ee7bce5971d330284119fa60faa955084d847e6804fe88d8611656d4587560ef972d8500ffec0c"
        }
      },
      "receipt_sha256": "d34463b7612304cdd0a4b16a2de1b8c096e9082a76350363dd3397f90efb9159"
    },
    {
      "storm_id": "226163",
      "lat": 45.2188,
      "lon": -78.0975,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 864.0,
      "ebshear": 37.0,
      "srh01": 91.0,
      "maxllaz": 0.003,
      "mesh": 0.79,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 91.0
        },
        {
          "name": "hrrr_pwat",
          "value": 23.6259
        },
        {
          "name": "alignment",
          "value": 2.2535
        },
        {
          "name": "tau",
          "value": 1.1399
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1618
      },
      "coherence_score": 1.1398677825927734,
      "coherence_diagnostics": {
        "tau": 1.1398677825927734,
        "grad_tau": 0.027212711051106453,
        "torsion": 0.0,
        "alignment": 2.2534899711608887,
        "S_field": 0.18622525036334991,
        "Gamma_field": 0.41465210914611816,
        "S_over_Gamma": 0.44911202788352966,
        "Da": 24.962697982788086,
        "E_coh": 0.1440756469964981,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 5,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -78.11,
              45.25
            ],
            [
              -78.08,
              45.25
            ],
            [
              -78.06,
              45.23
            ],
            [
              -78.06,
              45.18
            ],
            [
              -78.1,
              45.17
            ],
            [
              -78.13,
              45.19
            ],
            [
              -78.13,
              45.23
            ],
            [
              -78.11,
              45.25
            ]
          ]
        ]
      },
      "raw_probability": 0.1618,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "f60466c0c8b677dc27c9fb80cb65590701ab8bb51f22f7328682e0bfd3d76fe9",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.1618,
        "probability": 0.00222,
        "confidence_lo": 0.002191,
        "confidence_hi": 0.00222,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "668ba826d0567d1c2b43f5bf9b0136d14cce16e1694eaa83f3f8748b900fae4e",
        "signature": {
          "alg": "ed25519",
          "sig": "3dabf42af2aaa31d74a78378e8ed43970d9f3a56ae0d66232bfa57fa5ac23427d516a4ae1344d0b2ebe3b8cc44baa259eaf2b1dc4f85b48784d86960a77ea60e"
        }
      },
      "receipt_sha256": "668ba826d0567d1c2b43f5bf9b0136d14cce16e1694eaa83f3f8748b900fae4e"
    },
    {
      "storm_id": "228403",
      "lat": 28.7956,
      "lon": -80.9244,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4369.0,
      "ebshear": 26.0,
      "srh01": 65.0,
      "maxllaz": 0.004,
      "mesh": 0.75,
      "flash_rate": 5.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 65.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.5009
        },
        {
          "name": "alignment",
          "value": 0.6702
        },
        {
          "name": "tau",
          "value": 3.9703
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1614
      },
      "coherence_score": 3.9702677726745605,
      "coherence_diagnostics": {
        "tau": 3.9702677726745605,
        "grad_tau": 0.13980136811733246,
        "torsion": 0.0,
        "alignment": 0.6702449321746826,
        "S_field": 0.6896226406097412,
        "Gamma_field": 0.3438187837600708,
        "S_over_Gamma": 2.0057735443115234,
        "Da": 21.270349502563477,
        "E_coh": 0.972267746925354,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -80.9,
              28.93
            ],
            [
              -80.85,
              28.93
            ],
            [
              -80.86,
              28.92
            ],
            [
              -80.86,
              28.87
            ],
            [
              -80.87,
              28.85
            ],
            [
              -80.88,
              28.85
            ],
            [
              -80.91,
              28.81
            ],
            [
              -80.89,
              28.77
            ],
            [
              -80.89,
              28.75
            ],
            [
              -80.9,
              28.74
            ],
            [
              -80.86,
              28.71
            ],
            [
              -80.85,
              28.67
            ],
            [
              -80.87,
              28.67
            ],
            [
              -80.89,
              28.69
            ],
            [
              -80.96,
              28.69
            ],
            [
              -80.97,
              28.7
            ],
            [
              -81.0,
              28.7
            ],
            [
              -81.01,
              28.72
            ],
            [
              -81.0,
              28.73
            ],
            [
              -81.0,
              28.75
            ],
            [
              -81.02,
              28.78
            ],
            [
              -81.01,
              28.84
            ],
            [
              -80.99,
              28.85
            ],
            [
              -80.96,
              28.85
            ],
            [
              -80.93,
              28.88
            ],
            [
              -80.93,
              28.9
            ],
            [
              -80.9,
              28.93
            ]
          ]
        ]
      },
      "raw_probability": 0.1614,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "800930824299cf73a92042253256d2c5313974a8660ba325b3a511f9748285d3",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.1614,
        "probability": 0.00222,
        "confidence_lo": 0.002191,
        "confidence_hi": 0.00222,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9aa6531f93a924f9c77c1fb811b0150c88532b22662ac840bee3c7ca0d4e847c",
        "signature": {
          "alg": "ed25519",
          "sig": "924c755db3dacb81f9a38e5e201b8a7263701da6ec12922299d49b8021e0834bf8dc50b68513144fcebe1effded65e6c8e4fa393249003ace88271e33c9e3e06"
        }
      },
      "receipt_sha256": "9aa6531f93a924f9c77c1fb811b0150c88532b22662ac840bee3c7ca0d4e847c"
    },
    {
      "storm_id": "228642",
      "lat": 41.866,
      "lon": -76.082,
      "motion_east": 6.4,
      "motion_south": 0.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1208.0,
      "ebshear": 33.0,
      "srh01": 43.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 43.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.7509
        },
        {
          "name": "alignment",
          "value": -2.971
        },
        {
          "name": "tau",
          "value": 1.828
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1612
      },
      "coherence_score": 1.8280079364776611,
      "coherence_diagnostics": {
        "tau": 1.8280079364776611,
        "grad_tau": 0.2052791863679886,
        "torsion": 0.0,
        "alignment": -2.9709994792938232,
        "S_field": 0.6821702122688293,
        "Gamma_field": 0.2788187861442566,
        "S_over_Gamma": 2.446643590927124,
        "Da": 16.959230422973633,
        "E_coh": 0.8460603356361389,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -76.11,
              41.89
            ],
            [
              -76.04,
              41.89
            ],
            [
              -76.04,
              41.83
            ],
            [
              -76.11,
              41.83
            ],
            [
              -76.11,
              41.89
            ]
          ]
        ]
      },
      "raw_probability": 0.1612,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "e9bcdfa623dff14eb86e33cab42bdb742c97aba4484c12f559a21ed010cb22c8",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.1612,
        "probability": 0.00222,
        "confidence_lo": 0.002191,
        "confidence_hi": 0.00222,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3ae8f726fa96e1463f4716e23207ee4be0c40fd85f735ff9366c60bec748898f",
        "signature": {
          "alg": "ed25519",
          "sig": "bda4ce52e03d2c5ab59a584e36eb7dd1b4e123cf49da2a25bb66f444351cb3294c007b97bf11360c309f8ba14dd19eec470e2dce1ae377ce704143841ad9450d"
        }
      },
      "receipt_sha256": "3ae8f726fa96e1463f4716e23207ee4be0c40fd85f735ff9366c60bec748898f"
    },
    {
      "storm_id": "228657",
      "lat": 34.7367,
      "lon": -82.4278,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2346.0,
      "ebshear": 23.0,
      "srh01": 34.0,
      "maxllaz": 0.004,
      "mesh": 0.71,
      "flash_rate": 13.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 34.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.5009
        },
        {
          "name": "alignment",
          "value": -2.5913
        },
        {
          "name": "tau",
          "value": 4.3424
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1585
      },
      "coherence_score": 4.342425346374512,
      "coherence_diagnostics": {
        "tau": 4.342425346374512,
        "grad_tau": 0.21810948848724365,
        "torsion": 0.0,
        "alignment": -2.5913100242614746,
        "S_field": 1.1493257284164429,
        "Gamma_field": 0.26881879568099976,
        "S_over_Gamma": 4.275466442108154,
        "Da": 16.759235382080078,
        "E_coh": 0.949973464012146,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -82.44,
              34.77
            ],
            [
              -82.42,
              34.77
            ],
            [
              -82.39,
              34.75
            ],
            [
              -82.39,
              34.71
            ],
            [
              -82.42,
              34.69
            ],
            [
              -82.43,
              34.69
            ],
            [
              -82.46,
              34.73
            ],
            [
              -82.46,
              34.75
            ],
            [
              -82.44,
              34.77
            ]
          ]
        ]
      },
      "raw_probability": 0.1585,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "4a03614ac5c7fb8f55a22b64897d39c1015f766b671ec6c6405967d0e19d6351",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.1585,
        "probability": 0.00222,
        "confidence_lo": 0.002191,
        "confidence_hi": 0.00222,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "71093d8d22c3ed8e0d99f71f1f9c9f47f2f6ae818b07d121fc167c435dddbcb8",
        "signature": {
          "alg": "ed25519",
          "sig": "a93e89085ee5f47739443fe46348672a66458cf110c9f49ef17e8312478b3a837c1b146792ba3235026d6f27aa922012f9a89b3f22a39efb206fb05817535f0b"
        }
      },
      "receipt_sha256": "71093d8d22c3ed8e0d99f71f1f9c9f47f2f6ae818b07d121fc167c435dddbcb8"
    },
    {
      "storm_id": "228072",
      "lat": 27.8645,
      "lon": -80.543,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3708.0,
      "ebshear": 23.0,
      "srh01": 58.0,
      "maxllaz": 0.018,
      "mesh": 0.72,
      "flash_rate": 10.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 58.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.0009
        },
        {
          "name": "alignment",
          "value": 0.6549
        },
        {
          "name": "tau",
          "value": 3.9333
        },
        {
          "name": "maxllaz",
          "value": 0.018
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1569
      },
      "coherence_score": 3.9332504272460938,
      "coherence_diagnostics": {
        "tau": 3.9332504272460938,
        "grad_tau": 0.5529962182044983,
        "torsion": 0.0,
        "alignment": 0.6548997759819031,
        "S_field": 1.4742300510406494,
        "Gamma_field": 0.2071520984172821,
        "S_over_Gamma": 7.116655349731445,
        "Da": 12.863322257995605,
        "E_coh": 0.989718496799469,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -80.53,
              27.98
            ],
            [
              -80.49,
              27.98
            ],
            [
              -80.48,
              27.96
            ],
            [
              -80.48,
              27.91
            ],
            [
              -80.49,
              27.9
            ],
            [
              -80.49,
              27.88
            ],
            [
              -80.5,
              27.87
            ],
            [
              -80.5,
              27.85
            ],
            [
              -80.52,
              27.81
            ],
            [
              -80.52,
              27.76
            ],
            [
              -80.54,
              27.77
            ],
            [
              -80.55,
              27.76
            ],
            [
              -80.59,
              27.76
            ],
            [
              -80.61,
              27.78
            ],
            [
              -80.61,
              27.81
            ],
            [
              -80.62,
              27.82
            ],
            [
              -80.61,
              27.89
            ],
            [
              -80.6,
              27.9
            ],
            [
              -80.6,
              27.92
            ],
            [
              -80.53,
              27.98
            ]
          ]
        ]
      },
      "raw_probability": 0.1569,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "93c84b0dbe517cde872cae345a4b71b70556e94893d3df73f9238071c827283a",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.1569,
        "probability": 0.00222,
        "confidence_lo": 0.002191,
        "confidence_hi": 0.00222,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "71cccbb827831ee7ce091f697b277571b62dc480783a0845e3d9c7cebfd19e3e",
        "signature": {
          "alg": "ed25519",
          "sig": "8e34331871edbd5f3e121115a5cb798f5b8471fecf2b57c3fffa5be365895dbcdc803443d0f609b9c683cd28d5015ce8a78db085d273ab445f0abb461b6a6a0f"
        }
      },
      "receipt_sha256": "71cccbb827831ee7ce091f697b277571b62dc480783a0845e3d9c7cebfd19e3e"
    },
    {
      "storm_id": "228964",
      "lat": 46.2136,
      "lon": -77.3307,
      "motion_east": 6.9,
      "motion_south": 1.6,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 805.0,
      "ebshear": 33.0,
      "srh01": 34.0,
      "maxllaz": 0.001,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 34.0
        },
        {
          "name": "hrrr_pwat",
          "value": 28.6259
        },
        {
          "name": "alignment",
          "value": -2.7985
        },
        {
          "name": "tau",
          "value": 1.2094
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1541
      },
      "coherence_score": 1.20936119556427,
      "coherence_diagnostics": {
        "tau": 1.20936119556427,
        "grad_tau": 0.02642693929374218,
        "torsion": 0.0,
        "alignment": -2.7985174655914307,
        "S_field": 0.4689161777496338,
        "Gamma_field": 0.29881876707077026,
        "S_over_Gamma": 1.569232702255249,
        "Da": 17.370105743408203,
        "E_coh": 0.7928863167762756,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -77.36,
              46.25
            ],
            [
              -77.31,
              46.25
            ],
            [
              -77.29,
              46.24
            ],
            [
              -77.3,
              46.23
            ],
            [
              -77.3,
              46.19
            ],
            [
              -77.29,
              46.18
            ],
            [
              -77.3,
              46.17
            ],
            [
              -77.34,
              46.17
            ],
            [
              -77.35,
              46.18
            ],
            [
              -77.34,
              46.19
            ],
            [
              -77.34,
              46.21
            ],
            [
              -77.37,
              46.24
            ],
            [
              -77.38,
              46.24
            ],
            [
              -77.36,
              46.25
            ]
          ]
        ]
      },
      "raw_probability": 0.1541,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "77e730edd8581ae3e0838d7ff1789fa15ac8f9db61bc065149a5aa1a7cf34dad",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.1541,
        "probability": 0.00222,
        "confidence_lo": 0.002191,
        "confidence_hi": 0.00222,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c3edb1a06e1aa3aa2412cba4f73ce8504755a6bb03cbe4bbfdc6444e3684be7a",
        "signature": {
          "alg": "ed25519",
          "sig": "524b79b370c6358f3f1b75167d881bd85091ec8fcf99cfb0205be9d27d7824b3ec4d59edbcea34f7a82d73919e33254e09d5fe13de206cafedea42d7a3d6e80f"
        }
      },
      "receipt_sha256": "c3edb1a06e1aa3aa2412cba4f73ce8504755a6bb03cbe4bbfdc6444e3684be7a"
    },
    {
      "storm_id": "228413",
      "lat": 40.11,
      "lon": -103.817,
      "motion_east": 6.0,
      "motion_south": -4.0,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 740.0,
      "ebshear": 27.0,
      "srh01": 74.0,
      "maxllaz": 0.012,
      "mesh": 0.13,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 74.0
        },
        {
          "name": "hrrr_pwat",
          "value": 26.1259
        },
        {
          "name": "alignment",
          "value": -0.2171
        },
        {
          "name": "tau",
          "value": 0.6084
        },
        {
          "name": "maxllaz",
          "value": 0.012
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1535
      },
      "coherence_score": 0.6084318161010742,
      "coherence_diagnostics": {
        "tau": 0.6084318161010742,
        "grad_tau": 0.1020147055387497,
        "torsion": 0.0,
        "alignment": -0.2170788049697876,
        "S_field": 0.1340516358613968,
        "Gamma_field": 0.627985417842865,
        "S_over_Gamma": 0.2134629786014557,
        "Da": 35.12035369873047,
        "E_coh": 0.6832551956176758,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -103.82,
              40.14
            ],
            [
              -103.79,
              40.14
            ],
            [
              -103.78,
              40.13
            ],
            [
              -103.78,
              40.08
            ],
            [
              -103.79,
              40.07
            ],
            [
              -103.84,
              40.06
            ],
            [
              -103.86,
              40.08
            ],
            [
              -103.86,
              40.13
            ],
            [
              -103.83,
              40.13
            ],
            [
              -103.82,
              40.14
            ]
          ]
        ]
      },
      "raw_probability": 0.1535,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "1811fc3cb37b0cc70cd792b9a96437de226695e1b0881fb017a66a27e53c4818",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.1535,
        "probability": 0.00222,
        "confidence_lo": 0.002191,
        "confidence_hi": 0.00222,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f02b816596f3b6af38afd78331396c9cf705e88d39e4ae0b2ede4ad263bf44d2",
        "signature": {
          "alg": "ed25519",
          "sig": "9a39ca7f00719d4f0e1151f90b9388a316466ee70d45dd6ba3db4a227e00cd8c26dae70baa9c2e09bc81ed640946b2c88a3a865d07515711378bffb278a16901"
        }
      },
      "receipt_sha256": "f02b816596f3b6af38afd78331396c9cf705e88d39e4ae0b2ede4ad263bf44d2"
    },
    {
      "storm_id": "228890",
      "lat": 43.536,
      "lon": -102.713,
      "motion_east": 6.1,
      "motion_south": 1.3,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1847.0,
      "ebshear": 62.0,
      "srh01": 101.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 101.0
        },
        {
          "name": "hrrr_pwat",
          "value": 30.2509
        },
        {
          "name": "alignment",
          "value": 4.3101
        },
        {
          "name": "tau",
          "value": 0.8345
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1508
      },
      "coherence_score": 0.8344565629959106,
      "coherence_diagnostics": {
        "tau": 0.8344565629959106,
        "grad_tau": 0.11867354810237885,
        "torsion": 0.0,
        "alignment": 4.310132026672363,
        "S_field": 0.6302055716514587,
        "Gamma_field": 0.45631879568099976,
        "S_over_Gamma": 1.3810642957687378,
        "Da": 26.9360408782959,
        "E_coh": 0.8150383234024048,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -102.7,
              43.57
            ],
            [
              -102.66,
              43.56
            ],
            [
              -102.66,
              43.51
            ],
            [
              -102.69,
              43.49
            ],
            [
              -102.75,
              43.49
            ],
            [
              -102.76,
              43.5
            ],
            [
              -102.76,
              43.55
            ],
            [
              -102.74,
              43.56
            ],
            [
              -102.71,
              43.56
            ],
            [
              -102.7,
              43.57
            ]
          ]
        ]
      },
      "raw_probability": 0.1508,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "da5780b481379145f64d32ace7df0307c0584b53b10f2b0c5c3379f14b71aa33",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.1508,
        "probability": 0.00222,
        "confidence_lo": 0.002191,
        "confidence_hi": 0.00222,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2b2c43f049a1b612948d7249645a757831154ddbbb9944aee03a60623a60b872",
        "signature": {
          "alg": "ed25519",
          "sig": "fcc880eab203032736903427adefdc1fac4dc5103f3d779f88a95b3aeef63297b2b06cb82a1f84cb30cbc7706cfc8b31ce1aa3f7dda54eb377ce17a711892d0e"
        }
      },
      "receipt_sha256": "2b2c43f049a1b612948d7249645a757831154ddbbb9944aee03a60623a60b872"
    },
    {
      "storm_id": "226704",
      "lat": 46.3775,
      "lon": -76.7419,
      "motion_east": 6.4,
      "motion_south": 4.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1129.0,
      "ebshear": 32.0,
      "srh01": 46.0,
      "maxllaz": 0.004,
      "mesh": 1.2,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 46.0
        },
        {
          "name": "hrrr_pwat",
          "value": 23.7509
        },
        {
          "name": "alignment",
          "value": -2.2306
        },
        {
          "name": "tau",
          "value": 1.1594
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1505
      },
      "coherence_score": 1.1593928337097168,
      "coherence_diagnostics": {
        "tau": 1.1593928337097168,
        "grad_tau": 0.08359479159116745,
        "torsion": 0.0,
        "alignment": -2.2306063175201416,
        "S_field": 0.28236836194992065,
        "Gamma_field": 0.33381879329681396,
        "S_over_Gamma": 0.8458731770515442,
        "Da": 19.37188148498535,
        "E_coh": 0.6118953227996826,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 4,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -76.69,
              46.45
            ],
            [
              -76.67,
              46.44
            ],
            [
              -76.64,
              46.44
            ],
            [
              -76.64,
              46.39
            ],
            [
              -76.66,
              46.37
            ],
            [
              -76.67,
              46.37
            ],
            [
              -76.75,
              46.31
            ],
            [
              -76.77,
              46.31
            ],
            [
              -76.78,
              46.3
            ],
            [
              -76.82,
              46.33
            ],
            [
              -76.83,
              46.33
            ],
            [
              -76.84,
              46.35
            ],
            [
              -76.84,
              46.38
            ],
            [
              -76.83,
              46.4
            ],
            [
              -76.75,
              46.42
            ],
            [
              -76.69,
              46.45
            ]
          ]
        ]
      },
      "raw_probability": 0.1505,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "4a3bbd93fd28e58adb0aa0dc786b85bae291363256ea7408cbd09f8b73d6ae78",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.1505,
        "probability": 0.00222,
        "confidence_lo": 0.002191,
        "confidence_hi": 0.00222,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "53e9ad0c9be1c4ee94f573ad27087bb46d5e4686003f456fec85e395531195d2",
        "signature": {
          "alg": "ed25519",
          "sig": "8456a2325d3ee72b30edee6a267c3fe0e6fede6ba0bc48bd3cdaad98fcc4400446aad5a89c807b7540c92f682926c8219597b618cb065ee1ddac653df1590f05"
        }
      },
      "receipt_sha256": "53e9ad0c9be1c4ee94f573ad27087bb46d5e4686003f456fec85e395531195d2"
    },
    {
      "storm_id": "228856",
      "lat": 46.5614,
      "lon": -77.1557,
      "motion_east": 6.4,
      "motion_south": 2.8,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 730.0,
      "ebshear": 27.0,
      "srh01": 43.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 43.0
        },
        {
          "name": "hrrr_pwat",
          "value": 28.6259
        },
        {
          "name": "alignment",
          "value": -2.7985
        },
        {
          "name": "tau",
          "value": 1.2094
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1492
      },
      "coherence_score": 1.20936119556427,
      "coherence_diagnostics": {
        "tau": 1.20936119556427,
        "grad_tau": 0.02642693929374218,
        "torsion": 0.0,
        "alignment": -2.7985174655914307,
        "S_field": 0.4689161777496338,
        "Gamma_field": 0.29881876707077026,
        "S_over_Gamma": 1.569232702255249,
        "Da": 17.370105743408203,
        "E_coh": 0.7928863167762756,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -77.18,
              46.6
            ],
            [
              -77.17,
              46.59
            ],
            [
              -77.11,
              46.6
            ],
            [
              -77.11,
              46.58
            ],
            [
              -77.1,
              46.57
            ],
            [
              -77.11,
              46.56
            ],
            [
              -77.11,
              46.52
            ],
            [
              -77.12,
              46.51
            ],
            [
              -77.17,
              46.51
            ],
            [
              -77.18,
              46.52
            ],
            [
              -77.22,
              46.53
            ],
            [
              -77.23,
              46.58
            ],
            [
              -77.19,
              46.59
            ],
            [
              -77.18,
              46.6
            ]
          ]
        ]
      },
      "raw_probability": 0.1492,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "537008dcf478bfe294138666a659f1a94ab33570632693cfecb2b6ddf928551f",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.1492,
        "probability": 0.00222,
        "confidence_lo": 0.002191,
        "confidence_hi": 0.00222,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a6600729934c4baa032a67ce67edb5aeb0a70dcbb36287b2979061886af59531",
        "signature": {
          "alg": "ed25519",
          "sig": "fd1a7cc2764a7ecb43acd4ca8c23b892c092bb5921ce437ac494debb77defb749c28ee3300f8eb11cb1a60bac973f21dc5b478ee8c58c889ce341dfe77012304"
        }
      },
      "receipt_sha256": "a6600729934c4baa032a67ce67edb5aeb0a70dcbb36287b2979061886af59531"
    },
    {
      "storm_id": "228923",
      "lat": 45.5944,
      "lon": -103.3744,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 829.0,
      "ebshear": 55.0,
      "srh01": 81.0,
      "maxllaz": 0.003,
      "mesh": 0.09,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 81.0
        },
        {
          "name": "hrrr_pwat",
          "value": 25.6259
        },
        {
          "name": "alignment",
          "value": 0.3424
        },
        {
          "name": "tau",
          "value": 0.5286
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1482
      },
      "coherence_score": 0.5285834074020386,
      "coherence_diagnostics": {
        "tau": 0.5285834074020386,
        "grad_tau": 0.11353418231010437,
        "torsion": 0.0,
        "alignment": 0.3423900604248047,
        "S_field": 0.26490822434425354,
        "Gamma_field": 0.8871521353721619,
        "S_over_Gamma": 0.29860517382621765,
        "Da": 53.11220169067383,
        "E_coh": 0.5153993368148804,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -103.37,
              45.62
            ],
            [
              -103.32,
              45.62
            ],
            [
              -103.3,
              45.59
            ],
            [
              -103.4,
              45.54
            ],
            [
              -103.41,
              45.55
            ],
            [
              -103.42,
              45.59
            ],
            [
              -103.4,
              45.61
            ],
            [
              -103.38,
              45.61
            ],
            [
              -103.37,
              45.62
            ]
          ]
        ]
      },
      "raw_probability": 0.1482,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "663741506ae8fe718f6a948a679af9d40273581e8cdf65e0a0a0082dc2c5aacd",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.1482,
        "probability": 0.00222,
        "confidence_lo": 0.002191,
        "confidence_hi": 0.00222,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "826336800c06122ecdfca443130edaa5100a5c1eeeacf2a4acade59be70f2336",
        "signature": {
          "alg": "ed25519",
          "sig": "1664d1fc79040790329f87606998def2ca4b6d522e2d7b9f64ea3c646d3c730db8937eaa6618a745426a00a6a92c6af6c09e6c1613d7adc302222cc1d3f8390a"
        }
      },
      "receipt_sha256": "826336800c06122ecdfca443130edaa5100a5c1eeeacf2a4acade59be70f2336"
    },
    {
      "storm_id": "227928",
      "lat": 44.4885,
      "lon": -112.086,
      "motion_east": 6.4,
      "motion_south": -1.0,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 637.0,
      "ebshear": 23.0,
      "srh01": 92.0,
      "maxllaz": 0.004,
      "mesh": 0.38,
      "flash_rate": 6.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 92.0
        },
        {
          "name": "hrrr_pwat",
          "value": 14.7509
        },
        {
          "name": "alignment",
          "value": 2.7504
        },
        {
          "name": "tau",
          "value": 0.3561
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1451
      },
      "coherence_score": 0.35606813430786133,
      "coherence_diagnostics": {
        "tau": 0.35606813430786133,
        "grad_tau": 0.016124848276376724,
        "torsion": 0.0,
        "alignment": 2.750382423400879,
        "S_field": 0.15713688731193542,
        "Gamma_field": 0.4196521043777466,
        "S_over_Gamma": 0.3744456171989441,
        "Da": 24.254535675048828,
        "E_coh": 0.5222353935241699,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -112.0,
              44.57
            ],
            [
              -111.97,
              44.57
            ],
            [
              -111.94,
              44.54
            ],
            [
              -111.94,
              44.5
            ],
            [
              -112.0,
              44.44
            ],
            [
              -112.01,
              44.42
            ],
            [
              -112.09,
              44.42
            ],
            [
              -112.11,
              44.4
            ],
            [
              -112.16,
              44.4
            ],
            [
              -112.2,
              44.42
            ],
            [
              -112.22,
              44.44
            ],
            [
              -112.22,
              44.48
            ],
            [
              -112.21,
              44.49
            ],
            [
              -112.19,
              44.49
            ],
            [
              -112.15,
              44.51
            ],
            [
              -112.12,
              44.51
            ],
            [
              -112.11,
              44.52
            ],
            [
              -112.06,
              44.52
            ],
            [
              -112.02,
              44.56
            ],
            [
              -112.0,
              44.57
            ]
          ]
        ]
      },
      "raw_probability": 0.1451,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "81f56ddaa165ca442cb5128ff95a8300eb8c5fb4f7b5b229fd1207586a063131",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.1451,
        "probability": 0.00222,
        "confidence_lo": 0.001934,
        "confidence_hi": 0.00222,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3ffe0d497175505dd576cf2e5a634e59d55112d71f9d2d7f3400d7ccc90e20b7",
        "signature": {
          "alg": "ed25519",
          "sig": "f17a96b97776fc528bc1e6663ce4da5d343a268c9d5c9c2decd008760cc0769fa8508ade04f07ca006828af04b91a2f76e0ce32c3f30db98d1bbcb6a9299c807"
        }
      },
      "receipt_sha256": "3ffe0d497175505dd576cf2e5a634e59d55112d71f9d2d7f3400d7ccc90e20b7"
    },
    {
      "storm_id": "228963",
      "lat": 46.3692,
      "lon": -77.1983,
      "motion_east": 6.5,
      "motion_south": 2.4,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 683.0,
      "ebshear": 30.0,
      "srh01": 39.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 39.0
        },
        {
          "name": "hrrr_pwat",
          "value": 28.6259
        },
        {
          "name": "alignment",
          "value": -2.7985
        },
        {
          "name": "tau",
          "value": 1.2094
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1359
      },
      "coherence_score": 1.20936119556427,
      "coherence_diagnostics": {
        "tau": 1.20936119556427,
        "grad_tau": 0.02642693929374218,
        "torsion": 0.0,
        "alignment": -2.7985174655914307,
        "S_field": 0.4689161777496338,
        "Gamma_field": 0.29881876707077026,
        "S_over_Gamma": 1.569232702255249,
        "Da": 17.370105743408203,
        "E_coh": 0.7928863167762756,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -77.21,
              46.41
            ],
            [
              -77.18,
              46.41
            ],
            [
              -77.18,
              46.38
            ],
            [
              -77.15,
              46.35
            ],
            [
              -77.16,
              46.34
            ],
            [
              -77.18,
              46.34
            ],
            [
              -77.19,
              46.33
            ],
            [
              -77.23,
              46.33
            ],
            [
              -77.25,
              46.35
            ],
            [
              -77.22,
              46.38
            ],
            [
              -77.22,
              46.4
            ],
            [
              -77.21,
              46.41
            ]
          ]
        ]
      },
      "raw_probability": 0.1359,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "5d02217e334d01d3c2db133c94cc98b619e7bdd383af597febc567312582ad09",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.1359,
        "probability": 0.002048,
        "confidence_lo": 0.001922,
        "confidence_hi": 0.002049,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9abbf32ad6535b60d4f98cb783848b0f3a5376df0cf3b9da7322bb77eed26de7",
        "signature": {
          "alg": "ed25519",
          "sig": "e26a01e2ae19c53b1766c15654d24127da2cdcb7384e1b599594a9fdcca4d3bea869ede71de59a9c88b78ade12a6480962a97a8447521bab58f3279a9a1a5001"
        }
      },
      "receipt_sha256": "9abbf32ad6535b60d4f98cb783848b0f3a5376df0cf3b9da7322bb77eed26de7"
    },
    {
      "storm_id": "227957",
      "lat": 30.6254,
      "lon": -84.38,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3549.0,
      "ebshear": 15.0,
      "srh01": 39.0,
      "maxllaz": 0.006,
      "mesh": 0.59,
      "flash_rate": 36.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 39.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.3759
        },
        {
          "name": "alignment",
          "value": -0.5563
        },
        {
          "name": "tau",
          "value": 4.6035
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1335
      },
      "coherence_score": 4.603521823883057,
      "coherence_diagnostics": {
        "tau": 4.603521823883057,
        "grad_tau": 0.05006621032953262,
        "torsion": 0.0,
        "alignment": -0.5562999844551086,
        "S_field": 1.2733874320983887,
        "Gamma_field": 0.2071520984172821,
        "S_over_Gamma": 6.14711332321167,
        "Da": 12.23464584350586,
        "E_coh": 0.9777126312255859,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.53,
              30.76
            ],
            [
              -84.5,
              30.73
            ],
            [
              -84.47,
              30.73
            ],
            [
              -84.42,
              30.7
            ],
            [
              -84.36,
              30.69
            ],
            [
              -84.31,
              30.63
            ],
            [
              -84.29,
              30.62
            ],
            [
              -84.25,
              30.62
            ],
            [
              -84.23,
              30.58
            ],
            [
              -84.18,
              30.52
            ],
            [
              -84.18,
              30.48
            ],
            [
              -84.21,
              30.46
            ],
            [
              -84.24,
              30.46
            ],
            [
              -84.3,
              30.49
            ],
            [
              -84.34,
              30.53
            ],
            [
              -84.34,
              30.58
            ],
            [
              -84.33,
              30.59
            ],
            [
              -84.35,
              30.61
            ],
            [
              -84.4,
              30.61
            ],
            [
              -84.41,
              30.62
            ],
            [
              -84.43,
              30.62
            ],
            [
              -84.45,
              30.64
            ],
            [
              -84.49,
              30.65
            ],
            [
              -84.51,
              30.67
            ],
            [
              -84.51,
              30.69
            ],
            [
              -84.54,
              30.72
            ],
            [
              -84.54,
              30.75
            ],
            [
              -84.53,
              30.76
            ]
          ]
        ]
      },
      "raw_probability": 0.1335,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "ae2f3a1877bf57ee0000fcb337b35f9883342cf1dd29cb8aec00782c49f63bda",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.1335,
        "probability": 0.002048,
        "confidence_lo": 0.001922,
        "confidence_hi": 0.002049,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b6e11bc4e033d4ff7d56894d8c8e65934abb18affd1e8625112e31eb735233b7",
        "signature": {
          "alg": "ed25519",
          "sig": "bd3b76bf401ebb224930737b9ae11df7a0807787966eb15569b1ed9c866644d7f86abdbc1a8b9e83718f26954c329b9c70c9f896d1f100c7a3968ea4fdc17a0a"
        }
      },
      "receipt_sha256": "b6e11bc4e033d4ff7d56894d8c8e65934abb18affd1e8625112e31eb735233b7"
    },
    {
      "storm_id": "228693",
      "lat": 34.5312,
      "lon": -113.8735,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2137.0,
      "ebshear": 31.0,
      "srh01": 92.0,
      "maxllaz": 0.002,
      "mesh": 0.35,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 92.0
        },
        {
          "name": "hrrr_pwat",
          "value": 26.5009
        },
        {
          "name": "alignment",
          "value": -3.8806
        },
        {
          "name": "tau",
          "value": 0.6197
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1303
      },
      "coherence_score": 0.6196678876876831,
      "coherence_diagnostics": {
        "tau": 0.6196678876876831,
        "grad_tau": 0.252302885055542,
        "torsion": 0.0,
        "alignment": -3.8806042671203613,
        "S_field": 0.15529315173625946,
        "Gamma_field": 0.7738187909126282,
        "S_over_Gamma": 0.20068413019180298,
        "Da": 46.14208984375,
        "E_coh": 0.44959527254104614,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -113.89,
              34.6
            ],
            [
              -113.87,
              34.6
            ],
            [
              -113.86,
              34.59
            ],
            [
              -113.84,
              34.59
            ],
            [
              -113.8,
              34.57
            ],
            [
              -113.79,
              34.56
            ],
            [
              -113.79,
              34.51
            ],
            [
              -113.8,
              34.5
            ],
            [
              -113.83,
              34.5
            ],
            [
              -113.85,
              34.49
            ],
            [
              -113.9,
              34.44
            ],
            [
              -113.94,
              34.44
            ],
            [
              -113.96,
              34.46
            ],
            [
              -113.96,
              34.5
            ],
            [
              -113.94,
              34.52
            ],
            [
              -113.94,
              34.56
            ],
            [
              -113.89,
              34.6
            ]
          ]
        ]
      },
      "raw_probability": 0.1303,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "44ee484b094bdbad42ad37d2c8f5e5560aad13d99af7571259e57d0a7b98fa97",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.1303,
        "probability": 0.002048,
        "confidence_lo": 0.001922,
        "confidence_hi": 0.002049,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b398eb78ed14c73a2aee021a502fe2e2980e8abf9e040be44a5fb6985bba95f4",
        "signature": {
          "alg": "ed25519",
          "sig": "123fabd44ca36dde8450462a1e5faf42b7eccbd59902208f3c8b3a276a427a5ddef4d0358a03d69dd9d62618e113800a7df8cf8a482218871d6855df49359201"
        }
      },
      "receipt_sha256": "b398eb78ed14c73a2aee021a502fe2e2980e8abf9e040be44a5fb6985bba95f4"
    },
    {
      "storm_id": "228700",
      "lat": 30.3589,
      "lon": -84.22,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2783.0,
      "ebshear": 13.0,
      "srh01": 32.0,
      "maxllaz": 0.005,
      "mesh": 0.11,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 32.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.3759
        },
        {
          "name": "alignment",
          "value": -0.5563
        },
        {
          "name": "tau",
          "value": 4.6035
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1259
      },
      "coherence_score": 4.603521823883057,
      "coherence_diagnostics": {
        "tau": 4.603521823883057,
        "grad_tau": 0.05006621032953262,
        "torsion": 0.0,
        "alignment": -0.5562999844551086,
        "S_field": 1.2733874320983887,
        "Gamma_field": 0.2071520984172821,
        "S_over_Gamma": 6.14711332321167,
        "Da": 12.23464584350586,
        "E_coh": 0.9777126312255859,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.24,
              30.39
            ],
            [
              -84.21,
              30.39
            ],
            [
              -84.18,
              30.36
            ],
            [
              -84.18,
              30.34
            ],
            [
              -84.2,
              30.32
            ],
            [
              -84.23,
              30.32
            ],
            [
              -84.25,
              30.34
            ],
            [
              -84.25,
              30.38
            ],
            [
              -84.24,
              30.39
            ]
          ]
        ]
      },
      "raw_probability": 0.1259,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "d0cb3e9fb17b64e8c12d0a1ab9dfbd13e2fbc8eefc7f1ca744c8792010afdba6",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.1259,
        "probability": 0.00202,
        "confidence_lo": 0.001922,
        "confidence_hi": 0.00202,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "497bdac591b92079ebe2f81ebc8c37f0eff90762eaa4809ebf698d938c7dc576",
        "signature": {
          "alg": "ed25519",
          "sig": "6683f6d2e11fb2196f2e80367354bfa81d85879da4c7ea952908c2d5975eb04aee710e936d71f64324836a8a533746f319f9a432ae5324b3b67af47f76176d0b"
        }
      },
      "receipt_sha256": "497bdac591b92079ebe2f81ebc8c37f0eff90762eaa4809ebf698d938c7dc576"
    },
    {
      "storm_id": "228358",
      "lat": 31.3978,
      "lon": -84.81,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3477.0,
      "ebshear": 14.0,
      "srh01": 39.0,
      "maxllaz": 0.005,
      "mesh": 0.53,
      "flash_rate": 14.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 39.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.3759
        },
        {
          "name": "alignment",
          "value": -1.9286
        },
        {
          "name": "tau",
          "value": 4.2001
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1228
      },
      "coherence_score": 4.200066566467285,
      "coherence_diagnostics": {
        "tau": 4.200066566467285,
        "grad_tau": 0.28016865253448486,
        "torsion": 0.0,
        "alignment": -1.9286020994186401,
        "S_field": 0.9722234010696411,
        "Gamma_field": 0.33798545598983765,
        "S_over_Gamma": 2.8765244483947754,
        "Da": 21.352672576904297,
        "E_coh": 0.9660506248474121,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.83,
              31.42
            ],
            [
              -84.78,
              31.42
            ],
            [
              -84.77,
              31.41
            ],
            [
              -84.77,
              31.38
            ],
            [
              -84.78,
              31.37
            ],
            [
              -84.83,
              31.37
            ],
            [
              -84.85,
              31.39
            ],
            [
              -84.85,
              31.4
            ],
            [
              -84.83,
              31.42
            ]
          ]
        ]
      },
      "raw_probability": 0.1228,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "f8ec78145617038b6b872479cfb096450dc1daeaf856fd8d98591314db3c476d",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.1228,
        "probability": 0.002004,
        "confidence_lo": 0.001922,
        "confidence_hi": 0.002004,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f902e2a431312f6cacb4d9c9b54df63179d7577d91e6f7fe28defda78146ff25",
        "signature": {
          "alg": "ed25519",
          "sig": "b834a6251a281b9a8a471384edc3bae6f07aa3fadaaee5614948e8b250b4e2cd80a9e27a40447ef2ff554c0dd761e08c366920972ec21d91e017660531115c0d"
        }
      },
      "receipt_sha256": "f902e2a431312f6cacb4d9c9b54df63179d7577d91e6f7fe28defda78146ff25"
    },
    {
      "storm_id": "228966",
      "lat": 44.4762,
      "lon": -77.5238,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 862.0,
      "ebshear": 38.0,
      "srh01": 42.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 42.0
        },
        {
          "name": "hrrr_pwat",
          "value": 27.3759
        },
        {
          "name": "alignment",
          "value": 2.7368
        },
        {
          "name": "tau",
          "value": 1.3094
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1216
      },
      "coherence_score": 1.309443473815918,
      "coherence_diagnostics": {
        "tau": 1.309443473815918,
        "grad_tau": 0.1154712587594986,
        "torsion": 0.0,
        "alignment": 2.7368388175964355,
        "S_field": 0.42899343371391296,
        "Gamma_field": 0.2888187766075134,
        "S_over_Gamma": 1.485337734222412,
        "Da": 17.245943069458008,
        "E_coh": 0.5380332469940186,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -77.53,
              44.51
            ],
            [
              -77.52,
              44.5
            ],
            [
              -77.49,
              44.5
            ],
            [
              -77.48,
              44.49
            ],
            [
              -77.48,
              44.47
            ],
            [
              -77.5,
              44.43
            ],
            [
              -77.52,
              44.43
            ],
            [
              -77.53,
              44.44
            ],
            [
              -77.57,
              44.45
            ],
            [
              -77.56,
              44.46
            ],
            [
              -77.56,
              44.5
            ],
            [
              -77.54,
              44.5
            ],
            [
              -77.53,
              44.51
            ]
          ]
        ]
      },
      "raw_probability": 0.1216,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "9cdb3946636110d163733f1f44db0afd945aae2946f9e562cf302805fe2b5d1a",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.1216,
        "probability": 0.002004,
        "confidence_lo": 0.001922,
        "confidence_hi": 0.002004,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "09bfcdae611ccb1857f9e476bc79e7432a8220b1a3466c05949d1d2a7ff5d50e",
        "signature": {
          "alg": "ed25519",
          "sig": "c8baf6313e75997fae897ac83a983a998037fec31afcdfaaebffc13654c05f0db8f1d92f7f5eb94f362e1f154097920007369e9f606ad55c9fe994d2ae17d801"
        }
      },
      "receipt_sha256": "09bfcdae611ccb1857f9e476bc79e7432a8220b1a3466c05949d1d2a7ff5d50e"
    },
    {
      "storm_id": "228969",
      "lat": 43.458,
      "lon": -81.633,
      "motion_east": 4.7,
      "motion_south": -1.0,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1682.0,
      "ebshear": 41.0,
      "srh01": 38.0,
      "maxllaz": 0.003,
      "mesh": 0.69,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 38.0
        },
        {
          "name": "hrrr_pwat",
          "value": 29.7509
        },
        {
          "name": "alignment",
          "value": -1.2817
        },
        {
          "name": "tau",
          "value": 1.4767
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1206
      },
      "coherence_score": 1.4767338037490845,
      "coherence_diagnostics": {
        "tau": 1.4767338037490845,
        "grad_tau": 0.3762241005897522,
        "torsion": 0.0,
        "alignment": -1.281730055809021,
        "S_field": 0.27219629287719727,
        "Gamma_field": 0.6729854941368103,
        "S_over_Gamma": 0.4044608473777771,
        "Da": 39.6741943359375,
        "E_coh": 0.3215591311454773,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.63,
              43.54
            ],
            [
              -81.61,
              43.53
            ],
            [
              -81.58,
              43.53
            ],
            [
              -81.57,
              43.52
            ],
            [
              -81.57,
              43.48
            ],
            [
              -81.56,
              43.47
            ],
            [
              -81.54,
              43.46
            ],
            [
              -81.49,
              43.46
            ],
            [
              -81.47,
              43.44
            ],
            [
              -81.47,
              43.4
            ],
            [
              -81.49,
              43.38
            ],
            [
              -81.53,
              43.38
            ],
            [
              -81.54,
              43.39
            ],
            [
              -81.58,
              43.39
            ],
            [
              -81.59,
              43.4
            ],
            [
              -81.61,
              43.39
            ],
            [
              -81.7,
              43.39
            ],
            [
              -81.71,
              43.4
            ],
            [
              -81.74,
              43.4
            ],
            [
              -81.77,
              43.42
            ],
            [
              -81.77,
              43.44
            ],
            [
              -81.76,
              43.45
            ],
            [
              -81.76,
              43.47
            ],
            [
              -81.77,
              43.48
            ],
            [
              -81.75,
              43.5
            ],
            [
              -81.75,
              43.51
            ],
            [
              -81.71,
              43.52
            ],
            [
              -81.7,
              43.53
            ],
            [
              -81.64,
              43.53
            ],
            [
              -81.63,
              43.54
            ]
          ]
        ]
      },
      "raw_probability": 0.1206,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "4a720c99b39f4eebbe3b006412273128821880e2e31a8720f88b052c7707385a",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.1206,
        "probability": 0.001987,
        "confidence_lo": 0.001922,
        "confidence_hi": 0.001987,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ebda293a311b200111fb5a7e2ec048cd184eb66e4e43df0de531239a8f972d5b",
        "signature": {
          "alg": "ed25519",
          "sig": "b41680cf28be58395acc34d1e45af1e843f4920f2819cd6cdbcb134c34726749f62c153306986abb3aab9db8a297a191664fb6f7cbbf48a0132de5bf6468fb0e"
        }
      },
      "receipt_sha256": "ebda293a311b200111fb5a7e2ec048cd184eb66e4e43df0de531239a8f972d5b"
    },
    {
      "storm_id": "227882",
      "lat": 35.4487,
      "lon": -114.8367,
      "motion_east": 5.3,
      "motion_south": -2.0,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2259.0,
      "ebshear": 26.0,
      "srh01": 178.0,
      "maxllaz": 0.005,
      "mesh": 0.12,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 178.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.2509
        },
        {
          "name": "alignment",
          "value": -1.5788
        },
        {
          "name": "tau",
          "value": 0.4364
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1203
      },
      "coherence_score": 0.43641600012779236,
      "coherence_diagnostics": {
        "tau": 0.43641600012779236,
        "grad_tau": 0.1168949231505394,
        "torsion": 0.0,
        "alignment": -1.578824520111084,
        "S_field": 0.05394716560840607,
        "Gamma_field": 0.32631877064704895,
        "S_over_Gamma": 0.16532045602798462,
        "Da": 19.60464859008789,
        "E_coh": 0.2979137599468231,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -114.88,
              35.51
            ],
            [
              -114.87,
              35.5
            ],
            [
              -114.83,
              35.5
            ],
            [
              -114.79,
              35.47
            ],
            [
              -114.76,
              35.46
            ],
            [
              -114.76,
              35.44
            ],
            [
              -114.75,
              35.43
            ],
            [
              -114.75,
              35.39
            ],
            [
              -114.78,
              35.37
            ],
            [
              -114.85,
              35.37
            ],
            [
              -114.88,
              35.4
            ],
            [
              -114.93,
              35.42
            ],
            [
              -114.94,
              35.46
            ],
            [
              -114.9,
              35.5
            ],
            [
              -114.88,
              35.51
            ]
          ]
        ]
      },
      "raw_probability": 0.1203,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "2d080f9c832a9822d30555d807447ed0cd0560ac359a1743a8c15e8a277cb18f",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.1203,
        "probability": 0.001987,
        "confidence_lo": 0.001922,
        "confidence_hi": 0.001987,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "414efccfa17a2f4a813d1f2ec62198851118389a4631c786fafc55940d586cbf",
        "signature": {
          "alg": "ed25519",
          "sig": "59b0df1566df2633e170cc6a0bb3caeac7dd1d1cb77d30690ea1b5d9a0f40b7b1b4804e34515d5701b062658ea3179950b85d727297dbef3b1ac68a85ac31e01"
        }
      },
      "receipt_sha256": "414efccfa17a2f4a813d1f2ec62198851118389a4631c786fafc55940d586cbf"
    },
    {
      "storm_id": "227966",
      "lat": 45.4476,
      "lon": -104.1281,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 924.0,
      "ebshear": 52.0,
      "srh01": 81.0,
      "maxllaz": 0.003,
      "mesh": 0.26,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 81.0
        },
        {
          "name": "hrrr_pwat",
          "value": 23.5009
        },
        {
          "name": "alignment",
          "value": -0.1094
        },
        {
          "name": "tau",
          "value": 0.4403
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1198
      },
      "coherence_score": 0.4403054118156433,
      "coherence_diagnostics": {
        "tau": 0.4403054118156433,
        "grad_tau": 0.04964153468608856,
        "torsion": 0.0,
        "alignment": -0.10943196713924408,
        "S_field": 0.2595638334751129,
        "Gamma_field": 1.049652099609375,
        "S_over_Gamma": 0.24728558957576752,
        "Da": 62.587039947509766,
        "E_coh": 0.42794474959373474,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -104.14,
              45.52
            ],
            [
              -104.11,
              45.52
            ],
            [
              -104.11,
              45.51
            ],
            [
              -104.08,
              45.48
            ],
            [
              -104.05,
              45.48
            ],
            [
              -104.04,
              45.49
            ],
            [
              -104.0,
              45.47
            ],
            [
              -104.0,
              45.44
            ],
            [
              -104.01,
              45.42
            ],
            [
              -104.07,
              45.36
            ],
            [
              -104.11,
              45.34
            ],
            [
              -104.14,
              45.34
            ],
            [
              -104.18,
              45.37
            ],
            [
              -104.23,
              45.38
            ],
            [
              -104.25,
              45.39
            ],
            [
              -104.26,
              45.41
            ],
            [
              -104.23,
              45.47
            ],
            [
              -104.22,
              45.47
            ],
            [
              -104.17,
              45.51
            ],
            [
              -104.15,
              45.51
            ],
            [
              -104.14,
              45.52
            ]
          ]
        ]
      },
      "raw_probability": 0.1198,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "0273d350fec4fdf1ae107d68f7c870a14a786bf3092ecfe120befe74d2d1820d",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.1198,
        "probability": 0.001987,
        "confidence_lo": 0.001922,
        "confidence_hi": 0.001987,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1f9bfde283ce12719a8228ab2e73ad38763302c946f4f65dde201cdaf9399490",
        "signature": {
          "alg": "ed25519",
          "sig": "cba61ef634a9d8bc315ad159cf844e0e58dbaa3f5bdac0224152cb17a15f98f6a5f2a51d34ecbb9c301694a18920915d6285871665e22a179045d402cce6e20d"
        }
      },
      "receipt_sha256": "1f9bfde283ce12719a8228ab2e73ad38763302c946f4f65dde201cdaf9399490"
    },
    {
      "storm_id": "226662",
      "lat": 34.5506,
      "lon": -114.4818,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1869.0,
      "ebshear": 15.0,
      "srh01": 65.0,
      "maxllaz": 0.003,
      "mesh": 0.85,
      "flash_rate": 6.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 65.0
        },
        {
          "name": "hrrr_pwat",
          "value": 26.5009
        },
        {
          "name": "alignment",
          "value": -3.8806
        },
        {
          "name": "tau",
          "value": 0.6197
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1195
      },
      "coherence_score": 0.6196678876876831,
      "coherence_diagnostics": {
        "tau": 0.6196678876876831,
        "grad_tau": 0.252302885055542,
        "torsion": 0.0,
        "alignment": -3.8806042671203613,
        "S_field": 0.15529315173625946,
        "Gamma_field": 0.7738187909126282,
        "S_over_Gamma": 0.20068413019180298,
        "Da": 46.14208984375,
        "E_coh": 0.44959527254104614,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 4,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -114.48,
              34.65
            ],
            [
              -114.44,
              34.65
            ],
            [
              -114.39,
              34.6
            ],
            [
              -114.39,
              34.56
            ],
            [
              -114.43,
              34.54
            ],
            [
              -114.45,
              34.52
            ],
            [
              -114.45,
              34.48
            ],
            [
              -114.46,
              34.47
            ],
            [
              -114.5,
              34.47
            ],
            [
              -114.52,
              34.48
            ],
            [
              -114.53,
              34.49
            ],
            [
              -114.53,
              34.52
            ],
            [
              -114.55,
              34.54
            ],
            [
              -114.55,
              34.55
            ],
            [
              -114.52,
              34.58
            ],
            [
              -114.52,
              34.61
            ],
            [
              -114.48,
              34.65
            ]
          ]
        ]
      },
      "raw_probability": 0.1195,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "307bf6e7afca3ede49bef4f93d44c8693ced24d33929531f6dffba739ebbebbb",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.1195,
        "probability": 0.001987,
        "confidence_lo": 0.001922,
        "confidence_hi": 0.001987,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b23cfe7cc427958cf9c05fd422da05ad5873f48cde8165d53ef2e59752b79507",
        "signature": {
          "alg": "ed25519",
          "sig": "36865f8e163987ff81e4b56b7a6999f3933d5ba0bd3884c63e95df5025dbed6dcae0cd2d1c488945c7c1ca9506a03dd33888f9f38537a941d1886ec55520d00b"
        }
      },
      "receipt_sha256": "b23cfe7cc427958cf9c05fd422da05ad5873f48cde8165d53ef2e59752b79507"
    },
    {
      "storm_id": "228573",
      "lat": 29.8176,
      "lon": -83.0904,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3988.0,
      "ebshear": 20.0,
      "srh01": 55.0,
      "maxllaz": 0.007,
      "mesh": 0.31,
      "flash_rate": 8.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 55.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.7509
        },
        {
          "name": "alignment",
          "value": -0.2568
        },
        {
          "name": "tau",
          "value": 4.4817
        },
        {
          "name": "maxllaz",
          "value": 0.007
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1188
      },
      "coherence_score": 4.481653213500977,
      "coherence_diagnostics": {
        "tau": 4.481653213500977,
        "grad_tau": 0.12565448880195618,
        "torsion": 0.0,
        "alignment": -0.2567669749259949,
        "S_field": 1.0839842557907104,
        "Gamma_field": 0.24798543751239777,
        "S_over_Gamma": 4.371160984039307,
        "Da": 14.833944320678711,
        "E_coh": 0.9717000126838684,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.18,
              29.92
            ],
            [
              -83.06,
              29.91
            ],
            [
              -83.05,
              29.9
            ],
            [
              -83.02,
              29.9
            ],
            [
              -82.99,
              29.88
            ],
            [
              -82.96,
              29.88
            ],
            [
              -82.93,
              29.86
            ],
            [
              -82.93,
              29.81
            ],
            [
              -82.94,
              29.79
            ],
            [
              -82.98,
              29.76
            ],
            [
              -83.0,
              29.77
            ],
            [
              -83.03,
              29.77
            ],
            [
              -83.05,
              29.75
            ],
            [
              -83.07,
              29.75
            ],
            [
              -83.08,
              29.74
            ],
            [
              -83.13,
              29.74
            ],
            [
              -83.14,
              29.75
            ],
            [
              -83.16,
              29.75
            ],
            [
              -83.18,
              29.77
            ],
            [
              -83.21,
              29.77
            ],
            [
              -83.25,
              29.79
            ],
            [
              -83.27,
              29.81
            ],
            [
              -83.27,
              29.84
            ],
            [
              -83.2,
              29.91
            ],
            [
              -83.18,
              29.92
            ]
          ]
        ]
      },
      "raw_probability": 0.1188,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "09bc3c644556c4123aa1eb3cea1213da80dbaf48ce96fe472bb9f17cea8d3920",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.1188,
        "probability": 0.001987,
        "confidence_lo": 0.001922,
        "confidence_hi": 0.001987,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ed4e9a5c6649e64a67f93b7294afb4cf9da617592a5e4c5c011e3ebd39008c01",
        "signature": {
          "alg": "ed25519",
          "sig": "48e8a0b726d01bc7c3a3a1e9be9d1b5413958e517be4b2d873022b261661bcc65a310412c78b0796ceedae408b1ec8cfd0b17cf40cc3d0ed25248f78d9ed3802"
        }
      },
      "receipt_sha256": "ed4e9a5c6649e64a67f93b7294afb4cf9da617592a5e4c5c011e3ebd39008c01"
    },
    {
      "storm_id": "227810",
      "lat": 31.2243,
      "lon": -84.8286,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3815.0,
      "ebshear": 17.0,
      "srh01": 46.0,
      "maxllaz": 0.004,
      "mesh": 0.53,
      "flash_rate": 12.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 46.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.3759
        },
        {
          "name": "alignment",
          "value": -1.9286
        },
        {
          "name": "tau",
          "value": 4.2001
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1184
      },
      "coherence_score": 4.200066566467285,
      "coherence_diagnostics": {
        "tau": 4.200066566467285,
        "grad_tau": 0.28016865253448486,
        "torsion": 0.0,
        "alignment": -1.9286020994186401,
        "S_field": 0.9722234010696411,
        "Gamma_field": 0.33798545598983765,
        "S_over_Gamma": 2.8765244483947754,
        "Da": 21.352672576904297,
        "E_coh": 0.9660506248474121,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.92,
              31.3
            ],
            [
              -84.87,
              31.28
            ],
            [
              -84.83,
              31.25
            ],
            [
              -84.79,
              31.26
            ],
            [
              -84.77,
              31.28
            ],
            [
              -84.72,
              31.28
            ],
            [
              -84.7,
              31.26
            ],
            [
              -84.7,
              31.23
            ],
            [
              -84.73,
              31.2
            ],
            [
              -84.75,
              31.2
            ],
            [
              -84.78,
              31.17
            ],
            [
              -84.79,
              31.14
            ],
            [
              -84.81,
              31.12
            ],
            [
              -84.85,
              31.12
            ],
            [
              -84.87,
              31.16
            ],
            [
              -84.87,
              31.2
            ],
            [
              -84.89,
              31.22
            ],
            [
              -84.93,
              31.22
            ],
            [
              -84.96,
              31.24
            ],
            [
              -84.95,
              31.28
            ],
            [
              -84.92,
              31.3
            ]
          ]
        ]
      },
      "raw_probability": 0.1184,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "ee311c728a7752f48b226851b9f2984e5654df4a75655a1d2c9d5f2b5b336e73",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.1184,
        "probability": 0.001987,
        "confidence_lo": 0.001922,
        "confidence_hi": 0.001987,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4fdf2efccb9d745a0d4493bb6f05433f6d36e0cce9ffa0d457ff7857be79bff7",
        "signature": {
          "alg": "ed25519",
          "sig": "8206b959f0b999bb7b0e06e953a19748f6a9eb08e71a19fd9c32bae83034121ba9c02cde043fef941e49f15215d65b8f2abda726410b0b20d5e68d6856010309"
        }
      },
      "receipt_sha256": "4fdf2efccb9d745a0d4493bb6f05433f6d36e0cce9ffa0d457ff7857be79bff7"
    },
    {
      "storm_id": "228190",
      "lat": 48.1444,
      "lon": -81.2111,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 995.0,
      "ebshear": 27.0,
      "srh01": 52.0,
      "maxllaz": 0.003,
      "mesh": 0.32,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 52.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.5009
        },
        {
          "name": "alignment",
          "value": 1.9865
        },
        {
          "name": "tau",
          "value": 0.5719
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1184
      },
      "coherence_score": 0.571890652179718,
      "coherence_diagnostics": {
        "tau": 0.571890652179718,
        "grad_tau": 0.46156811714172363,
        "torsion": 0.0,
        "alignment": 1.98653244972229,
        "S_field": 0.3751528859138489,
        "Gamma_field": 0.2763187885284424,
        "S_over_Gamma": 1.357681393623352,
        "Da": 15.785691261291504,
        "E_coh": 0.7504417300224304,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.22,
              48.19
            ],
            [
              -81.16,
              48.16
            ],
            [
              -81.16,
              48.12
            ],
            [
              -81.18,
              48.1
            ],
            [
              -81.23,
              48.1
            ],
            [
              -81.23,
              48.13
            ],
            [
              -81.25,
              48.15
            ],
            [
              -81.25,
              48.16
            ],
            [
              -81.22,
              48.19
            ]
          ]
        ]
      },
      "raw_probability": 0.1184,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "ee311c728a7752f48b226851b9f2984e5654df4a75655a1d2c9d5f2b5b336e73",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.1184,
        "probability": 0.001987,
        "confidence_lo": 0.001922,
        "confidence_hi": 0.001987,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4fdf2efccb9d745a0d4493bb6f05433f6d36e0cce9ffa0d457ff7857be79bff7",
        "signature": {
          "alg": "ed25519",
          "sig": "8206b959f0b999bb7b0e06e953a19748f6a9eb08e71a19fd9c32bae83034121ba9c02cde043fef941e49f15215d65b8f2abda726410b0b20d5e68d6856010309"
        }
      },
      "receipt_sha256": "4fdf2efccb9d745a0d4493bb6f05433f6d36e0cce9ffa0d457ff7857be79bff7"
    },
    {
      "storm_id": "228788",
      "lat": 31.1933,
      "lon": -85.7042,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3716.0,
      "ebshear": 19.0,
      "srh01": 47.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 47.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.2509
        },
        {
          "name": "alignment",
          "value": -0.5843
        },
        {
          "name": "tau",
          "value": 4.1925
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1183
      },
      "coherence_score": 4.192533493041992,
      "coherence_diagnostics": {
        "tau": 4.192533493041992,
        "grad_tau": 0.3440006673336029,
        "torsion": 0.0,
        "alignment": -0.5843384265899658,
        "S_field": 1.0285807847976685,
        "Gamma_field": 0.33548545837402344,
        "S_over_Gamma": 3.0659475326538086,
        "Da": 21.37000274658203,
        "E_coh": 0.9861177802085876,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -85.73,
              31.24
            ],
            [
              -85.69,
              31.22
            ],
            [
              -85.67,
              31.22
            ],
            [
              -85.67,
              31.21
            ],
            [
              -85.71,
              31.18
            ],
            [
              -85.7,
              31.16
            ],
            [
              -85.67,
              31.16
            ],
            [
              -85.68,
              31.15
            ],
            [
              -85.73,
              31.15
            ],
            [
              -85.73,
              31.19
            ],
            [
              -85.74,
              31.2
            ],
            [
              -85.73,
              31.24
            ]
          ]
        ]
      },
      "raw_probability": 0.1183,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "174dc883aae5c2fbd08c11b45acc1ed9b587d5027d89f8de5ea67088f5fccea7",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.1183,
        "probability": 0.001987,
        "confidence_lo": 0.001922,
        "confidence_hi": 0.001987,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8789e3bcf264d19d6b90bc280c8ffd68dcc85e6c8599d2470c2fed81bee193ec",
        "signature": {
          "alg": "ed25519",
          "sig": "576f67bb50d9791fbb681ea4cf58e5b66eba2f6990aa90483c8b47524c49cdc2bc9d4fe69a4825ede2116b9be1c560c57f8b23a83963193fd401b6e3f705370d"
        }
      },
      "receipt_sha256": "8789e3bcf264d19d6b90bc280c8ffd68dcc85e6c8599d2470c2fed81bee193ec"
    },
    {
      "storm_id": "228732",
      "lat": 39.2212,
      "lon": -105.6676,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 767.0,
      "ebshear": 31.0,
      "srh01": 75.0,
      "maxllaz": 0.003,
      "mesh": 0.11,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 75.0
        },
        {
          "name": "hrrr_pwat",
          "value": 26.8759
        },
        {
          "name": "alignment",
          "value": 1.9365
        },
        {
          "name": "tau",
          "value": 0.5878
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1161
      },
      "coherence_score": 0.5878328680992126,
      "coherence_diagnostics": {
        "tau": 0.5878328680992126,
        "grad_tau": 0.05395713448524475,
        "torsion": 0.0,
        "alignment": 1.9365057945251465,
        "S_field": 0.32137325406074524,
        "Gamma_field": 0.35881876945495605,
        "S_over_Gamma": 0.8956422805786133,
        "Da": 21.579147338867188,
        "E_coh": 0.724172830581665,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -105.68,
              39.31
            ],
            [
              -105.64,
              39.27
            ],
            [
              -105.64,
              39.24
            ],
            [
              -105.62,
              39.2
            ],
            [
              -105.6,
              39.18
            ],
            [
              -105.6,
              39.14
            ],
            [
              -105.61,
              39.13
            ],
            [
              -105.67,
              39.13
            ],
            [
              -105.67,
              39.17
            ],
            [
              -105.66,
              39.18
            ],
            [
              -105.68,
              39.2
            ],
            [
              -105.7,
              39.2
            ],
            [
              -105.74,
              39.22
            ],
            [
              -105.74,
              39.28
            ],
            [
              -105.72,
              39.3
            ],
            [
              -105.7,
              39.3
            ],
            [
              -105.68,
              39.31
            ]
          ]
        ]
      },
      "raw_probability": 0.1161,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "91a745b3215e045e90fc8f25033517700819fe8c0a8ad1d190140a6d2d20a53b",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.1161,
        "probability": 0.001987,
        "confidence_lo": 0.001922,
        "confidence_hi": 0.001987,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1fc311000f9d71abfc2747f48ada252f7ae5cee95bc52bec0a128e8845063497",
        "signature": {
          "alg": "ed25519",
          "sig": "1914ae57e2b9825a7ba58843b5f26d1e048c08dbcf59e5fa5c0272b9da694390406ed4e3bfc116b98189333a9764ef4d4a100d6306c014925276d8338d7fae03"
        }
      },
      "receipt_sha256": "1fc311000f9d71abfc2747f48ada252f7ae5cee95bc52bec0a128e8845063497"
    },
    {
      "storm_id": "226595",
      "lat": 37.0186,
      "lon": -85.3014,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4313.0,
      "ebshear": 29.0,
      "srh01": 45.0,
      "maxllaz": 0.004,
      "mesh": 0.31,
      "flash_rate": 12.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 45.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.3759
        },
        {
          "name": "alignment",
          "value": 0.6354
        },
        {
          "name": "tau",
          "value": 4.3022
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1159
      },
      "coherence_score": 4.302164077758789,
      "coherence_diagnostics": {
        "tau": 4.302164077758789,
        "grad_tau": 0.1052386611700058,
        "torsion": 0.0,
        "alignment": 0.6354040503501892,
        "S_field": 1.5978755950927734,
        "Gamma_field": 0.3013187646865845,
        "S_over_Gamma": 5.302940845489502,
        "Da": 18.148725509643555,
        "E_coh": 0.9644080400466919,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 4,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -85.35,
              37.09
            ],
            [
              -85.32,
              37.09
            ],
            [
              -85.27,
              37.05
            ],
            [
              -85.23,
              37.04
            ],
            [
              -85.21,
              37.02
            ],
            [
              -85.19,
              36.98
            ],
            [
              -85.21,
              36.96
            ],
            [
              -85.25,
              36.96
            ],
            [
              -85.26,
              36.95
            ],
            [
              -85.36,
              36.95
            ],
            [
              -85.41,
              37.0
            ],
            [
              -85.41,
              37.03
            ],
            [
              -85.4,
              37.05
            ],
            [
              -85.35,
              37.09
            ]
          ]
        ]
      },
      "raw_probability": 0.1159,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "54f4f2aa042479610acf737ba69386eea2596397cb44a00f7f64be9046e13ba9",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.1159,
        "probability": 0.001987,
        "confidence_lo": 0.001922,
        "confidence_hi": 0.001987,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "eff98ea41ce80e77f9a1bc3a416a1dd490f25be16400a6d86ea4cce02680d4be",
        "signature": {
          "alg": "ed25519",
          "sig": "fdb86d6278f4b6dbaff28af82f843e7ace3efa1b925f6de6c20011fcfe4d12a23e718137245670ea5bab1f16851919ab9fd9e0cb3df5c5f79420a5121e3d6606"
        }
      },
      "receipt_sha256": "eff98ea41ce80e77f9a1bc3a416a1dd490f25be16400a6d86ea4cce02680d4be"
    },
    {
      "storm_id": "228261",
      "lat": 26.8262,
      "lon": -81.0977,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4327.0,
      "ebshear": 8.0,
      "srh01": 40.0,
      "maxllaz": 0.001,
      "mesh": 0.45,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 40.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.6259
        },
        {
          "name": "alignment",
          "value": -1.8231
        },
        {
          "name": "tau",
          "value": 3.2848
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1156
      },
      "coherence_score": 3.2847838401794434,
      "coherence_diagnostics": {
        "tau": 3.2847838401794434,
        "grad_tau": 0.9737436771392822,
        "torsion": -4.156651467468464e-09,
        "alignment": -1.8230561017990112,
        "S_field": 1.5213449001312256,
        "Gamma_field": 0.1929854303598404,
        "S_over_Gamma": 7.883211135864258,
        "Da": 11.962442398071289,
        "E_coh": 0.9874308109283447,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.15,
              26.93
            ],
            [
              -81.07,
              26.93
            ],
            [
              -81.07,
              26.9
            ],
            [
              -81.06,
              26.89
            ],
            [
              -81.09,
              26.83
            ],
            [
              -81.04,
              26.8
            ],
            [
              -81.02,
              26.81
            ],
            [
              -80.98,
              26.78
            ],
            [
              -80.98,
              26.73
            ],
            [
              -81.0,
              26.71
            ],
            [
              -81.03,
              26.71
            ],
            [
              -81.07,
              26.74
            ],
            [
              -81.08,
              26.76
            ],
            [
              -81.07,
              26.77
            ],
            [
              -81.07,
              26.8
            ],
            [
              -81.08,
              26.81
            ],
            [
              -81.1,
              26.81
            ],
            [
              -81.11,
              26.82
            ],
            [
              -81.12,
              26.81
            ],
            [
              -81.17,
              26.81
            ],
            [
              -81.19,
              26.83
            ],
            [
              -81.23,
              26.82
            ],
            [
              -81.23,
              26.91
            ],
            [
              -81.22,
              26.92
            ],
            [
              -81.16,
              26.92
            ],
            [
              -81.15,
              26.93
            ]
          ]
        ]
      },
      "raw_probability": 0.1156,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "689727b92ce027af53be3e5c6172fe088a603bc8cf8acc3d4b8533f7cf986f97",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.1156,
        "probability": 0.001987,
        "confidence_lo": 0.001922,
        "confidence_hi": 0.001987,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "78d8662a17207742fbdf51a88a89cb374e2c4a0cdba673e9b87653fc03c5123c",
        "signature": {
          "alg": "ed25519",
          "sig": "a51da8dd1a0d5bd309e894d9500756414c2e7888cb337af0c09912a6d8027011e887488e977c899947f42b48ff94f09087d2d1a6025dba465b0c148d5f31a800"
        }
      },
      "receipt_sha256": "78d8662a17207742fbdf51a88a89cb374e2c4a0cdba673e9b87653fc03c5123c"
    },
    {
      "storm_id": "228479",
      "lat": 41.38,
      "lon": -104.9044,
      "motion_east": 7.5,
      "motion_south": 1.0,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 867.0,
      "ebshear": 25.0,
      "srh01": 50.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 50.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.0009
        },
        {
          "name": "alignment",
          "value": 1.2638
        },
        {
          "name": "tau",
          "value": 0.5699
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1151
      },
      "coherence_score": 0.5698962211608887,
      "coherence_diagnostics": {
        "tau": 0.5698962211608887,
        "grad_tau": 0.05707637965679169,
        "torsion": 0.0,
        "alignment": 1.2637913227081299,
        "S_field": 0.12135851383209229,
        "Gamma_field": 0.3529854416847229,
        "S_over_Gamma": 0.3438059985637665,
        "Da": 19.457181930541992,
        "E_coh": 0.39880281686782837,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -104.91,
              41.42
            ],
            [
              -104.88,
              41.42
            ],
            [
              -104.86,
              41.4
            ],
            [
              -104.86,
              41.35
            ],
            [
              -104.9,
              41.33
            ],
            [
              -104.92,
              41.33
            ],
            [
              -104.95,
              41.36
            ],
            [
              -104.95,
              41.39
            ],
            [
              -104.91,
              41.42
            ]
          ]
        ]
      },
      "raw_probability": 0.1151,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "a66e088b81182da04b5bc55a3c78a92ac96dc4c730b6f70b1d9ca88c3d60ceea",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.1151,
        "probability": 0.001987,
        "confidence_lo": 0.001922,
        "confidence_hi": 0.001987,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a3702f02cbb84b31795d8295e1879ef414855a88159334b7c9ac0652925451c7",
        "signature": {
          "alg": "ed25519",
          "sig": "98f4e423975dec39014cb04195a6da7e8edcfb6698bb5546035b74b87aee0991a2a7be03db2e970d74211698ce078b519b577145480a636b72bb61417225d60f"
        }
      },
      "receipt_sha256": "a3702f02cbb84b31795d8295e1879ef414855a88159334b7c9ac0652925451c7"
    },
    {
      "storm_id": "228893",
      "lat": 42.143,
      "lon": -105.544,
      "motion_east": 5.3,
      "motion_south": -2.0,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 719.0,
      "ebshear": 28.0,
      "srh01": 92.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 92.0
        },
        {
          "name": "hrrr_pwat",
          "value": 19.0009
        },
        {
          "name": "alignment",
          "value": 1.6338
        },
        {
          "name": "tau",
          "value": 0.5597
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1144
      },
      "coherence_score": 0.5596978664398193,
      "coherence_diagnostics": {
        "tau": 0.5596978664398193,
        "grad_tau": 0.037637267261743546,
        "torsion": 0.0,
        "alignment": 1.6337543725967407,
        "S_field": 0.15485957264900208,
        "Gamma_field": 0.32131877541542053,
        "S_over_Gamma": 0.48194995522499084,
        "Da": 18.173328399658203,
        "E_coh": 0.6863118410110474,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -105.55,
              42.18
            ],
            [
              -105.51,
              42.18
            ],
            [
              -105.5,
              42.16
            ],
            [
              -105.52,
              42.14
            ],
            [
              -105.52,
              42.12
            ],
            [
              -105.54,
              42.1
            ],
            [
              -105.57,
              42.1
            ],
            [
              -105.59,
              42.12
            ],
            [
              -105.59,
              42.15
            ],
            [
              -105.55,
              42.18
            ]
          ]
        ]
      },
      "raw_probability": 0.1144,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "f179c3dc4d5a7db2393c07b0d03b413117fc6254ef5caa807ba861b830439261",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.1144,
        "probability": 0.001987,
        "confidence_lo": 0.001922,
        "confidence_hi": 0.001987,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "945c5279b84e0d442033c7eccaadcddd2c1fcde08710dff88e2c5e9a19749fe7",
        "signature": {
          "alg": "ed25519",
          "sig": "1a258fad85ded18f8947a161aa58f460b45918137d30b65a0a50e65012775179c665513d46f32a1add242553a43727855f9d340db6728f1bebd73e646138fe07"
        }
      },
      "receipt_sha256": "945c5279b84e0d442033c7eccaadcddd2c1fcde08710dff88e2c5e9a19749fe7"
    },
    {
      "storm_id": "228855",
      "lat": 46.5343,
      "lon": -71.7729,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 935.0,
      "ebshear": 30.0,
      "srh01": 63.0,
      "maxllaz": 0.004,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 63.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.6259
        },
        {
          "name": "alignment",
          "value": -1.452
        },
        {
          "name": "tau",
          "value": 0.9198
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1141
      },
      "coherence_score": 0.9197652339935303,
      "coherence_diagnostics": {
        "tau": 0.9197652339935303,
        "grad_tau": 0.18919983506202698,
        "torsion": 0.0,
        "alignment": -1.4520063400268555,
        "S_field": 0.3552458584308624,
        "Gamma_field": 0.2954854369163513,
        "S_over_Gamma": 1.2022448778152466,
        "Da": 17.65545082092285,
        "E_coh": 0.6567197442054749,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -71.78,
              46.57
            ],
            [
              -71.72,
              46.57
            ],
            [
              -71.7,
              46.55
            ],
            [
              -71.7,
              46.51
            ],
            [
              -71.73,
              46.51
            ],
            [
              -71.74,
              46.5
            ],
            [
              -71.77,
              46.5
            ],
            [
              -71.78,
              46.49
            ],
            [
              -71.83,
              46.5
            ],
            [
              -71.83,
              46.54
            ],
            [
              -71.84,
              46.55
            ],
            [
              -71.83,
              46.56
            ],
            [
              -71.79,
              46.56
            ],
            [
              -71.78,
              46.57
            ]
          ]
        ]
      },
      "raw_probability": 0.1141,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "be79141e03c0d117bf1bde1d5fdc1e18508ceba31119fc7c78483db08e300815",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.1141,
        "probability": 0.001987,
        "confidence_lo": 0.001922,
        "confidence_hi": 0.001987,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "247c5ba28b65df3dc23ff9ae65a25f01143bec77093278e544db95b52f984ced",
        "signature": {
          "alg": "ed25519",
          "sig": "43312bd8e300de77e57ef7b613ed96083106cd054bed96ca79549b63fe23234640930857bb334b224fe6b6cc52706f34f5a5066059dd1f853b38dddb321ac109"
        }
      },
      "receipt_sha256": "247c5ba28b65df3dc23ff9ae65a25f01143bec77093278e544db95b52f984ced"
    },
    {
      "storm_id": "228799",
      "lat": 41.9333,
      "lon": -75.7722,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1272.0,
      "ebshear": 33.0,
      "srh01": 30.0,
      "maxllaz": 0.004,
      "mesh": 0.13,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 30.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.7509
        },
        {
          "name": "alignment",
          "value": -2.971
        },
        {
          "name": "tau",
          "value": 1.828
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1134
      },
      "coherence_score": 1.8280079364776611,
      "coherence_diagnostics": {
        "tau": 1.8280079364776611,
        "grad_tau": 0.2052791863679886,
        "torsion": 0.0,
        "alignment": -2.9709994792938232,
        "S_field": 0.6821702122688293,
        "Gamma_field": 0.2788187861442566,
        "S_over_Gamma": 2.446643590927124,
        "Da": 16.959230422973633,
        "E_coh": 0.8460603356361389,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -75.78,
              41.97
            ],
            [
              -75.75,
              41.97
            ],
            [
              -75.73,
              41.95
            ],
            [
              -75.73,
              41.91
            ],
            [
              -75.76,
              41.89
            ],
            [
              -75.8,
              41.89
            ],
            [
              -75.81,
              41.9
            ],
            [
              -75.81,
              41.95
            ],
            [
              -75.78,
              41.97
            ]
          ]
        ]
      },
      "raw_probability": 0.1134,
      "confidence_lo": 0.0016,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "7bf177a4225fedfbdc5e0c18afacbbbe6eca6078ac456c39e83ebd416b654d9f",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.1134,
        "probability": 0.001986,
        "confidence_lo": 0.001556,
        "confidence_hi": 0.001987,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7d8cd38209303962cde43ba7844ff96c6691e83d469b0e70b705373e3f2c8c87",
        "signature": {
          "alg": "ed25519",
          "sig": "a006b7ec429da1e79192083b0217e7f19a0dee639757de7c461cfd4f9fa6f85d59d2ec137f3acdb16e1fd94b64aaeede3c1790744b3939ede5ec4599ac154c05"
        }
      },
      "receipt_sha256": "7d8cd38209303962cde43ba7844ff96c6691e83d469b0e70b705373e3f2c8c87"
    },
    {
      "storm_id": "227100",
      "lat": 46.47,
      "lon": -71.435,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 840.0,
      "ebshear": 26.0,
      "srh01": 64.0,
      "maxllaz": 0.003,
      "mesh": 0.15,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 64.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.6259
        },
        {
          "name": "alignment",
          "value": -1.452
        },
        {
          "name": "tau",
          "value": 0.9198
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1132
      },
      "coherence_score": 0.9197652339935303,
      "coherence_diagnostics": {
        "tau": 0.9197652339935303,
        "grad_tau": 0.18919983506202698,
        "torsion": 0.0,
        "alignment": -1.4520063400268555,
        "S_field": 0.3552458584308624,
        "Gamma_field": 0.2954854369163513,
        "S_over_Gamma": 1.2022448778152466,
        "Da": 17.65545082092285,
        "E_coh": 0.6567197442054749,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -71.46,
              46.5
            ],
            [
              -71.41,
              46.5
            ],
            [
              -71.39,
              46.49
            ],
            [
              -71.39,
              46.44
            ],
            [
              -71.4,
              46.43
            ],
            [
              -71.45,
              46.43
            ],
            [
              -71.46,
              46.44
            ],
            [
              -71.46,
              46.48
            ],
            [
              -71.47,
              46.49
            ],
            [
              -71.46,
              46.5
            ]
          ]
        ]
      },
      "raw_probability": 0.1132,
      "confidence_lo": 0.0016,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "748075c0a0dfc91dc7f699e9ca27f91a88bd85597622d85022d932a1f3e1c91f",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.1132,
        "probability": 0.001986,
        "confidence_lo": 0.001556,
        "confidence_hi": 0.001987,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "901bb53ab7249d2078b5a713a32f03eb0656738428113645d6c5372e91e3ddb8",
        "signature": {
          "alg": "ed25519",
          "sig": "7e06d2d202bb3948e6999fa8cd6b8534acb78ac6038e569f7a589510803b023b7c2b792aee39c160bdf32fa204b0bbaab156cfa4235bd9952592df8f6b7aeb04"
        }
      },
      "receipt_sha256": "901bb53ab7249d2078b5a713a32f03eb0656738428113645d6c5372e91e3ddb8"
    },
    {
      "storm_id": "228772",
      "lat": 48.5782,
      "lon": -89.4506,
      "motion_east": 5.3,
      "motion_south": 3.2,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 692.0,
      "ebshear": 41.0,
      "srh01": 59.0,
      "maxllaz": 0.004,
      "mesh": 0.1,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 59.0
        },
        {
          "name": "hrrr_pwat",
          "value": 22.3759
        },
        {
          "name": "alignment",
          "value": 2.9995
        },
        {
          "name": "tau",
          "value": 0.4935
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1126
      },
      "coherence_score": 0.4934895634651184,
      "coherence_diagnostics": {
        "tau": 0.4934895634651184,
        "grad_tau": 0.43183133006095886,
        "torsion": 0.0,
        "alignment": 2.9994637966156006,
        "S_field": 0.3727693557739258,
        "Gamma_field": 0.25715211033821106,
        "S_over_Gamma": 1.4496064186096191,
        "Da": 15.02279281616211,
        "E_coh": 0.7068373560905457,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -89.52,
              48.64
            ],
            [
              -89.44,
              48.63
            ],
            [
              -89.43,
              48.61
            ],
            [
              -89.4,
              48.6
            ],
            [
              -89.38,
              48.58
            ],
            [
              -89.36,
              48.58
            ],
            [
              -89.34,
              48.56
            ],
            [
              -89.34,
              48.53
            ],
            [
              -89.35,
              48.52
            ],
            [
              -89.41,
              48.52
            ],
            [
              -89.42,
              48.53
            ],
            [
              -89.51,
              48.54
            ],
            [
              -89.55,
              48.56
            ],
            [
              -89.57,
              48.58
            ],
            [
              -89.56,
              48.59
            ],
            [
              -89.56,
              48.62
            ],
            [
              -89.52,
              48.64
            ]
          ]
        ]
      },
      "raw_probability": 0.1126,
      "confidence_lo": 0.0016,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "22d46f30ea3ee52366b39b33d95e20b2ec68b506416db6ab3c2c0d42bfca49d4",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.1126,
        "probability": 0.001986,
        "confidence_lo": 0.001556,
        "confidence_hi": 0.001987,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c2458806ca5b059a187a2d2076e238b0b4577952a3be4961b7b543b27bd154c6",
        "signature": {
          "alg": "ed25519",
          "sig": "a1c3a72dec0423584490cf1f64df5150ea0c223cecda39325f94872966245bc4e3f81e3b49a700b351e712754b33c697a6e8242a7d276075354ea6a706b35409"
        }
      },
      "receipt_sha256": "c2458806ca5b059a187a2d2076e238b0b4577952a3be4961b7b543b27bd154c6"
    },
    {
      "storm_id": "228192",
      "lat": 46.9824,
      "lon": -70.1529,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 804.0,
      "ebshear": 23.0,
      "srh01": 57.0,
      "maxllaz": 0.002,
      "mesh": 0.2,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 57.0
        },
        {
          "name": "hrrr_pwat",
          "value": 28.3759
        },
        {
          "name": "alignment",
          "value": -2.3713
        },
        {
          "name": "tau",
          "value": 0.7279
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1123
      },
      "coherence_score": 0.7278767824172974,
      "coherence_diagnostics": {
        "tau": 0.7278767824172974,
        "grad_tau": 0.09586983174085617,
        "torsion": 0.0,
        "alignment": -2.37131929397583,
        "S_field": 0.6026777625083923,
        "Gamma_field": 0.2946521043777466,
        "S_over_Gamma": 2.0453875064849854,
        "Da": 16.908126831054688,
        "E_coh": 0.8598634004592896,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -70.11,
              47.07
            ],
            [
              -70.06,
              47.07
            ],
            [
              -70.04,
              47.05
            ],
            [
              -70.04,
              47.02
            ],
            [
              -70.06,
              46.98
            ],
            [
              -70.11,
              46.95
            ],
            [
              -70.15,
              46.95
            ],
            [
              -70.17,
              46.94
            ],
            [
              -70.21,
              46.9
            ],
            [
              -70.25,
              46.9
            ],
            [
              -70.26,
              46.91
            ],
            [
              -70.26,
              46.95
            ],
            [
              -70.25,
              46.96
            ],
            [
              -70.19,
              46.97
            ],
            [
              -70.17,
              46.99
            ],
            [
              -70.16,
              47.02
            ],
            [
              -70.11,
              47.07
            ]
          ]
        ]
      },
      "raw_probability": 0.1123,
      "confidence_lo": 0.0016,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "02608f909ad5aa7b92535792b88ac62e71dac52092005f97ede441ad6ea93943",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.1123,
        "probability": 0.001986,
        "confidence_lo": 0.001556,
        "confidence_hi": 0.001987,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7e8d1a4745ffc4e4dc60d9efa58363e7824f943557d9ac3d7ebc3c5e75192a5d",
        "signature": {
          "alg": "ed25519",
          "sig": "21437fe455eadce64fe21b7ab11ab311196638efe85844f0e8e044c51281492b91fea2d971a966ea041fc2ba6ae822d55af3a8bf6eb2d83970119b4e9267c408"
        }
      },
      "receipt_sha256": "7e8d1a4745ffc4e4dc60d9efa58363e7824f943557d9ac3d7ebc3c5e75192a5d"
    },
    {
      "storm_id": "228810",
      "lat": 35.295,
      "lon": -115.0337,
      "motion_east": 5.5,
      "motion_south": -1.0,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2024.0,
      "ebshear": 24.0,
      "srh01": 99.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 99.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.2509
        },
        {
          "name": "alignment",
          "value": -1.5788
        },
        {
          "name": "tau",
          "value": 0.4364
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1117
      },
      "coherence_score": 0.43641600012779236,
      "coherence_diagnostics": {
        "tau": 0.43641600012779236,
        "grad_tau": 0.1168949231505394,
        "torsion": 0.0,
        "alignment": -1.578824520111084,
        "S_field": 0.05394716560840607,
        "Gamma_field": 0.32631877064704895,
        "S_over_Gamma": 0.16532045602798462,
        "Da": 19.60464859008789,
        "E_coh": 0.2979137599468231,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -115.06,
              35.33
            ],
            [
              -115.02,
              35.33
            ],
            [
              -115.01,
              35.29
            ],
            [
              -115.0,
              35.28
            ],
            [
              -115.02,
              35.26
            ],
            [
              -115.04,
              35.26
            ],
            [
              -115.06,
              35.28
            ],
            [
              -115.06,
              35.33
            ]
          ]
        ]
      },
      "raw_probability": 0.1117,
      "confidence_lo": 0.0016,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "a9d44ea9ae2913379495efec087d81e249ec2a5b2809990724e0ff6b6e8c58cf",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.1117,
        "probability": 0.001949,
        "confidence_lo": 0.001556,
        "confidence_hi": 0.00195,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "66abcc9db2738f86be16743132fd91792d8b464aa5ac5d25a77021d51bbcf40f",
        "signature": {
          "alg": "ed25519",
          "sig": "06c75f73df1dc17ce4b396fd3185b0168b0cb222ba8ce4734bd7e84c2352204192eaebea26ed195726dc44e4772e48900550dfdf7b7f0df0c7f177f60fa56a00"
        }
      },
      "receipt_sha256": "66abcc9db2738f86be16743132fd91792d8b464aa5ac5d25a77021d51bbcf40f"
    },
    {
      "storm_id": "226180",
      "lat": 34.0377,
      "lon": -112.3023,
      "motion_east": 2.6,
      "motion_south": 0.0,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1874.0,
      "ebshear": 21.0,
      "srh01": 92.0,
      "maxllaz": 0.003,
      "mesh": 0.27,
      "flash_rate": 5.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 92.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.8759
        },
        {
          "name": "alignment",
          "value": 0.6864
        },
        {
          "name": "tau",
          "value": 1.3919
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1113
      },
      "coherence_score": 1.3918812274932861,
      "coherence_diagnostics": {
        "tau": 1.3918812274932861,
        "grad_tau": 0.036179084330797195,
        "torsion": 0.0,
        "alignment": 0.6863732933998108,
        "S_field": 1.2133634090423584,
        "Gamma_field": 0.4196521043777466,
        "S_over_Gamma": 2.891355514526367,
        "Da": 26.987409591674805,
        "E_coh": 1.006434440612793,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 5,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -112.29,
              34.2
            ],
            [
              -112.24,
              34.2
            ],
            [
              -112.21,
              34.17
            ],
            [
              -112.19,
              34.13
            ],
            [
              -112.19,
              34.09
            ],
            [
              -112.23,
              34.05
            ],
            [
              -112.24,
              34.01
            ],
            [
              -112.28,
              34.0
            ],
            [
              -112.29,
              33.99
            ],
            [
              -112.29,
              33.95
            ],
            [
              -112.31,
              33.93
            ],
            [
              -112.3,
              33.91
            ],
            [
              -112.31,
              33.92
            ],
            [
              -112.32,
              33.91
            ],
            [
              -112.34,
              33.93
            ],
            [
              -112.38,
              33.93
            ],
            [
              -112.41,
              33.96
            ],
            [
              -112.41,
              34.0
            ],
            [
              -112.4,
              34.0
            ],
            [
              -112.38,
              34.02
            ],
            [
              -112.35,
              34.02
            ],
            [
              -112.31,
              34.04
            ],
            [
              -112.3,
              34.06
            ],
            [
              -112.31,
              34.17
            ],
            [
              -112.29,
              34.19
            ],
            [
              -112.29,
              34.2
            ]
          ]
        ]
      },
      "raw_probability": 0.1113,
      "confidence_lo": 0.0016,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "0781957081debc6f14bd9c46fd19e5fc26b1947171e72f5b4e8bdc150bf0eaf1",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.1113,
        "probability": 0.001949,
        "confidence_lo": 0.001556,
        "confidence_hi": 0.00195,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ee80f1bcceab5e8289a341a4e435538b43a491047bece2586bc2d1703b5b3bc1",
        "signature": {
          "alg": "ed25519",
          "sig": "1990beef4eb175b80383fb99dd9a257ea7f8babecae8113ffc9ac8b1d2e510345223a8f6041d1799a42a947c5a0c3fe24a801950ea58d4d135d65f4f7450a70b"
        }
      },
      "receipt_sha256": "ee80f1bcceab5e8289a341a4e435538b43a491047bece2586bc2d1703b5b3bc1"
    },
    {
      "storm_id": "228430",
      "lat": 33.7911,
      "lon": -106.8278,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 979.0,
      "ebshear": 20.0,
      "srh01": 65.0,
      "maxllaz": 0.003,
      "mesh": 0.21,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 65.0
        },
        {
          "name": "hrrr_pwat",
          "value": 22.0009
        },
        {
          "name": "alignment",
          "value": 1.6037
        },
        {
          "name": "tau",
          "value": 0.7293
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1111
      },
      "coherence_score": 0.7292571067810059,
      "coherence_diagnostics": {
        "tau": 0.7292571067810059,
        "grad_tau": 0.15744730830192566,
        "torsion": 0.0,
        "alignment": 1.6037406921386719,
        "S_field": 0.178156316280365,
        "Gamma_field": 0.2954854369163513,
        "S_over_Gamma": 0.602927565574646,
        "Da": 17.683076858520508,
        "E_coh": 0.8216885328292847,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -106.85,
              33.83
            ],
            [
              -106.8,
              33.83
            ],
            [
              -106.78,
              33.81
            ],
            [
              -106.78,
              33.77
            ],
            [
              -106.8,
              33.74
            ],
            [
              -106.85,
              33.74
            ],
            [
              -106.87,
              33.76
            ],
            [
              -106.87,
              33.81
            ],
            [
              -106.85,
              33.83
            ]
          ]
        ]
      },
      "raw_probability": 0.1111,
      "confidence_lo": 0.0016,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "0b445e7a899816d9ced430de44cd77f031494f40423cd3f78df4c53391821446",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.1111,
        "probability": 0.001949,
        "confidence_lo": 0.001556,
        "confidence_hi": 0.00195,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "10c086e94a192e89e3279e5ec425df77d8ce4b79386d203bc352e7e334bc859c",
        "signature": {
          "alg": "ed25519",
          "sig": "477bae5fe7d984a95ae98bddc0c9a7e13d61d9c0c331b8b466ec082f5e55120581d1b62cc2fbf9cc5fff34ffb08b8b3eeeb3eb87c582a61f9fe28dcb7c558c03"
        }
      },
      "receipt_sha256": "10c086e94a192e89e3279e5ec425df77d8ce4b79386d203bc352e7e334bc859c"
    },
    {
      "storm_id": "228942",
      "lat": 34.3586,
      "lon": -86.9629,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4098.0,
      "ebshear": 15.0,
      "srh01": 39.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 39.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.7509
        },
        {
          "name": "alignment",
          "value": 1.6001
        },
        {
          "name": "tau",
          "value": 3.3539
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1111
      },
      "coherence_score": 3.353945255279541,
      "coherence_diagnostics": {
        "tau": 3.353945255279541,
        "grad_tau": 0.351978600025177,
        "torsion": 0.0,
        "alignment": 1.600108027458191,
        "S_field": 1.016060709953308,
        "Gamma_field": 0.3488187789916992,
        "S_over_Gamma": 2.9128613471984863,
        "Da": 23.594911575317383,
        "E_coh": 0.9890422821044922,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -86.98,
              34.38
            ],
            [
              -86.93,
              34.38
            ],
            [
              -86.93,
              34.34
            ],
            [
              -86.94,
              34.33
            ],
            [
              -86.99,
              34.33
            ],
            [
              -86.99,
              34.37
            ],
            [
              -86.98,
              34.38
            ]
          ]
        ]
      },
      "raw_probability": 0.1111,
      "confidence_lo": 0.0016,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "0b445e7a899816d9ced430de44cd77f031494f40423cd3f78df4c53391821446",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.1111,
        "probability": 0.001949,
        "confidence_lo": 0.001556,
        "confidence_hi": 0.00195,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "10c086e94a192e89e3279e5ec425df77d8ce4b79386d203bc352e7e334bc859c",
        "signature": {
          "alg": "ed25519",
          "sig": "477bae5fe7d984a95ae98bddc0c9a7e13d61d9c0c331b8b466ec082f5e55120581d1b62cc2fbf9cc5fff34ffb08b8b3eeeb3eb87c582a61f9fe28dcb7c558c03"
        }
      },
      "receipt_sha256": "10c086e94a192e89e3279e5ec425df77d8ce4b79386d203bc352e7e334bc859c"
    },
    {
      "storm_id": "228888",
      "lat": 45.52,
      "lon": -103.7744,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 868.0,
      "ebshear": 54.0,
      "srh01": 60.0,
      "maxllaz": 0.002,
      "mesh": 0.08,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 60.0
        },
        {
          "name": "hrrr_pwat",
          "value": 23.5009
        },
        {
          "name": "alignment",
          "value": -0.1094
        },
        {
          "name": "tau",
          "value": 0.4403
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1106
      },
      "coherence_score": 0.4403054118156433,
      "coherence_diagnostics": {
        "tau": 0.4403054118156433,
        "grad_tau": 0.04964153468608856,
        "torsion": 0.0,
        "alignment": -0.10943196713924408,
        "S_field": 0.2595638334751129,
        "Gamma_field": 1.049652099609375,
        "S_over_Gamma": 0.24728558957576752,
        "Da": 62.587039947509766,
        "E_coh": 0.42794474959373474,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -103.79,
              45.55
            ],
            [
              -103.75,
              45.55
            ],
            [
              -103.74,
              45.54
            ],
            [
              -103.74,
              45.5
            ],
            [
              -103.76,
              45.48
            ],
            [
              -103.78,
              45.48
            ],
            [
              -103.81,
              45.5
            ],
            [
              -103.81,
              45.53
            ],
            [
              -103.79,
              45.55
            ]
          ]
        ]
      },
      "raw_probability": 0.1106,
      "confidence_lo": 0.0016,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "786ea505c0860030a67bbf306b5ea14de53001facfe5e04cd7fe1e5f34105de1",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.1106,
        "probability": 0.001925,
        "confidence_lo": 0.001556,
        "confidence_hi": 0.001926,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "93cebfbe7eb6a8be5a2d33bf88bbad89becb9013bf21c9c2b6e7d4d96e972392",
        "signature": {
          "alg": "ed25519",
          "sig": "43b039c4e77bfbc1ca8f93580fd2a238bbf48c2db8c42d1cf1e0f0692fd4b69cfca5cf3dd81e85ba2593e09fb29029918757099dbae9b41c1e63a021e5d46704"
        }
      },
      "receipt_sha256": "93cebfbe7eb6a8be5a2d33bf88bbad89becb9013bf21c9c2b6e7d4d96e972392"
    },
    {
      "storm_id": "226583",
      "lat": 43.0378,
      "lon": -72.5533,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 979.0,
      "ebshear": 38.0,
      "srh01": 51.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 51.0
        },
        {
          "name": "hrrr_pwat",
          "value": 23.8759
        },
        {
          "name": "alignment",
          "value": -1.646
        },
        {
          "name": "tau",
          "value": 1.1496
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1104
      },
      "coherence_score": 1.1495511531829834,
      "coherence_diagnostics": {
        "tau": 1.1495511531829834,
        "grad_tau": 0.14810045063495636,
        "torsion": 0.0,
        "alignment": -1.6459672451019287,
        "S_field": 0.20316390693187714,
        "Gamma_field": 0.3604854643344879,
        "S_over_Gamma": 0.5635842084884644,
        "Da": 21.312789916992188,
        "E_coh": 0.33529266715049744,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 4,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -72.58,
              43.07
            ],
            [
              -72.53,
              43.07
            ],
            [
              -72.53,
              43.05
            ],
            [
              -72.52,
              43.04
            ],
            [
              -72.52,
              43.01
            ],
            [
              -72.53,
              43.0
            ],
            [
              -72.59,
              43.0
            ],
            [
              -72.6,
              43.03
            ],
            [
              -72.58,
              43.07
            ]
          ]
        ]
      },
      "raw_probability": 0.1104,
      "confidence_lo": 0.0016,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "04965b00783a6e55861b1dd1e0c2f5025de5cea9ed4d900432855d9e56c15d61",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.1104,
        "probability": 0.001925,
        "confidence_lo": 0.001556,
        "confidence_hi": 0.001926,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "eeb330f1988ffc7669af2ca025b67a7df305df1f14d613e2749e846b0cce580c",
        "signature": {
          "alg": "ed25519",
          "sig": "6ecfc0472baaf35d43fbbc03b1c700bec04a61b6f33125ce8c46bd19967c0d2eedf0a31a1f26835758ce642eb9cbd10a363a5930d32336c182edae77f775b302"
        }
      },
      "receipt_sha256": "eeb330f1988ffc7669af2ca025b67a7df305df1f14d613e2749e846b0cce580c"
    },
    {
      "storm_id": "228679",
      "lat": 45.52,
      "lon": -103.055,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1359.0,
      "ebshear": 53.0,
      "srh01": 59.0,
      "maxllaz": 0.004,
      "mesh": 0.18,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 59.0
        },
        {
          "name": "hrrr_pwat",
          "value": 25.6259
        },
        {
          "name": "alignment",
          "value": 0.3424
        },
        {
          "name": "tau",
          "value": 0.5286
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1085
      },
      "coherence_score": 0.5285834074020386,
      "coherence_diagnostics": {
        "tau": 0.5285834074020386,
        "grad_tau": 0.11353418231010437,
        "torsion": 0.0,
        "alignment": 0.3423900604248047,
        "S_field": 0.26490822434425354,
        "Gamma_field": 0.8871521353721619,
        "S_over_Gamma": 0.29860517382621765,
        "Da": 53.11220169067383,
        "E_coh": 0.5153993368148804,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -102.97,
              45.59
            ],
            [
              -102.95,
              45.58
            ],
            [
              -102.95,
              45.54
            ],
            [
              -102.99,
              45.5
            ],
            [
              -102.99,
              45.47
            ],
            [
              -103.01,
              45.45
            ],
            [
              -103.08,
              45.43
            ],
            [
              -103.1,
              45.45
            ],
            [
              -103.13,
              45.46
            ],
            [
              -103.14,
              45.48
            ],
            [
              -103.15,
              45.48
            ],
            [
              -103.16,
              45.53
            ],
            [
              -103.14,
              45.55
            ],
            [
              -103.12,
              45.56
            ],
            [
              -103.08,
              45.56
            ],
            [
              -103.07,
              45.57
            ],
            [
              -102.99,
              45.57
            ],
            [
              -102.97,
              45.59
            ]
          ]
        ]
      },
      "raw_probability": 0.1085,
      "confidence_lo": 0.0012,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "f9762c46c2d1579c4d97929b1a76d0e8e39f5f28691bd7a18ed2421d44fc5e38",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.1085,
        "probability": 0.001924,
        "confidence_lo": 0.001178,
        "confidence_hi": 0.001926,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8c066246090b5151a5e2effa1e7604fd74b2976294445e15733b425f7f7cd82f",
        "signature": {
          "alg": "ed25519",
          "sig": "52c587f5b1ed47b167469eb17749dd1940319905c8687c6e4d9c96aaf6f657ac38822f9f8acd70e78af3c14215b276aafca0112568ed04766bbc2c4b1194700c"
        }
      },
      "receipt_sha256": "8c066246090b5151a5e2effa1e7604fd74b2976294445e15733b425f7f7cd82f"
    },
    {
      "storm_id": "228488",
      "lat": 35.7664,
      "lon": -86.9418,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3718.0,
      "ebshear": 22.0,
      "srh01": 38.0,
      "maxllaz": 0.004,
      "mesh": 0.19,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 38.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.8759
        },
        {
          "name": "alignment",
          "value": 2.5741
        },
        {
          "name": "tau",
          "value": 3.6312
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1081
      },
      "coherence_score": 3.6311862468719482,
      "coherence_diagnostics": {
        "tau": 3.6311862468719482,
        "grad_tau": 0.2685205638408661,
        "torsion": 0.0,
        "alignment": 2.574122667312622,
        "S_field": 1.1935648918151855,
        "Gamma_field": 0.3138188123703003,
        "S_over_Gamma": 3.803356647491455,
        "Da": 21.050809860229492,
        "E_coh": 0.9794790744781494,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -86.97,
              35.8
            ],
            [
              -86.95,
              35.79
            ],
            [
              -86.91,
              35.79
            ],
            [
              -86.89,
              35.77
            ],
            [
              -86.89,
              35.74
            ],
            [
              -86.91,
              35.71
            ],
            [
              -86.95,
              35.72
            ],
            [
              -86.96,
              35.75
            ],
            [
              -86.98,
              35.77
            ],
            [
              -86.98,
              35.79
            ],
            [
              -86.97,
              35.8
            ]
          ]
        ]
      },
      "raw_probability": 0.1081,
      "confidence_lo": 0.0012,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "e83204c5dab42ad4182f80f19949227b1d68eb44f29d0ed6add96a181b66821f",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.1081,
        "probability": 0.001924,
        "confidence_lo": 0.001178,
        "confidence_hi": 0.001926,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "49abc32feedee070f6e6beb4e8bbdaec149e27c02279806be2f9e9cadeaf650d",
        "signature": {
          "alg": "ed25519",
          "sig": "d81eb6b5eff42866ab193d65c0f349896b0056482e7654c9bc46cced85c3bc29c8886cae6e4e29da7ebae88cae13f9fca703876e52b9d68b80583000a473ff0b"
        }
      },
      "receipt_sha256": "49abc32feedee070f6e6beb4e8bbdaec149e27c02279806be2f9e9cadeaf650d"
    },
    {
      "storm_id": "228427",
      "lat": 34.475,
      "lon": -113.47,
      "motion_east": 5.5,
      "motion_south": 2.2,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2449.0,
      "ebshear": 28.0,
      "srh01": 79.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 79.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.6259
        },
        {
          "name": "alignment",
          "value": 0.7462
        },
        {
          "name": "tau",
          "value": 1.0195
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1071
      },
      "coherence_score": 1.0194646120071411,
      "coherence_diagnostics": {
        "tau": 1.0194646120071411,
        "grad_tau": 0.364192396402359,
        "torsion": 0.0,
        "alignment": 0.7462318539619446,
        "S_field": 0.7327134013175964,
        "Gamma_field": 0.5213187336921692,
        "S_over_Gamma": 1.405499815940857,
        "Da": 33.424983978271484,
        "E_coh": 0.9718232154846191,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -113.48,
              34.5
            ],
            [
              -113.45,
              34.5
            ],
            [
              -113.43,
              34.48
            ],
            [
              -113.44,
              34.44
            ],
            [
              -113.48,
              34.44
            ],
            [
              -113.5,
              34.46
            ],
            [
              -113.5,
              34.48
            ],
            [
              -113.48,
              34.5
            ]
          ]
        ]
      },
      "raw_probability": 0.1071,
      "confidence_lo": 0.0012,
      "confidence_hi": 0.0013,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "d51b9069e31c2c5199c690b98d0673ea4599d859eb0cc80cfc675ba22fa0bf0a",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.1071,
        "probability": 0.001296,
        "confidence_lo": 0.001178,
        "confidence_hi": 0.001296,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "77be9a6c3b8e8341e999282a3fc1a1d397b177153f109b162a93c7a2de45f2c9",
        "signature": {
          "alg": "ed25519",
          "sig": "ec065783f09546e3724afb1186dda023e5a7c79ee01aa75286951ca99f69abc4bf62e5bdd04ecb731288d92e70071c177fa65c13c64713c306f50014ee2a970f"
        }
      },
      "receipt_sha256": "77be9a6c3b8e8341e999282a3fc1a1d397b177153f109b162a93c7a2de45f2c9"
    },
    {
      "storm_id": "228960",
      "lat": 46.6211,
      "lon": -76.6311,
      "motion_east": 6.4,
      "motion_south": 4.7,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 868.0,
      "ebshear": 31.0,
      "srh01": 41.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 41.0
        },
        {
          "name": "hrrr_pwat",
          "value": 25.6259
        },
        {
          "name": "alignment",
          "value": -0.558
        },
        {
          "name": "tau",
          "value": 1.0877
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1061
      },
      "coherence_score": 1.0877268314361572,
      "coherence_diagnostics": {
        "tau": 1.0877268314361572,
        "grad_tau": 0.17146281898021698,
        "torsion": 0.0,
        "alignment": -0.558000922203064,
        "S_field": 0.4134226143360138,
        "Gamma_field": 0.23631878197193146,
        "S_over_Gamma": 1.7494276762008667,
        "Da": 13.989364624023438,
        "E_coh": 0.7364576458930969,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -76.65,
              46.65
            ],
            [
              -76.61,
              46.65
            ],
            [
              -76.61,
              46.64
            ],
            [
              -76.59,
              46.62
            ],
            [
              -76.59,
              46.58
            ],
            [
              -76.63,
              46.57
            ],
            [
              -76.67,
              46.6
            ],
            [
              -76.68,
              46.63
            ],
            [
              -76.65,
              46.65
            ]
          ]
        ]
      },
      "raw_probability": 0.1061,
      "confidence_lo": 0.0012,
      "confidence_hi": 0.0013,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "cd67e764a4292154c6c55eec7bfc9e534555338880268056e759eb977bc4fb3b",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.1061,
        "probability": 0.001296,
        "confidence_lo": 0.001178,
        "confidence_hi": 0.001296,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1bddc684d6658ebe94ae5ad5dc04099539b56330a190a32770e8957a47e47ca5",
        "signature": {
          "alg": "ed25519",
          "sig": "284ef6fbba9a4c92ebe002bd66bf24516ffcaf7800d0ca1b18a5151367348fd61c56d658c38e1f8f277f225bec00bd626d7d85bf4103f4ad54e74451c9ab230c"
        }
      },
      "receipt_sha256": "1bddc684d6658ebe94ae5ad5dc04099539b56330a190a32770e8957a47e47ca5"
    },
    {
      "storm_id": "227760",
      "lat": 26.0309,
      "lon": -80.4536,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3996.0,
      "ebshear": 19.0,
      "srh01": 46.0,
      "maxllaz": 0.003,
      "mesh": 0.09,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 46.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.6259
        },
        {
          "name": "alignment",
          "value": -0.9761
        },
        {
          "name": "tau",
          "value": 1.8112
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1059
      },
      "coherence_score": 1.8112269639968872,
      "coherence_diagnostics": {
        "tau": 1.8112269639968872,
        "grad_tau": 1.578387975692749,
        "torsion": 0.0,
        "alignment": -0.9761152267456055,
        "S_field": 0.8547013401985168,
        "Gamma_field": 0.26631879806518555,
        "S_over_Gamma": 3.2093164920806885,
        "Da": 17.144319534301758,
        "E_coh": 0.9722611308097839,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -80.47,
              26.07
            ],
            [
              -80.43,
              26.07
            ],
            [
              -80.41,
              26.05
            ],
            [
              -80.42,
              26.03
            ],
            [
              -80.42,
              25.99
            ],
            [
              -80.43,
              25.98
            ],
            [
              -80.48,
              25.98
            ],
            [
              -80.5,
              26.0
            ],
            [
              -80.48,
              26.04
            ],
            [
              -80.48,
              26.06
            ],
            [
              -80.47,
              26.07
            ]
          ]
        ]
      },
      "raw_probability": 0.1059,
      "confidence_lo": 0.0012,
      "confidence_hi": 0.0013,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "e6de74fb27bb0cf24a304c9e78193aeab5944e49a55d3d2f5535fed341f200b8",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.1059,
        "probability": 0.001296,
        "confidence_lo": 0.001178,
        "confidence_hi": 0.001296,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9355f25d08db0bb95062e798190489f918e6711e29d71a469fd76d05e7150428",
        "signature": {
          "alg": "ed25519",
          "sig": "125716e988457ebb23be703d4de8c1bfe4df9b7d53d22c4eed6557e9f66f637b1dc96d06f0522d21550bbf9f78942858bc9a3fb258c59326bd59c585b03e8408"
        }
      },
      "receipt_sha256": "9355f25d08db0bb95062e798190489f918e6711e29d71a469fd76d05e7150428"
    },
    {
      "storm_id": "228920",
      "lat": 46.6122,
      "lon": -72.1356,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1259.0,
      "ebshear": 36.0,
      "srh01": 57.0,
      "maxllaz": 0.005,
      "mesh": 0.26,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 57.0
        },
        {
          "name": "hrrr_pwat",
          "value": 23.6259
        },
        {
          "name": "alignment",
          "value": -1.4685
        },
        {
          "name": "tau",
          "value": 0.7483
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1053
      },
      "coherence_score": 0.7483152151107788,
      "coherence_diagnostics": {
        "tau": 0.7483152151107788,
        "grad_tau": 0.17779217660427094,
        "torsion": 0.0,
        "alignment": -1.4684911966323853,
        "S_field": 0.18139195442199707,
        "Gamma_field": 0.4063187837600708,
        "S_over_Gamma": 0.44642767310142517,
        "Da": 23.96149444580078,
        "E_coh": 0.4035462439060211,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -72.15,
              46.64
            ],
            [
              -72.12,
              46.64
            ],
            [
              -72.11,
              46.63
            ],
            [
              -72.12,
              46.61
            ],
            [
              -72.12,
              46.58
            ],
            [
              -72.13,
              46.57
            ],
            [
              -72.16,
              46.57
            ],
            [
              -72.16,
              46.63
            ],
            [
              -72.15,
              46.64
            ]
          ]
        ]
      },
      "raw_probability": 0.1053,
      "confidence_lo": 0.0012,
      "confidence_hi": 0.0013,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "cfcd063d294a640d88c67c4ae92e276e5d27cbcd092e543be985bafc8f509bb4",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.1053,
        "probability": 0.001296,
        "confidence_lo": 0.001178,
        "confidence_hi": 0.001296,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a80876587418e149eab43877f2898fe20b9bd9f8dd30643c8373e57e56cdc36f",
        "signature": {
          "alg": "ed25519",
          "sig": "0da668d40c9481f20432d5099e6fc3fa37639824b25bdb875f014dfc4bf473dc71ad7db6c3b610db0047baa5b0c06a9b92217c0eea12122df387f6c95a74e10f"
        }
      },
      "receipt_sha256": "a80876587418e149eab43877f2898fe20b9bd9f8dd30643c8373e57e56cdc36f"
    },
    {
      "storm_id": "227193",
      "lat": 41.4591,
      "lon": -74.93,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1107.0,
      "ebshear": 31.0,
      "srh01": 32.0,
      "maxllaz": 0.002,
      "mesh": 0.26,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 32.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.8759
        },
        {
          "name": "alignment",
          "value": -1.7345
        },
        {
          "name": "tau",
          "value": 1.6488
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1047
      },
      "coherence_score": 1.6487585306167603,
      "coherence_diagnostics": {
        "tau": 1.6487585306167603,
        "grad_tau": 0.2995651364326477,
        "torsion": 0.0,
        "alignment": -1.7344824075698853,
        "S_field": 0.9633909463882446,
        "Gamma_field": 0.2654854357242584,
        "S_over_Gamma": 3.6287901401519775,
        "Da": 15.758318901062012,
        "E_coh": 0.9217299222946167,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -74.92,
              41.49
            ],
            [
              -74.9,
              41.49
            ],
            [
              -74.89,
              41.48
            ],
            [
              -74.9,
              41.43
            ],
            [
              -74.92,
              41.41
            ],
            [
              -74.95,
              41.41
            ],
            [
              -74.97,
              41.42
            ],
            [
              -74.97,
              41.47
            ],
            [
              -74.96,
              41.48
            ],
            [
              -74.93,
              41.48
            ],
            [
              -74.92,
              41.49
            ]
          ]
        ]
      },
      "raw_probability": 0.1047,
      "confidence_lo": 0.0012,
      "confidence_hi": 0.0013,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "2e739d4e50a8bb26ef580cf5c3a44f4edd1fc26fd9239ffb6d2bd019d26c0c13",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.1047,
        "probability": 0.001296,
        "confidence_lo": 0.001178,
        "confidence_hi": 0.001296,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ba2561427ef7299e3ee975a6337b68db5069b5c855a60c1f4d862165d19ecce3",
        "signature": {
          "alg": "ed25519",
          "sig": "815d3164609f8fa82758c4994d7a665b26b74fa8a6f2f2f95467c92c8a067ec63cab2b342fe153d971175e464a121cae98880b6d3e10c7e4ad6a3a60504f660a"
        }
      },
      "receipt_sha256": "ba2561427ef7299e3ee975a6337b68db5069b5c855a60c1f4d862165d19ecce3"
    },
    {
      "storm_id": "228564",
      "lat": 35.737,
      "lon": -114.163,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1487.0,
      "ebshear": 25.0,
      "srh01": 69.0,
      "maxllaz": 0.002,
      "mesh": 0.21,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 69.0
        },
        {
          "name": "hrrr_pwat",
          "value": 19.1259
        },
        {
          "name": "alignment",
          "value": -0.4718
        },
        {
          "name": "tau",
          "value": 0.5423
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1038
      },
      "coherence_score": 0.542275071144104,
      "coherence_diagnostics": {
        "tau": 0.542275071144104,
        "grad_tau": 0.219669908285141,
        "torsion": 0.0,
        "alignment": -0.47179341316223145,
        "S_field": 0.13640034198760986,
        "Gamma_field": 0.5038188099861145,
        "S_over_Gamma": 0.27073293924331665,
        "Da": 30.418533325195312,
        "E_coh": 0.16942080855369568,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -114.2,
              35.77
            ],
            [
              -114.15,
              35.77
            ],
            [
              -114.14,
              35.76
            ],
            [
              -114.14,
              35.74
            ],
            [
              -114.13,
              35.73
            ],
            [
              -114.14,
              35.72
            ],
            [
              -114.14,
              35.7
            ],
            [
              -114.19,
              35.7
            ],
            [
              -114.2,
              35.71
            ],
            [
              -114.2,
              35.77
            ]
          ]
        ]
      },
      "raw_probability": 0.1038,
      "confidence_lo": 0.0012,
      "confidence_hi": 0.0013,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "61a9ee1605a1b6254500d4ab0e0ec7f75a6dcbc8cf900f64d1209ead88157c89",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.1038,
        "probability": 0.001296,
        "confidence_lo": 0.001178,
        "confidence_hi": 0.001296,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "410a6c57f4fc4002ccff0d393577436bb1168dc390c24d214cae85746420d00e",
        "signature": {
          "alg": "ed25519",
          "sig": "2343b87aadc2362564fe9ec0f7127657ebbd67ff9b202faa5cd7d6a8ddb10ba28996ab2d47b03d8a73b03cbd8e1de0b224fb3ba452563443c1a63a16ab3b720d"
        }
      },
      "receipt_sha256": "410a6c57f4fc4002ccff0d393577436bb1168dc390c24d214cae85746420d00e"
    },
    {
      "storm_id": "227085",
      "lat": 31.3648,
      "lon": -103.0274,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2282.0,
      "ebshear": 20.0,
      "srh01": 54.0,
      "maxllaz": 0.006,
      "mesh": 0.25,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 54.0
        },
        {
          "name": "hrrr_pwat",
          "value": 25.6259
        },
        {
          "name": "alignment",
          "value": -1.0914
        },
        {
          "name": "tau",
          "value": 0.6764
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1029
      },
      "coherence_score": 0.6763826608657837,
      "coherence_diagnostics": {
        "tau": 0.6763826608657837,
        "grad_tau": 0.14040175080299377,
        "torsion": 0.0,
        "alignment": -1.0913621187210083,
        "S_field": 0.22739487886428833,
        "Gamma_field": 0.5638187527656555,
        "S_over_Gamma": 0.4033120274543762,
        "Da": 32.83190155029297,
        "E_coh": 0.9046123027801514,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -103.09,
              31.45
            ],
            [
              -103.06,
              31.45
            ],
            [
              -103.04,
              31.44
            ],
            [
              -103.01,
              31.38
            ],
            [
              -102.98,
              31.38
            ],
            [
              -102.96,
              31.37
            ],
            [
              -102.96,
              31.35
            ],
            [
              -102.94,
              31.31
            ],
            [
              -102.94,
              31.3
            ],
            [
              -102.96,
              31.28
            ],
            [
              -102.98,
              31.27
            ],
            [
              -103.01,
              31.27
            ],
            [
              -103.04,
              31.3
            ],
            [
              -103.04,
              31.32
            ],
            [
              -103.05,
              31.33
            ],
            [
              -103.04,
              31.34
            ],
            [
              -103.04,
              31.39
            ],
            [
              -103.05,
              31.4
            ],
            [
              -103.06,
              31.4
            ],
            [
              -103.08,
              31.38
            ],
            [
              -103.1,
              31.39
            ],
            [
              -103.11,
              31.44
            ],
            [
              -103.09,
              31.45
            ]
          ]
        ]
      },
      "raw_probability": 0.1029,
      "confidence_lo": 0.0012,
      "confidence_hi": 0.0013,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "9bd6f0728c24c24c75ce4081420206862b46ffadcfa7a06e9588ae6af7a0239d",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.1029,
        "probability": 0.001296,
        "confidence_lo": 0.001178,
        "confidence_hi": 0.001296,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5c6054973d6c0b16c0a42c1056c20c394adbdf8126c0f6c02275ec17340cf610",
        "signature": {
          "alg": "ed25519",
          "sig": "b0e97d26888c2a6c50d640294aa2c819867ef048381b31f1aa25e28d791a026ec760b1426b3c5eef442e12dd095280f72186d020a322d1a9ba7f452693440c0b"
        }
      },
      "receipt_sha256": "5c6054973d6c0b16c0a42c1056c20c394adbdf8126c0f6c02275ec17340cf610"
    },
    {
      "storm_id": "228003",
      "lat": 39.5031,
      "lon": -119.71,
      "motion_east": 0.7,
      "motion_south": 0.3,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 585.0,
      "ebshear": 22.0,
      "srh01": 78.0,
      "maxllaz": 0.005,
      "mesh": 0.52,
      "flash_rate": 5.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 78.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.1259
        },
        {
          "name": "alignment",
          "value": 1.7048
        },
        {
          "name": "tau",
          "value": 0.5222
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1023
      },
      "coherence_score": 0.5221797227859497,
      "coherence_diagnostics": {
        "tau": 0.5221797227859497,
        "grad_tau": 0.06474579870700836,
        "torsion": 0.0,
        "alignment": 1.7047979831695557,
        "S_field": 0.18320590257644653,
        "Gamma_field": 0.15000000596046448,
        "S_over_Gamma": 1.2213726043701172,
        "Da": 8.84740924835205,
        "E_coh": 0.03994201868772507,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -119.75,
              39.59
            ],
            [
              -119.68,
              39.59
            ],
            [
              -119.66,
              39.58
            ],
            [
              -119.65,
              39.56
            ],
            [
              -119.65,
              39.52
            ],
            [
              -119.67,
              39.5
            ],
            [
              -119.67,
              39.48
            ],
            [
              -119.68,
              39.47
            ],
            [
              -119.68,
              39.41
            ],
            [
              -119.69,
              39.4
            ],
            [
              -119.73,
              39.4
            ],
            [
              -119.76,
              39.42
            ],
            [
              -119.76,
              39.47
            ],
            [
              -119.79,
              39.52
            ],
            [
              -119.79,
              39.55
            ],
            [
              -119.75,
              39.59
            ]
          ]
        ]
      },
      "raw_probability": 0.1023,
      "confidence_lo": 0.0012,
      "confidence_hi": 0.0013,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "9474cf122660f08e629b7aea9e4e5da75b3814966e208773d839a4ed7d3a3433",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.1023,
        "probability": 0.001296,
        "confidence_lo": 0.001178,
        "confidence_hi": 0.001296,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "06d71ef40398772af65f7a5051b8ac1dbb81a771e041a62c76cc93d92ad2e79c",
        "signature": {
          "alg": "ed25519",
          "sig": "8c23ecbcddc219e27bfbd0363f941a5d2d0036f16dfc0943d74f60b9590e550bc334d9857668d107dd714c3c3d896e406e549bf2e58febcfc79f77b8b0009f09"
        }
      },
      "receipt_sha256": "06d71ef40398772af65f7a5051b8ac1dbb81a771e041a62c76cc93d92ad2e79c"
    },
    {
      "storm_id": "228340",
      "lat": 43.2511,
      "lon": -82.835,
      "motion_east": 6.7,
      "motion_south": 3.2,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1885.0,
      "ebshear": 38.0,
      "srh01": 32.0,
      "maxllaz": 0.004,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 32.0
        },
        {
          "name": "hrrr_pwat",
          "value": 30.7509
        },
        {
          "name": "alignment",
          "value": -0.0212
        },
        {
          "name": "tau",
          "value": 1.5483
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1021
      },
      "coherence_score": 1.5482654571533203,
      "coherence_diagnostics": {
        "tau": 1.5482654571533203,
        "grad_tau": 0.2801847755908966,
        "torsion": 0.0,
        "alignment": -0.021165043115615845,
        "S_field": 0.5510463118553162,
        "Gamma_field": 0.3413187861442566,
        "S_over_Gamma": 1.6144622564315796,
        "Da": 20.26262664794922,
        "E_coh": 0.776498019695282,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -82.91,
              43.31
            ],
            [
              -82.87,
              43.31
            ],
            [
              -82.86,
              43.3
            ],
            [
              -82.84,
              43.3
            ],
            [
              -82.82,
              43.28
            ],
            [
              -82.78,
              43.27
            ],
            [
              -82.72,
              43.24
            ],
            [
              -82.71,
              43.23
            ],
            [
              -82.71,
              43.18
            ],
            [
              -82.75,
              43.17
            ],
            [
              -82.78,
              43.19
            ],
            [
              -82.84,
              43.2
            ],
            [
              -82.86,
              43.22
            ],
            [
              -82.89,
              43.22
            ],
            [
              -82.92,
              43.25
            ],
            [
              -82.93,
              43.25
            ],
            [
              -82.93,
              43.29
            ],
            [
              -82.91,
              43.31
            ]
          ]
        ]
      },
      "raw_probability": 0.1021,
      "confidence_lo": 0.0012,
      "confidence_hi": 0.0013,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "b333f9231cfe7387f388a32d0c9745b1e96cbd5b4a89128338331179309ac895",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.1021,
        "probability": 0.001296,
        "confidence_lo": 0.001178,
        "confidence_hi": 0.001296,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6b74ad2fc0e621f6eb9ba161d81b56a2fe601aef6c3b44b57a75b444bd48c7e0",
        "signature": {
          "alg": "ed25519",
          "sig": "69c5b4c1013f6ab25995fe7b8cdda66a2a29f0a65437ef596f7b8a1dcb69b0e1505d6558b7ec9aa576d845c9ce09f8d7ab55e3f8d03f45e7178da9f46fe2520e"
        }
      },
      "receipt_sha256": "6b74ad2fc0e621f6eb9ba161d81b56a2fe601aef6c3b44b57a75b444bd48c7e0"
    },
    {
      "storm_id": "227863",
      "lat": 26.0436,
      "lon": -80.8206,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4535.0,
      "ebshear": 17.0,
      "srh01": 43.0,
      "maxllaz": 0.009,
      "mesh": 0.92,
      "flash_rate": 67.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 43.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.6259
        },
        {
          "name": "alignment",
          "value": -0.8779
        },
        {
          "name": "tau",
          "value": 1.9578
        },
        {
          "name": "maxllaz",
          "value": 0.009
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1019
      },
      "coherence_score": 1.9577553272247314,
      "coherence_diagnostics": {
        "tau": 1.9577553272247314,
        "grad_tau": 1.6444029808044434,
        "torsion": 0.0,
        "alignment": -0.8778990507125854,
        "S_field": 1.200313925743103,
        "Gamma_field": 0.21048542857170105,
        "S_over_Gamma": 5.702598571777344,
        "Da": 13.457784652709961,
        "E_coh": 0.9846059083938599,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -80.65,
              26.21
            ],
            [
              -80.62,
              26.21
            ],
            [
              -80.6,
              26.19
            ],
            [
              -80.59,
              26.15
            ],
            [
              -80.64,
              26.09
            ],
            [
              -80.65,
              26.05
            ],
            [
              -80.71,
              25.99
            ],
            [
              -80.76,
              25.98
            ],
            [
              -80.79,
              25.96
            ],
            [
              -80.83,
              25.96
            ],
            [
              -80.84,
              25.95
            ],
            [
              -80.9,
              25.95
            ],
            [
              -80.91,
              25.94
            ],
            [
              -80.95,
              25.93
            ],
            [
              -80.97,
              25.91
            ],
            [
              -81.02,
              25.91
            ],
            [
              -81.03,
              25.93
            ],
            [
              -81.03,
              25.97
            ],
            [
              -81.0,
              26.0
            ],
            [
              -80.99,
              26.0
            ],
            [
              -80.97,
              26.02
            ],
            [
              -80.95,
              26.02
            ],
            [
              -80.94,
              26.03
            ],
            [
              -80.9,
              26.04
            ],
            [
              -80.85,
              26.09
            ],
            [
              -80.82,
              26.09
            ],
            [
              -80.81,
              26.1
            ],
            [
              -80.79,
              26.1
            ],
            [
              -80.77,
              26.08
            ],
            [
              -80.74,
              26.09
            ],
            [
              -80.72,
              26.11
            ],
            [
              -80.69,
              26.18
            ],
            [
              -80.65,
              26.21
            ]
          ]
        ]
      },
      "raw_probability": 0.1019,
      "confidence_lo": 0.0012,
      "confidence_hi": 0.0013,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "331d76d313c6b04bc28c043dd6e9496c63e90493c4361449a1d6fc067e379cd0",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.1019,
        "probability": 0.001296,
        "confidence_lo": 0.001178,
        "confidence_hi": 0.001296,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "36e33b83e757b9c8d93056ed55f7d1176d7c30936df914ce00c459a402b5df1b",
        "signature": {
          "alg": "ed25519",
          "sig": "bfa26f78bd1e7b372b6d333446dc4e52a3e34e6a9552aeeeaa1dfb965c47ca3b38ed16576007fa1d9f070b0f880ac3c8493d8cde19c183f950568211b3c3740b"
        }
      },
      "receipt_sha256": "36e33b83e757b9c8d93056ed55f7d1176d7c30936df914ce00c459a402b5df1b"
    },
    {
      "storm_id": "228977",
      "lat": 37.1546,
      "lon": -115.1762,
      "motion_east": 5.9,
      "motion_south": 0.4,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1062.0,
      "ebshear": 25.0,
      "srh01": 69.0,
      "maxllaz": 0.001,
      "mesh": 0.22,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 69.0
        },
        {
          "name": "hrrr_pwat",
          "value": 22.8759
        },
        {
          "name": "alignment",
          "value": -1.7522
        },
        {
          "name": "tau",
          "value": 0.2926
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1016
      },
      "coherence_score": 0.2926391065120697,
      "coherence_diagnostics": {
        "tau": 0.2926391065120697,
        "grad_tau": 0.01410799752920866,
        "torsion": 0.0,
        "alignment": -1.7522366046905518,
        "S_field": 0.042893797159194946,
        "Gamma_field": 0.6954854130744934,
        "S_over_Gamma": 0.06167461723089218,
        "Da": 39.80337905883789,
        "E_coh": 0.41764917969703674,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -115.2,
              37.19
            ],
            [
              -115.16,
              37.19
            ],
            [
              -115.14,
              37.18
            ],
            [
              -115.15,
              37.16
            ],
            [
              -115.13,
              37.14
            ],
            [
              -115.13,
              37.13
            ],
            [
              -115.15,
              37.13
            ],
            [
              -115.16,
              37.12
            ],
            [
              -115.2,
              37.12
            ],
            [
              -115.22,
              37.13
            ],
            [
              -115.22,
              37.16
            ],
            [
              -115.23,
              37.17
            ],
            [
              -115.2,
              37.19
            ]
          ]
        ]
      },
      "raw_probability": 0.1016,
      "confidence_lo": 0.0012,
      "confidence_hi": 0.0013,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "f50037ec87f4ae564fbc99ef5605da5a60e09ca81dc75cb0c3b1c677cb23f8f3",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.1016,
        "probability": 0.001296,
        "confidence_lo": 0.001178,
        "confidence_hi": 0.001296,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "96e1b0524e26f6fe22a75160798b1d327a9a22fa1b9f57b3fd1b35a0d7fd73d4",
        "signature": {
          "alg": "ed25519",
          "sig": "63ad4f8c9efd539c87ff6bf0745e79fbf2e703a270ce49bfabb735b63474ac04422536875c555cd7555fae1893505d58632e4857706cf2a5a330b6038ad64e0b"
        }
      },
      "receipt_sha256": "96e1b0524e26f6fe22a75160798b1d327a9a22fa1b9f57b3fd1b35a0d7fd73d4"
    },
    {
      "storm_id": "227756",
      "lat": 31.3667,
      "lon": -85.5252,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3473.0,
      "ebshear": 17.0,
      "srh01": 49.0,
      "maxllaz": 0.005,
      "mesh": 0.39,
      "flash_rate": 22.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 49.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.2509
        },
        {
          "name": "alignment",
          "value": -0.5843
        },
        {
          "name": "tau",
          "value": 4.1925
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1015
      },
      "coherence_score": 4.192533493041992,
      "coherence_diagnostics": {
        "tau": 4.192533493041992,
        "grad_tau": 0.3440006673336029,
        "torsion": 0.0,
        "alignment": -0.5843384265899658,
        "S_field": 1.0285807847976685,
        "Gamma_field": 0.33548545837402344,
        "S_over_Gamma": 3.0659475326538086,
        "Da": 21.37000274658203,
        "E_coh": 0.9861177802085876,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -85.64,
              31.41
            ],
            [
              -85.55,
              31.41
            ],
            [
              -85.54,
              31.4
            ],
            [
              -85.49,
              31.4
            ],
            [
              -85.48,
              31.41
            ],
            [
              -85.38,
              31.41
            ],
            [
              -85.36,
              31.39
            ],
            [
              -85.36,
              31.35
            ],
            [
              -85.39,
              31.33
            ],
            [
              -85.42,
              31.33
            ],
            [
              -85.45,
              31.31
            ],
            [
              -85.5,
              31.31
            ],
            [
              -85.51,
              31.32
            ],
            [
              -85.53,
              31.32
            ],
            [
              -85.57,
              31.34
            ],
            [
              -85.64,
              31.34
            ],
            [
              -85.65,
              31.35
            ],
            [
              -85.64,
              31.37
            ],
            [
              -85.64,
              31.39
            ],
            [
              -85.65,
              31.4
            ],
            [
              -85.64,
              31.41
            ]
          ]
        ]
      },
      "raw_probability": 0.1015,
      "confidence_lo": 0.0012,
      "confidence_hi": 0.0013,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "aab59c8095d7ad0ac24c2552ea76822f56570bed69b15c64b4e8bd95bb06f7c5",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.1015,
        "probability": 0.001296,
        "confidence_lo": 0.001178,
        "confidence_hi": 0.001296,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8a43d8e875b5612b205fbfcdef47f71c6c6833560c9a2bf7da5763aa2141250a",
        "signature": {
          "alg": "ed25519",
          "sig": "0699976f67fb9e9b1630224f330391661062ad328b929a886ff9ef8e44f4a260f98867dc1510161e60e240fee3ccc61c43c141fc12cdc1758617951fed32ac02"
        }
      },
      "receipt_sha256": "8a43d8e875b5612b205fbfcdef47f71c6c6833560c9a2bf7da5763aa2141250a"
    },
    {
      "storm_id": "227713",
      "lat": 41.046,
      "lon": -103.9613,
      "motion_east": 7.1,
      "motion_south": -2.0,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1995.0,
      "ebshear": 42.0,
      "srh01": 47.0,
      "maxllaz": 0.018,
      "mesh": 1.6,
      "flash_rate": 22.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 47.0
        },
        {
          "name": "hrrr_pwat",
          "value": 22.8759
        },
        {
          "name": "alignment",
          "value": -0.5785
        },
        {
          "name": "tau",
          "value": 0.6214
        },
        {
          "name": "maxllaz",
          "value": 0.018
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1014
      },
      "coherence_score": 0.6213865280151367,
      "coherence_diagnostics": {
        "tau": 0.6213865280151367,
        "grad_tau": 0.0689382553100586,
        "torsion": 0.0,
        "alignment": -0.5785342454910278,
        "S_field": 0.23234111070632935,
        "Gamma_field": 0.487152099609375,
        "S_over_Gamma": 0.47693750262260437,
        "Da": 27.338546752929688,
        "E_coh": 0.6537285447120667,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -103.99,
              41.15
            ],
            [
              -103.94,
              41.15
            ],
            [
              -103.9,
              41.13
            ],
            [
              -103.85,
              41.08
            ],
            [
              -103.85,
              41.02
            ],
            [
              -103.9,
              40.98
            ],
            [
              -103.92,
              40.98
            ],
            [
              -103.96,
              40.95
            ],
            [
              -104.0,
              40.95
            ],
            [
              -104.01,
              40.96
            ],
            [
              -104.01,
              40.99
            ],
            [
              -104.03,
              41.01
            ],
            [
              -104.03,
              41.09
            ],
            [
              -104.04,
              41.1
            ],
            [
              -103.99,
              41.15
            ]
          ]
        ]
      },
      "raw_probability": 0.1014,
      "confidence_lo": 0.0012,
      "confidence_hi": 0.0013,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "dafbba70444b408226eb6deadc98f5a116cab99f98be1f93067eaf4d3d139368",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.1014,
        "probability": 0.001296,
        "confidence_lo": 0.001178,
        "confidence_hi": 0.001296,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9df68c0d232776415b767de8ca9ca619b02c42d140ebc25335dd151befacd03c",
        "signature": {
          "alg": "ed25519",
          "sig": "18fe7b6d4905c7ef7bf51d7c15c252a9563845ddbd552a90df5eb7e04867d4c426741ec48b5cb1f6d20282c7a2df99444e38ed85e0c012c69d79ec370798c50e"
        }
      },
      "receipt_sha256": "9df68c0d232776415b767de8ca9ca619b02c42d140ebc25335dd151befacd03c"
    },
    {
      "storm_id": "228038",
      "lat": 44.3993,
      "lon": -83.3121,
      "motion_east": 4.2,
      "motion_south": 1.0,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1316.0,
      "ebshear": 42.0,
      "srh01": 68.0,
      "maxllaz": 0.008,
      "mesh": 0.35,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 68.0
        },
        {
          "name": "hrrr_pwat",
          "value": 25.3759
        },
        {
          "name": "alignment",
          "value": 0.4118
        },
        {
          "name": "tau",
          "value": 1.2546
        },
        {
          "name": "maxllaz",
          "value": 0.008
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1013
      },
      "coherence_score": 1.254647135734558,
      "coherence_diagnostics": {
        "tau": 1.254647135734558,
        "grad_tau": 0.19421514868736267,
        "torsion": 0.0,
        "alignment": 0.4118252098560333,
        "S_field": 0.19404616951942444,
        "Gamma_field": 0.5388187766075134,
        "S_over_Gamma": 0.3601325452327728,
        "Da": 31.70348358154297,
        "E_coh": 0.10454846918582916,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.29,
              44.5
            ],
            [
              -83.26,
              44.46
            ],
            [
              -83.26,
              44.43
            ],
            [
              -83.27,
              44.42
            ],
            [
              -83.27,
              44.34
            ],
            [
              -83.29,
              44.31
            ],
            [
              -83.33,
              44.3
            ],
            [
              -83.34,
              44.29
            ],
            [
              -83.4,
              44.3
            ],
            [
              -83.38,
              44.36
            ],
            [
              -83.34,
              44.4
            ],
            [
              -83.34,
              44.49
            ],
            [
              -83.31,
              44.49
            ],
            [
              -83.29,
              44.5
            ]
          ]
        ]
      },
      "raw_probability": 0.1013,
      "confidence_lo": 0.0012,
      "confidence_hi": 0.0013,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "52137af2812287b386a9253f61665191c699c76cf99a43a37a20af482ec0dafa",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.1013,
        "probability": 0.001296,
        "confidence_lo": 0.001178,
        "confidence_hi": 0.001296,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "eeaa1214493c9bf2b984eaed388fb7b6a743e5b016bd6d9c7938975e8cd08320",
        "signature": {
          "alg": "ed25519",
          "sig": "b48de9608fb6e3b3be123c8cafd5007404d6dc2c8a7cb8d220d474d9455dce619ae7e1f42816aef8846dbbda2d5807da311f885243de2c32624a8054db414e01"
        }
      },
      "receipt_sha256": "eeaa1214493c9bf2b984eaed388fb7b6a743e5b016bd6d9c7938975e8cd08320"
    },
    {
      "storm_id": "228924",
      "lat": 45.5362,
      "lon": -103.9175,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 869.0,
      "ebshear": 53.0,
      "srh01": 59.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 59.0
        },
        {
          "name": "hrrr_pwat",
          "value": 23.5009
        },
        {
          "name": "alignment",
          "value": -0.1094
        },
        {
          "name": "tau",
          "value": 0.4403
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1011
      },
      "coherence_score": 0.4403054118156433,
      "coherence_diagnostics": {
        "tau": 0.4403054118156433,
        "grad_tau": 0.04964153468608856,
        "torsion": 0.0,
        "alignment": -0.10943196713924408,
        "S_field": 0.2595638334751129,
        "Gamma_field": 1.049652099609375,
        "S_over_Gamma": 0.24728558957576752,
        "Da": 62.587039947509766,
        "E_coh": 0.42794474959373474,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -103.92,
              45.57
            ],
            [
              -103.89,
              45.57
            ],
            [
              -103.88,
              45.55
            ],
            [
              -103.88,
              45.52
            ],
            [
              -103.91,
              45.48
            ],
            [
              -103.98,
              45.48
            ],
            [
              -103.96,
              45.55
            ],
            [
              -103.92,
              45.57
            ]
          ]
        ]
      },
      "raw_probability": 0.1011,
      "confidence_lo": 0.0012,
      "confidence_hi": 0.0013,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "ef3f3dab103c1bd2cc3bfdef4fb6d6fd84035ddd4bb77a3ac9ff2653a9460539",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.1011,
        "probability": 0.001296,
        "confidence_lo": 0.001178,
        "confidence_hi": 0.001296,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e8700f84aa14df94360caafab7580f05bcfc3f158a7861837747ff3d36c519ed",
        "signature": {
          "alg": "ed25519",
          "sig": "24660e26d6d9ddcf2599c214dab1b0b37f905038af3ea7aaa792375aa1c2a19a51505dbfea3acbd3c63fbc044af5126433eebe2c18bb91e3f578778960fc7900"
        }
      },
      "receipt_sha256": "e8700f84aa14df94360caafab7580f05bcfc3f158a7861837747ff3d36c519ed"
    },
    {
      "storm_id": "228400",
      "lat": 30.2674,
      "lon": -83.0721,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2690.0,
      "ebshear": 17.0,
      "srh01": 34.0,
      "maxllaz": 0.002,
      "mesh": 0.08,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 34.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.8759
        },
        {
          "name": "alignment",
          "value": 1.9867
        },
        {
          "name": "tau",
          "value": 4.483
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0998
      },
      "coherence_score": 4.483037948608398,
      "coherence_diagnostics": {
        "tau": 4.483037948608398,
        "grad_tau": 0.23956996202468872,
        "torsion": 0.0,
        "alignment": 1.9866645336151123,
        "S_field": 1.2499202489852905,
        "Gamma_field": 0.21798543632030487,
        "S_over_Gamma": 5.733962059020996,
        "Da": 13.001951217651367,
        "E_coh": 0.9596550464630127,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.07,
              30.35
            ],
            [
              -83.0,
              30.35
            ],
            [
              -82.97,
              30.32
            ],
            [
              -82.96,
              30.32
            ],
            [
              -82.96,
              30.28
            ],
            [
              -82.98,
              30.27
            ],
            [
              -83.04,
              30.21
            ],
            [
              -83.04,
              30.18
            ],
            [
              -83.05,
              30.17
            ],
            [
              -83.1,
              30.15
            ],
            [
              -83.14,
              30.2
            ],
            [
              -83.18,
              30.22
            ],
            [
              -83.18,
              30.24
            ],
            [
              -83.16,
              30.26
            ],
            [
              -83.16,
              30.27
            ],
            [
              -83.14,
              30.28
            ],
            [
              -83.09,
              30.33
            ],
            [
              -83.08,
              30.33
            ],
            [
              -83.07,
              30.35
            ]
          ]
        ]
      },
      "raw_probability": 0.0998,
      "confidence_lo": 0.0012,
      "confidence_hi": 0.0013,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "7065a605f54cf311f7b1675bef3c0f066971296668483bc320d74ee8a2acca48",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0998,
        "probability": 0.001296,
        "confidence_lo": 0.001178,
        "confidence_hi": 0.001296,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "df641e1824cae7e57b039d11dcd631be4a772d130675bd5b060173507d8b18f4",
        "signature": {
          "alg": "ed25519",
          "sig": "051a1d280835e99e1e6bd691fc924354e567e7878503e2ff154a24263fa9dfe0a439d786aa37112de861d4ab0376e2d4ceec6b25a1bd0ce84acfa62e23626104"
        }
      },
      "receipt_sha256": "df641e1824cae7e57b039d11dcd631be4a772d130675bd5b060173507d8b18f4"
    },
    {
      "storm_id": "228968",
      "lat": 44.1566,
      "lon": -102.8024,
      "motion_east": 5.6,
      "motion_south": 0.2,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1447.0,
      "ebshear": 48.0,
      "srh01": 62.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 62.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.6259
        },
        {
          "name": "alignment",
          "value": -0.501
        },
        {
          "name": "tau",
          "value": 0.7827
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0994
      },
      "coherence_score": 0.7827028632164001,
      "coherence_diagnostics": {
        "tau": 0.7827028632164001,
        "grad_tau": 0.16479045152664185,
        "torsion": 0.0,
        "alignment": -0.5009551644325256,
        "S_field": 0.565361499786377,
        "Gamma_field": 0.3829854428768158,
        "S_over_Gamma": 1.4761958122253418,
        "Da": 23.026166915893555,
        "E_coh": 0.8075109124183655,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -102.87,
              44.3
            ],
            [
              -102.86,
              44.29
            ],
            [
              -102.85,
              44.3
            ],
            [
              -102.83,
              44.3
            ],
            [
              -102.82,
              44.28
            ],
            [
              -102.8,
              44.29
            ],
            [
              -102.81,
              44.3
            ],
            [
              -102.72,
              44.29
            ],
            [
              -102.72,
              44.28
            ],
            [
              -102.68,
              44.25
            ],
            [
              -102.65,
              44.25
            ],
            [
              -102.63,
              44.21
            ],
            [
              -102.64,
              44.2
            ],
            [
              -102.63,
              44.18
            ],
            [
              -102.64,
              44.16
            ],
            [
              -102.63,
              44.15
            ],
            [
              -102.61,
              44.15
            ],
            [
              -102.6,
              44.13
            ],
            [
              -102.6,
              44.11
            ],
            [
              -102.62,
              44.09
            ],
            [
              -102.61,
              44.07
            ],
            [
              -102.68,
              44.07
            ],
            [
              -102.69,
              44.08
            ],
            [
              -102.72,
              44.06
            ],
            [
              -102.73,
              44.02
            ],
            [
              -102.74,
              44.02
            ],
            [
              -102.77,
              43.99
            ],
            [
              -102.83,
              43.96
            ],
            [
              -102.87,
              43.96
            ],
            [
              -102.89,
              43.98
            ],
            [
              -102.93,
              44.0
            ],
            [
              -102.92,
              44.02
            ],
            [
              -102.94,
              44.03
            ],
            [
              -102.94,
              44.04
            ],
            [
              -102.91,
              44.04
            ],
            [
              -102.88,
              44.06
            ],
            [
              -102.81,
              44.06
            ],
            [
              -102.8,
              44.07
            ],
            [
              -102.79,
              44.06
            ],
            [
              -102.78,
              44.07
            ],
            [
              -102.75,
              44.07
            ],
            [
              -102.72,
              44.09
            ],
            [
              -102.72,
              44.16
            ],
            [
              -102.74,
              44.18
            ],
            [
              -102.74,
              44.2
            ],
            [
              -102.78,
              44.22
            ],
            [
              -102.87,
              44.22
            ],
            [
              -102.88,
              44.21
            ],
            [
              -102.91,
              44.21
            ],
            [
              -102.94,
              44.18
            ],
            [
              -102.94,
              44.16
            ],
            [
              -102.98,
              44.16
            ],
            [
              -102.98,
              44.18
            ],
            [
              -102.97,
              44.19
            ],
            [
              -102.98,
              44.21
            ],
            [
              -102.98,
              44.24
            ],
            [
              -102.95,
              44.24
            ],
            [
              -102.92,
              44.27
            ],
            [
              -102.91,
              44.27
            ],
            [
              -102.9,
              44.29
            ],
            [
              -102.88,
              44.29
            ],
            [
              -102.87,
              44.3
            ]
          ]
        ]
      },
      "raw_probability": 0.0994,
      "confidence_lo": 0.0012,
      "confidence_hi": 0.0013,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "a721b37d95a3133e4fe5a64f408ae330caae420f028848f9a5742553ecb1e7cc",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0994,
        "probability": 0.001296,
        "confidence_lo": 0.001178,
        "confidence_hi": 0.001296,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e5e59a14f28c5ff3eb1bfd66d59801d8f2c96cc8e3bed22f938d4dc763de7696",
        "signature": {
          "alg": "ed25519",
          "sig": "22919c33e8ef612a8ff682bcc49cb759daabed36154cae71d27e94c8206991d284d892dab5029bbcd2976b363d6e643bf24fc612a8040be70e7c4de673661a01"
        }
      },
      "receipt_sha256": "e5e59a14f28c5ff3eb1bfd66d59801d8f2c96cc8e3bed22f938d4dc763de7696"
    },
    {
      "storm_id": "228747",
      "lat": 35.0337,
      "lon": -116.16,
      "motion_east": 4.4,
      "motion_south": -2.0,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 850.0,
      "ebshear": 14.0,
      "srh01": 40.0,
      "maxllaz": 0.001,
      "mesh": 0.54,
      "flash_rate": 5.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 40.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.2509
        },
        {
          "name": "alignment",
          "value": -4.7159
        },
        {
          "name": "tau",
          "value": 0.4771
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0981
      },
      "coherence_score": 0.4770512282848358,
      "coherence_diagnostics": {
        "tau": 0.4770512282848358,
        "grad_tau": 0.052533168345689774,
        "torsion": 0.0,
        "alignment": -4.71592903137207,
        "S_field": 0.08085240423679352,
        "Gamma_field": 0.16965210437774658,
        "S_over_Gamma": 0.47657766938209534,
        "Da": 10.245255470275879,
        "E_coh": 0.49754706025123596,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -116.14,
              35.08
            ],
            [
              -116.12,
              35.06
            ],
            [
              -116.13,
              35.02
            ],
            [
              -116.16,
              34.99
            ],
            [
              -116.19,
              34.99
            ],
            [
              -116.2,
              35.0
            ],
            [
              -116.2,
              35.05
            ],
            [
              -116.14,
              35.08
            ]
          ]
        ]
      },
      "raw_probability": 0.0981,
      "confidence_lo": 0.0012,
      "confidence_hi": 0.0013,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "20800d9747a33807952c93c572a8e0aebf9fd0252d45a21bdf751a93eca54644",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0981,
        "probability": 0.001296,
        "confidence_lo": 0.001178,
        "confidence_hi": 0.001296,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7f25797776e5e8d56f124af1a4039f1493c1b976e9bce1a9d5082b960f298e61",
        "signature": {
          "alg": "ed25519",
          "sig": "e7af4ec76618334d31a666a5543405890d3bda22952b255470f6328e8ad26bfb11e60826d5dbb9151db89e10735b267a2fcea7db88b502d77dfb01c352827600"
        }
      },
      "receipt_sha256": "7f25797776e5e8d56f124af1a4039f1493c1b976e9bce1a9d5082b960f298e61"
    },
    {
      "storm_id": "227020",
      "lat": 48.234,
      "lon": -80.096,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 729.0,
      "ebshear": 25.0,
      "srh01": 37.0,
      "maxllaz": 0.003,
      "mesh": 1.22,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 37.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.5009
        },
        {
          "name": "alignment",
          "value": 0.7222
        },
        {
          "name": "tau",
          "value": 0.5523
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.098
      },
      "coherence_score": 0.5523251295089722,
      "coherence_diagnostics": {
        "tau": 0.5523251295089722,
        "grad_tau": 0.409993439912796,
        "torsion": 0.0,
        "alignment": 0.7222495079040527,
        "S_field": 0.42108845710754395,
        "Gamma_field": 0.27798545360565186,
        "S_over_Gamma": 1.514785885810852,
        "Da": 16.171022415161133,
        "E_coh": 0.7669675350189209,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 4,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -80.11,
              48.27
            ],
            [
              -80.06,
              48.27
            ],
            [
              -80.05,
              48.26
            ],
            [
              -80.05,
              48.21
            ],
            [
              -80.07,
              48.19
            ],
            [
              -80.11,
              48.19
            ],
            [
              -80.14,
              48.21
            ],
            [
              -80.13,
              48.22
            ],
            [
              -80.13,
              48.25
            ],
            [
              -80.11,
              48.27
            ]
          ]
        ]
      },
      "raw_probability": 0.098,
      "confidence_lo": 0.0012,
      "confidence_hi": 0.0013,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "b0729433b057422f2af75d478d6036d225cafef14dc0ba278f13141a1663dc06",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.098,
        "probability": 0.001296,
        "confidence_lo": 0.001178,
        "confidence_hi": 0.001296,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "19abf9a9769a85c563e7d6d7beaadc795b6902cda4b419974ef7fc0a06a968ad",
        "signature": {
          "alg": "ed25519",
          "sig": "e98077a7e6c455bb3db1998b42855f4a7bfd22b9b8e19cc48caab5ac35e742fc9da9fc9ae9d0771ad2b2d0889c917f59dbf020aded87f47becfbe8426f457009"
        }
      },
      "receipt_sha256": "19abf9a9769a85c563e7d6d7beaadc795b6902cda4b419974ef7fc0a06a968ad"
    },
    {
      "storm_id": "228443",
      "lat": 50.215,
      "lon": -82.9087,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1204.0,
      "ebshear": 23.0,
      "srh01": 37.0,
      "maxllaz": 0.003,
      "mesh": 0.5,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 37.0
        },
        {
          "name": "hrrr_pwat",
          "value": 25.3759
        },
        {
          "name": "alignment",
          "value": 2.1648
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0974
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.4470733404159546,
        "torsion": 0.0,
        "alignment": 2.1647891998291016,
        "S_field": 0.2701100707054138,
        "Gamma_field": 0.36131876707077026,
        "S_over_Gamma": 0.7475672364234924,
        "Da": 21.12891387939453,
        "E_coh": 0.7304865717887878,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -82.93,
              50.25
            ],
            [
              -82.87,
              50.25
            ],
            [
              -82.86,
              50.21
            ],
            [
              -82.82,
              50.17
            ],
            [
              -82.94,
              50.17
            ],
            [
              -82.96,
              50.19
            ],
            [
              -82.96,
              50.23
            ],
            [
              -82.93,
              50.25
            ]
          ]
        ]
      },
      "raw_probability": 0.0974,
      "confidence_lo": 0.0012,
      "confidence_hi": 0.0013,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "5f3cecb772c6ee3f8d91daa7ddface8fd1938fabcb5db4fa059d5c27e125da90",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0974,
        "probability": 0.001296,
        "confidence_lo": 0.001178,
        "confidence_hi": 0.001296,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5f7d1abe4b15d78a8499aace84c8e0239bed27ba4ed551ad1df7c6006e2a311e",
        "signature": {
          "alg": "ed25519",
          "sig": "5fd70b361292251674cfae8ae4eb1f5f6a28d4111759d06731bced2e252c0d70477924d695edcbfc6d32fbbc11c3a56d2feb055ed54c31d5d9ae0c5b9fca7c04"
        }
      },
      "receipt_sha256": "5f7d1abe4b15d78a8499aace84c8e0239bed27ba4ed551ad1df7c6006e2a311e"
    },
    {
      "storm_id": "228970",
      "lat": 43.3729,
      "lon": -83.2486,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1740.0,
      "ebshear": 38.0,
      "srh01": 36.0,
      "maxllaz": 0.002,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 36.0
        },
        {
          "name": "hrrr_pwat",
          "value": 30.7509
        },
        {
          "name": "alignment",
          "value": -0.0212
        },
        {
          "name": "tau",
          "value": 1.5483
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0953
      },
      "coherence_score": 1.5482654571533203,
      "coherence_diagnostics": {
        "tau": 1.5482654571533203,
        "grad_tau": 0.2801847755908966,
        "torsion": 0.0,
        "alignment": -0.021165043115615845,
        "S_field": 0.5510463118553162,
        "Gamma_field": 0.3413187861442566,
        "S_over_Gamma": 1.6144622564315796,
        "Da": 20.26262664794922,
        "E_coh": 0.776498019695282,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.26,
              43.4
            ],
            [
              -83.22,
              43.39
            ],
            [
              -83.23,
              43.37
            ],
            [
              -83.23,
              43.33
            ],
            [
              -83.27,
              43.33
            ],
            [
              -83.27,
              43.39
            ],
            [
              -83.26,
              43.4
            ]
          ]
        ]
      },
      "raw_probability": 0.0953,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0013,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "555b6dedfb5aab099094315864b229e1d627494475ecbe519daa3bcfbcba77ee",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0953,
        "probability": 0.001296,
        "confidence_lo": 0.001068,
        "confidence_hi": 0.001296,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "65edb87cfd7b70193ce52e9f0d5d2c02d674eebf16a8a703f6e4baf3f11b5a06",
        "signature": {
          "alg": "ed25519",
          "sig": "89b9b2d193e27d53dbf022ec4ce02458fc67cc7e56953fba4ceaefbe477ddb5cc69dd59ce7f94b84d880975a40cbc6ed1c089040cf12a7cec2debaab1dbae409"
        }
      },
      "receipt_sha256": "65edb87cfd7b70193ce52e9f0d5d2c02d674eebf16a8a703f6e4baf3f11b5a06"
    },
    {
      "storm_id": "228099",
      "lat": 36.523,
      "lon": -114.4335,
      "motion_east": 4.7,
      "motion_south": -4.0,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1241.0,
      "ebshear": 26.0,
      "srh01": 61.0,
      "maxllaz": 0.005,
      "mesh": 0.64,
      "flash_rate": 7.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 61.0
        },
        {
          "name": "hrrr_pwat",
          "value": 27.5009
        },
        {
          "name": "alignment",
          "value": -0.3952
        },
        {
          "name": "tau",
          "value": 0.3045
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0949
      },
      "coherence_score": 0.3045012354850769,
      "coherence_diagnostics": {
        "tau": 0.3045012354850769,
        "grad_tau": 0.05562172085046768,
        "torsion": 0.0,
        "alignment": -0.39519599080085754,
        "S_field": 0.06505722552537918,
        "Gamma_field": 0.8788188099861145,
        "S_over_Gamma": 0.07402803003787994,
        "Da": 58.0234489440918,
        "E_coh": 0.7804679870605469,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -114.42,
              36.63
            ],
            [
              -114.38,
              36.63
            ],
            [
              -114.36,
              36.62
            ],
            [
              -114.34,
              36.6
            ],
            [
              -114.34,
              36.57
            ],
            [
              -114.35,
              36.55
            ],
            [
              -114.39,
              36.51
            ],
            [
              -114.39,
              36.49
            ],
            [
              -114.41,
              36.47
            ],
            [
              -114.41,
              36.45
            ],
            [
              -114.45,
              36.45
            ],
            [
              -114.48,
              36.43
            ],
            [
              -114.52,
              36.43
            ],
            [
              -114.53,
              36.44
            ],
            [
              -114.53,
              36.48
            ],
            [
              -114.52,
              36.49
            ],
            [
              -114.5,
              36.49
            ],
            [
              -114.47,
              36.52
            ],
            [
              -114.46,
              36.58
            ],
            [
              -114.42,
              36.63
            ]
          ]
        ]
      },
      "raw_probability": 0.0949,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0013,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "d3037b6fcd09d5cd0950e1d19488f7da240ae6a66abefa940f9a68444037bdef",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0949,
        "probability": 0.001296,
        "confidence_lo": 0.001068,
        "confidence_hi": 0.001296,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3cbfc1cbff16d7cea0b445181990a976f926483ef7f4fbdd945baafe3d70b304",
        "signature": {
          "alg": "ed25519",
          "sig": "dbeb08b1341b3e9c1a7098fca9b3b188e997e7271f4db45d1e3fae6363a7fbccb7df6c7cab7080cd7894d720e64c7970e40df913ce9832c5d254b492bc0a580a"
        }
      },
      "receipt_sha256": "3cbfc1cbff16d7cea0b445181990a976f926483ef7f4fbdd945baafe3d70b304"
    },
    {
      "storm_id": "228191",
      "lat": 47.7212,
      "lon": -123.9125,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1192.0,
      "ebshear": 12.0,
      "srh01": 49.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 49.0
        },
        {
          "name": "hrrr_pwat",
          "value": 25.1259
        },
        {
          "name": "alignment",
          "value": -1.8385
        },
        {
          "name": "tau",
          "value": 0.1129
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0949
      },
      "coherence_score": 0.11286018788814545,
      "coherence_diagnostics": {
        "tau": 0.11286018788814545,
        "grad_tau": 0.09279081225395203,
        "torsion": 0.0,
        "alignment": -1.8385039567947388,
        "S_field": 0.1030016541481018,
        "Gamma_field": 0.16215209662914276,
        "S_over_Gamma": 0.6352162957191467,
        "Da": 8.951422691345215,
        "E_coh": 0.023118557408452034,
        "singularity_count": 0.0,
        "singularity_conditions_met": 0,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -123.93,
              47.75
            ],
            [
              -123.91,
              47.74
            ],
            [
              -123.87,
              47.74
            ],
            [
              -123.87,
              47.69
            ],
            [
              -123.89,
              47.68
            ],
            [
              -123.95,
              47.68
            ],
            [
              -123.95,
              47.74
            ],
            [
              -123.93,
              47.75
            ]
          ]
        ]
      },
      "raw_probability": 0.0949,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0013,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "d3037b6fcd09d5cd0950e1d19488f7da240ae6a66abefa940f9a68444037bdef",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0949,
        "probability": 0.001296,
        "confidence_lo": 0.001068,
        "confidence_hi": 0.001296,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3cbfc1cbff16d7cea0b445181990a976f926483ef7f4fbdd945baafe3d70b304",
        "signature": {
          "alg": "ed25519",
          "sig": "dbeb08b1341b3e9c1a7098fca9b3b188e997e7271f4db45d1e3fae6363a7fbccb7df6c7cab7080cd7894d720e64c7970e40df913ce9832c5d254b492bc0a580a"
        }
      },
      "receipt_sha256": "3cbfc1cbff16d7cea0b445181990a976f926483ef7f4fbdd945baafe3d70b304"
    },
    {
      "storm_id": "228961",
      "lat": 46.5255,
      "lon": -75.7673,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 741.0,
      "ebshear": 34.0,
      "srh01": 34.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 34.0
        },
        {
          "name": "hrrr_pwat",
          "value": 22.7509
        },
        {
          "name": "alignment",
          "value": -0.1189
        },
        {
          "name": "tau",
          "value": 1.1394
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0942
      },
      "coherence_score": 1.1393835544586182,
      "coherence_diagnostics": {
        "tau": 1.1393835544586182,
        "grad_tau": 0.1437494158744812,
        "torsion": 0.0,
        "alignment": -0.11891333758831024,
        "S_field": 0.23905032873153687,
        "Gamma_field": 0.3396521210670471,
        "S_over_Gamma": 0.7038093209266663,
        "Da": 19.71489143371582,
        "E_coh": 0.3732573091983795,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -75.76,
              46.56
            ],
            [
              -75.75,
              46.55
            ],
            [
              -75.73,
              46.55
            ],
            [
              -75.72,
              46.5
            ],
            [
              -75.75,
              46.48
            ],
            [
              -75.81,
              46.48
            ],
            [
              -75.81,
              46.49
            ],
            [
              -75.79,
              46.51
            ],
            [
              -75.79,
              46.55
            ],
            [
              -75.77,
              46.55
            ],
            [
              -75.76,
              46.56
            ]
          ]
        ]
      },
      "raw_probability": 0.0942,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0012,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "e86abeeede033f40918613557699211a7f9e2219f27ec6c69cd6f8bdce8c71bc",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0942,
        "probability": 0.001157,
        "confidence_lo": 0.001068,
        "confidence_hi": 0.001157,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8a9d843c4fd8edecc861f94c5546d3f01be16983964e8d39d245ca9031f0d020",
        "signature": {
          "alg": "ed25519",
          "sig": "fd67cf0933436d9b3a866caf23dd2221b7d9b9aa8e22ed82c48ec635384f00e4977b17728ed6e28153c0e50db831ab7012871e486f15260d4dfcce1edce39b08"
        }
      },
      "receipt_sha256": "8a9d843c4fd8edecc861f94c5546d3f01be16983964e8d39d245ca9031f0d020"
    },
    {
      "storm_id": "228962",
      "lat": 46.429,
      "lon": -75.416,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 848.0,
      "ebshear": 32.0,
      "srh01": 45.0,
      "maxllaz": 0.003,
      "mesh": 0.11,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 45.0
        },
        {
          "name": "hrrr_pwat",
          "value": 22.7509
        },
        {
          "name": "alignment",
          "value": -0.1189
        },
        {
          "name": "tau",
          "value": 1.1394
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0942
      },
      "coherence_score": 1.1393835544586182,
      "coherence_diagnostics": {
        "tau": 1.1393835544586182,
        "grad_tau": 0.1437494158744812,
        "torsion": 0.0,
        "alignment": -0.11891333758831024,
        "S_field": 0.23905032873153687,
        "Gamma_field": 0.3396521210670471,
        "S_over_Gamma": 0.7038093209266663,
        "Da": 19.71489143371582,
        "E_coh": 0.3732573091983795,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -75.43,
              46.46
            ],
            [
              -75.4,
              46.46
            ],
            [
              -75.38,
              46.45
            ],
            [
              -75.38,
              46.42
            ],
            [
              -75.4,
              46.41
            ],
            [
              -75.4,
              46.39
            ],
            [
              -75.44,
              46.39
            ],
            [
              -75.45,
              46.4
            ],
            [
              -75.45,
              46.45
            ],
            [
              -75.43,
              46.46
            ]
          ]
        ]
      },
      "raw_probability": 0.0942,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0012,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "e86abeeede033f40918613557699211a7f9e2219f27ec6c69cd6f8bdce8c71bc",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0942,
        "probability": 0.001157,
        "confidence_lo": 0.001068,
        "confidence_hi": 0.001157,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8a9d843c4fd8edecc861f94c5546d3f01be16983964e8d39d245ca9031f0d020",
        "signature": {
          "alg": "ed25519",
          "sig": "fd67cf0933436d9b3a866caf23dd2221b7d9b9aa8e22ed82c48ec635384f00e4977b17728ed6e28153c0e50db831ab7012871e486f15260d4dfcce1edce39b08"
        }
      },
      "receipt_sha256": "8a9d843c4fd8edecc861f94c5546d3f01be16983964e8d39d245ca9031f0d020"
    },
    {
      "storm_id": "228447",
      "lat": 49.0315,
      "lon": -90.1715,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1174.0,
      "ebshear": 42.0,
      "srh01": 56.0,
      "maxllaz": 0.003,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 56.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.6259
        },
        {
          "name": "alignment",
          "value": 2.1023
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.094
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.4934895634651184,
        "torsion": 0.0,
        "alignment": 2.1022891998291016,
        "S_field": 0.3414868712425232,
        "Gamma_field": 0.24715210497379303,
        "S_over_Gamma": 1.381687045097351,
        "Da": 14.451284408569336,
        "E_coh": 0.7409670948982239,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -90.23,
              49.08
            ],
            [
              -90.18,
              49.08
            ],
            [
              -90.13,
              49.04
            ],
            [
              -90.12,
              49.05
            ],
            [
              -90.08,
              49.05
            ],
            [
              -90.08,
              48.98
            ],
            [
              -90.12,
              48.98
            ],
            [
              -90.16,
              49.0
            ],
            [
              -90.2,
              49.0
            ],
            [
              -90.22,
              48.99
            ],
            [
              -90.24,
              49.01
            ],
            [
              -90.24,
              49.07
            ],
            [
              -90.23,
              49.08
            ]
          ]
        ]
      },
      "raw_probability": 0.094,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0012,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "a0595fff5451d90bb43b42ee91835cf3718129d1791e8cd8e56b71e3712f4bfa",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.094,
        "probability": 0.001157,
        "confidence_lo": 0.001068,
        "confidence_hi": 0.001157,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b6ee2cccf4ed3566895cfc281175594a94b21708bb65cb51a7a0abe3d19cad59",
        "signature": {
          "alg": "ed25519",
          "sig": "34cdc3be91ca8149e154434878735ba140a0de6e2a880c888160b2d6bf07a3bd0fa203d6d94aa5b2b603562f3f9ab79a1faa05e89c0ccf6ef463046f4b49660b"
        }
      },
      "receipt_sha256": "b6ee2cccf4ed3566895cfc281175594a94b21708bb65cb51a7a0abe3d19cad59"
    },
    {
      "storm_id": "227354",
      "lat": 34.8408,
      "lon": -116.1615,
      "motion_east": 4.3,
      "motion_south": -2.0,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1152.0,
      "ebshear": 14.0,
      "srh01": 37.0,
      "maxllaz": 0.002,
      "mesh": 0.4,
      "flash_rate": 5.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 37.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.2509
        },
        {
          "name": "alignment",
          "value": -4.7159
        },
        {
          "name": "tau",
          "value": 0.4771
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0935
      },
      "coherence_score": 0.4770512282848358,
      "coherence_diagnostics": {
        "tau": 0.4770512282848358,
        "grad_tau": 0.052533168345689774,
        "torsion": 0.0,
        "alignment": -4.71592903137207,
        "S_field": 0.08085240423679352,
        "Gamma_field": 0.16965210437774658,
        "S_over_Gamma": 0.47657766938209534,
        "Da": 10.245255470275879,
        "E_coh": 0.49754706025123596,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -116.21,
              34.91
            ],
            [
              -116.15,
              34.91
            ],
            [
              -116.1,
              34.86
            ],
            [
              -116.08,
              34.86
            ],
            [
              -116.07,
              34.85
            ],
            [
              -116.07,
              34.81
            ],
            [
              -116.09,
              34.79
            ],
            [
              -116.15,
              34.8
            ],
            [
              -116.18,
              34.78
            ],
            [
              -116.25,
              34.78
            ],
            [
              -116.27,
              34.81
            ],
            [
              -116.27,
              34.86
            ],
            [
              -116.21,
              34.91
            ]
          ]
        ]
      },
      "raw_probability": 0.0935,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0012,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "d895f286b714f5d670de02264ae3b8c0fff9c6286462f21661a37548f21e5d53",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0935,
        "probability": 0.001157,
        "confidence_lo": 0.001068,
        "confidence_hi": 0.001157,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a0fc5a30b344a4c5be7f4396aec5a61cbb126b7d6747de5bfcb40d47b4c00b31",
        "signature": {
          "alg": "ed25519",
          "sig": "6269260744b4a2397a6172f0d7985b7ba3a974c837e9b7854a0126967e84df34c8a906ede8fe09dcd6ccd13cfa2589e459824df6582b8bfabdc23cfd5edc0f05"
        }
      },
      "receipt_sha256": "a0fc5a30b344a4c5be7f4396aec5a61cbb126b7d6747de5bfcb40d47b4c00b31"
    },
    {
      "storm_id": "226958",
      "lat": 31.7257,
      "lon": -115.4671,
      "motion_east": 2.3,
      "motion_south": 0.0,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1925.0,
      "ebshear": 22.0,
      "srh01": 68.0,
      "maxllaz": 0.004,
      "mesh": 0.09,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 68.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.3759
        },
        {
          "name": "alignment",
          "value": -0.5395
        },
        {
          "name": "tau",
          "value": 0.5544
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.093
      },
      "coherence_score": 0.5544108748435974,
      "coherence_diagnostics": {
        "tau": 0.5544108748435974,
        "grad_tau": 0.03857884928584099,
        "torsion": 0.0,
        "alignment": -0.5394917130470276,
        "S_field": 0.09555808454751968,
        "Gamma_field": 0.1604854315519333,
        "S_over_Gamma": 0.5954315066337585,
        "Da": 9.5892915725708,
        "E_coh": 0.47457289695739746,
        "singularity_count": 0.0,
        "singularity_conditions_met": 0,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 4,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -115.57,
              31.81
            ],
            [
              -115.52,
              31.81
            ],
            [
              -115.46,
              31.78
            ],
            [
              -115.43,
              31.74
            ],
            [
              -115.43,
              31.72
            ],
            [
              -115.41,
              31.7
            ],
            [
              -115.4,
              31.7
            ],
            [
              -115.38,
              31.72
            ],
            [
              -115.38,
              31.74
            ],
            [
              -115.36,
              31.74
            ],
            [
              -115.36,
              31.73
            ],
            [
              -115.32,
              31.68
            ],
            [
              -115.35,
              31.66
            ],
            [
              -115.39,
              31.66
            ],
            [
              -115.4,
              31.67
            ],
            [
              -115.42,
              31.67
            ],
            [
              -115.42,
              31.68
            ],
            [
              -115.44,
              31.7
            ],
            [
              -115.49,
              31.7
            ],
            [
              -115.52,
              31.72
            ],
            [
              -115.55,
              31.72
            ],
            [
              -115.56,
              31.73
            ],
            [
              -115.58,
              31.73
            ],
            [
              -115.59,
              31.72
            ],
            [
              -115.6,
              31.73
            ],
            [
              -115.59,
              31.75
            ],
            [
              -115.59,
              31.8
            ],
            [
              -115.57,
              31.81
            ]
          ]
        ]
      },
      "raw_probability": 0.093,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0012,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "22deee8933456b52b2b8490fc2925c223ddeebb6c8b3875c7acc887e9e9de5d4",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.093,
        "probability": 0.001157,
        "confidence_lo": 0.001068,
        "confidence_hi": 0.001157,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a5fe1eb4cb9bc325dec767ed2c3e5939c1a0c81d46f9229e8256f3ce7fe230fa",
        "signature": {
          "alg": "ed25519",
          "sig": "4e10e2d8eefe69cf1d04114e7af147cc8da39e06f0a12d31bcf8607a4add95afb352c01baff4530d5aa0af056c9b36c07dc6d999b2d917f9a136b012eff9f209"
        }
      },
      "receipt_sha256": "a5fe1eb4cb9bc325dec767ed2c3e5939c1a0c81d46f9229e8256f3ce7fe230fa"
    },
    {
      "storm_id": "228661",
      "lat": 34.2112,
      "lon": -112.7862,
      "motion_east": 1.3,
      "motion_south": 3.4,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1643.0,
      "ebshear": 18.0,
      "srh01": 42.0,
      "maxllaz": 0.002,
      "mesh": 0.29,
      "flash_rate": 6.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 42.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.6259
        },
        {
          "name": "alignment",
          "value": -1.8891
        },
        {
          "name": "tau",
          "value": 1.1728
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.093
      },
      "coherence_score": 1.1727521419525146,
      "coherence_diagnostics": {
        "tau": 1.1727521419525146,
        "grad_tau": 0.38451990485191345,
        "torsion": 0.0,
        "alignment": -1.8891371488571167,
        "S_field": 1.2524681091308594,
        "Gamma_field": 0.5504854321479797,
        "S_over_Gamma": 2.2752065658569336,
        "Da": 34.25486755371094,
        "E_coh": 1.0117460489273071,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -112.71,
              34.35
            ],
            [
              -112.68,
              34.35
            ],
            [
              -112.67,
              34.34
            ],
            [
              -112.67,
              34.32
            ],
            [
              -112.65,
              34.3
            ],
            [
              -112.65,
              34.28
            ],
            [
              -112.69,
              34.23
            ],
            [
              -112.72,
              34.23
            ],
            [
              -112.74,
              34.21
            ],
            [
              -112.74,
              34.19
            ],
            [
              -112.72,
              34.17
            ],
            [
              -112.72,
              34.12
            ],
            [
              -112.73,
              34.11
            ],
            [
              -112.78,
              34.11
            ],
            [
              -112.79,
              34.1
            ],
            [
              -112.82,
              34.1
            ],
            [
              -112.86,
              34.06
            ],
            [
              -112.9,
              34.06
            ],
            [
              -112.93,
              34.1
            ],
            [
              -112.93,
              34.13
            ],
            [
              -112.92,
              34.13
            ],
            [
              -112.91,
              34.15
            ],
            [
              -112.89,
              34.16
            ],
            [
              -112.89,
              34.18
            ],
            [
              -112.88,
              34.19
            ],
            [
              -112.88,
              34.24
            ],
            [
              -112.85,
              34.28
            ],
            [
              -112.81,
              34.3
            ],
            [
              -112.79,
              34.3
            ],
            [
              -112.78,
              34.31
            ],
            [
              -112.75,
              34.31
            ],
            [
              -112.71,
              34.35
            ]
          ]
        ]
      },
      "raw_probability": 0.093,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0012,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "22deee8933456b52b2b8490fc2925c223ddeebb6c8b3875c7acc887e9e9de5d4",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.093,
        "probability": 0.001157,
        "confidence_lo": 0.001068,
        "confidence_hi": 0.001157,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a5fe1eb4cb9bc325dec767ed2c3e5939c1a0c81d46f9229e8256f3ce7fe230fa",
        "signature": {
          "alg": "ed25519",
          "sig": "4e10e2d8eefe69cf1d04114e7af147cc8da39e06f0a12d31bcf8607a4add95afb352c01baff4530d5aa0af056c9b36c07dc6d999b2d917f9a136b012eff9f209"
        }
      },
      "receipt_sha256": "a5fe1eb4cb9bc325dec767ed2c3e5939c1a0c81d46f9229e8256f3ce7fe230fa"
    },
    {
      "storm_id": "228901",
      "lat": 35.1379,
      "lon": -88.6143,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4805.0,
      "ebshear": 16.0,
      "srh01": 41.0,
      "maxllaz": 0.001,
      "mesh": 0.13,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 41.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.3759
        },
        {
          "name": "alignment",
          "value": 2.4365
        },
        {
          "name": "tau",
          "value": 2.8762
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0929
      },
      "coherence_score": 2.876180410385132,
      "coherence_diagnostics": {
        "tau": 2.876180410385132,
        "grad_tau": 0.37070971727371216,
        "torsion": 0.0,
        "alignment": 2.436472177505493,
        "S_field": 0.6732863783836365,
        "Gamma_field": 0.4804854393005371,
        "S_over_Gamma": 1.4012627601623535,
        "Da": 31.787195205688477,
        "E_coh": 0.9696483612060547,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -88.63,
              35.18
            ],
            [
              -88.57,
              35.18
            ],
            [
              -88.56,
              35.17
            ],
            [
              -88.57,
              35.14
            ],
            [
              -88.59,
              35.12
            ],
            [
              -88.59,
              35.1
            ],
            [
              -88.62,
              35.1
            ],
            [
              -88.63,
              35.09
            ],
            [
              -88.65,
              35.1
            ],
            [
              -88.63,
              35.12
            ],
            [
              -88.63,
              35.13
            ],
            [
              -88.65,
              35.15
            ],
            [
              -88.65,
              35.17
            ],
            [
              -88.63,
              35.18
            ]
          ]
        ]
      },
      "raw_probability": 0.0929,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0012,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "82b5d065167f1f6f9abbc617d2a3010afea0403db46a1e33c04f44972e13d34e",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0929,
        "probability": 0.001157,
        "confidence_lo": 0.001068,
        "confidence_hi": 0.001157,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f79ddb43d686ba8db68826c09864846da48d50abbabccbd8b752bdfeb94e07df",
        "signature": {
          "alg": "ed25519",
          "sig": "8504b0c1efebd7bc8d2c2455623aacee9d706a4eb7a6f2ad5dfccdc7ef258133fb1e0a61973f8326d24e042f3acc9c7c7f8c2720dc73cd85b541d20caf0f510c"
        }
      },
      "receipt_sha256": "f79ddb43d686ba8db68826c09864846da48d50abbabccbd8b752bdfeb94e07df"
    },
    {
      "storm_id": "227923",
      "lat": 46.2453,
      "lon": -74.6473,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 910.0,
      "ebshear": 32.0,
      "srh01": 40.0,
      "maxllaz": 0.003,
      "mesh": 0.31,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 40.0
        },
        {
          "name": "hrrr_pwat",
          "value": 22.8759
        },
        {
          "name": "alignment",
          "value": 0.4334
        },
        {
          "name": "tau",
          "value": 1.1653
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0926
      },
      "coherence_score": 1.1652939319610596,
      "coherence_diagnostics": {
        "tau": 1.1652939319610596,
        "grad_tau": 0.1709660440683365,
        "torsion": 0.0,
        "alignment": 0.43342453241348267,
        "S_field": 0.29878929257392883,
        "Gamma_field": 0.27048546075820923,
        "S_over_Gamma": 1.1046408414840698,
        "Da": 15.834869384765625,
        "E_coh": 0.6198007464408875,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -74.65,
              46.29
            ],
            [
              -74.64,
              46.28
            ],
            [
              -74.61,
              46.28
            ],
            [
              -74.59,
              46.26
            ],
            [
              -74.57,
              46.26
            ],
            [
              -74.57,
              46.22
            ],
            [
              -74.61,
              46.2
            ],
            [
              -74.66,
              46.2
            ],
            [
              -74.67,
              46.19
            ],
            [
              -74.69,
              46.19
            ],
            [
              -74.72,
              46.22
            ],
            [
              -74.72,
              46.25
            ],
            [
              -74.7,
              46.27
            ],
            [
              -74.66,
              46.28
            ],
            [
              -74.65,
              46.29
            ]
          ]
        ]
      },
      "raw_probability": 0.0926,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0012,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "c9560a878e2c220caac4e9b6a8cce31326ce1d36753596dd67e63f43b0868b97",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0926,
        "probability": 0.001157,
        "confidence_lo": 0.001068,
        "confidence_hi": 0.001157,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "bdfe1736016e293c7f88158ea70d31e1bcc4dfd369c13da2f80fd1520b571907",
        "signature": {
          "alg": "ed25519",
          "sig": "7f575eab07b36e78ccc149e52aa4927cb99b06b6ea239ce687e570016c8b7fd103455b6afb56e8b87e5725c1c8432ce571044b2e9257b0e82e0c5ddb4581180c"
        }
      },
      "receipt_sha256": "bdfe1736016e293c7f88158ea70d31e1bcc4dfd369c13da2f80fd1520b571907"
    },
    {
      "storm_id": "228804",
      "lat": 38.49,
      "lon": -108.668,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 875.0,
      "ebshear": 27.0,
      "srh01": 24.0,
      "maxllaz": 0.004,
      "mesh": 0.08,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 24.0
        },
        {
          "name": "hrrr_pwat",
          "value": 26.2509
        },
        {
          "name": "alignment",
          "value": -1.3761
        },
        {
          "name": "tau",
          "value": 0.5531
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0915
      },
      "coherence_score": 0.5531450510025024,
      "coherence_diagnostics": {
        "tau": 0.5531450510025024,
        "grad_tau": 0.05502970144152641,
        "torsion": 0.0,
        "alignment": -1.3761354684829712,
        "S_field": 0.21593289077281952,
        "Gamma_field": 0.5638187527656555,
        "S_over_Gamma": 0.3829828202724457,
        "Da": 33.387672424316406,
        "E_coh": 0.2956012189388275,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -108.66,
              38.55
            ],
            [
              -108.61,
              38.52
            ],
            [
              -108.61,
              38.47
            ],
            [
              -108.67,
              38.44
            ],
            [
              -108.69,
              38.44
            ],
            [
              -108.7,
              38.45
            ],
            [
              -108.7,
              38.47
            ],
            [
              -108.69,
              38.48
            ],
            [
              -108.69,
              38.53
            ],
            [
              -108.66,
              38.55
            ]
          ]
        ]
      },
      "raw_probability": 0.0915,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0012,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "8fc61c41adf51ecc2bc1564b0e0247c8fd56051b411b2fc30da05db698a5293c",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0915,
        "probability": 0.001157,
        "confidence_lo": 0.001068,
        "confidence_hi": 0.001157,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "195d33c39d397f1c7d62b1f33e9389d4e5e511dad3afcc6f44feb510a726dc55",
        "signature": {
          "alg": "ed25519",
          "sig": "69195a9f3902b43e2be3892d8c1d3b4726a689494030a7ce826e092ab0a3d0510bc321ea3b733dcb6762de5808f826ebaeb21ee36e97d1b5bf0000c65a000204"
        }
      },
      "receipt_sha256": "195d33c39d397f1c7d62b1f33e9389d4e5e511dad3afcc6f44feb510a726dc55"
    },
    {
      "storm_id": "228717",
      "lat": 46.4356,
      "lon": -75.9444,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1050.0,
      "ebshear": 36.0,
      "srh01": 40.0,
      "maxllaz": 0.002,
      "mesh": 0.75,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 40.0
        },
        {
          "name": "hrrr_pwat",
          "value": 22.7509
        },
        {
          "name": "alignment",
          "value": -0.1189
        },
        {
          "name": "tau",
          "value": 1.1394
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0914
      },
      "coherence_score": 1.1393835544586182,
      "coherence_diagnostics": {
        "tau": 1.1393835544586182,
        "grad_tau": 0.1437494158744812,
        "torsion": 0.0,
        "alignment": -0.11891333758831024,
        "S_field": 0.23905032873153687,
        "Gamma_field": 0.3396521210670471,
        "S_over_Gamma": 0.7038093209266663,
        "Da": 19.71489143371582,
        "E_coh": 0.3732573091983795,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -75.96,
              46.47
            ],
            [
              -75.93,
              46.47
            ],
            [
              -75.89,
              46.45
            ],
            [
              -75.89,
              46.41
            ],
            [
              -75.93,
              46.38
            ],
            [
              -75.97,
              46.39
            ],
            [
              -75.99,
              46.42
            ],
            [
              -75.98,
              46.46
            ],
            [
              -75.96,
              46.47
            ]
          ]
        ]
      },
      "raw_probability": 0.0914,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0012,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "23b8fd7d0a213d71781116fd5f57b3c6c1ffd99b327ce881c225ce4b4b4a65b2",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0914,
        "probability": 0.001157,
        "confidence_lo": 0.001068,
        "confidence_hi": 0.001157,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9d5ffbeefc1f2f5864bcc0d074c2a65deb75b117cb002643a226260bbef3ba87",
        "signature": {
          "alg": "ed25519",
          "sig": "38785aed870192d0fb99273669d059a7a2700f88979ed8341ee534dfea9162b6619a7a66d0b9fd7022540b553556de3aee7905252a04eb3930602bbcfbce630a"
        }
      },
      "receipt_sha256": "9d5ffbeefc1f2f5864bcc0d074c2a65deb75b117cb002643a226260bbef3ba87"
    },
    {
      "storm_id": "228733",
      "lat": 39.1108,
      "lon": -119.3023,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 384.0,
      "ebshear": 23.0,
      "srh01": 53.0,
      "maxllaz": 0.005,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 53.0
        },
        {
          "name": "hrrr_pwat",
          "value": 18.2509
        },
        {
          "name": "alignment",
          "value": 4.3332
        },
        {
          "name": "tau",
          "value": 0.4517
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0913
      },
      "coherence_score": 0.45171526074409485,
      "coherence_diagnostics": {
        "tau": 0.45171526074409485,
        "grad_tau": 0.06616128236055374,
        "torsion": 0.0,
        "alignment": 4.333175182342529,
        "S_field": 0.14263583719730377,
        "Gamma_field": 0.1513187736272812,
        "S_over_Gamma": 0.9426182508468628,
        "Da": 9.367181777954102,
        "E_coh": 0.7503215074539185,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -119.3,
              39.16
            ],
            [
              -119.25,
              39.16
            ],
            [
              -119.22,
              39.12
            ],
            [
              -119.22,
              39.09
            ],
            [
              -119.27,
              39.05
            ],
            [
              -119.3,
              39.05
            ],
            [
              -119.33,
              39.07
            ],
            [
              -119.35,
              39.07
            ],
            [
              -119.37,
              39.09
            ],
            [
              -119.37,
              39.12
            ],
            [
              -119.34,
              39.15
            ],
            [
              -119.31,
              39.15
            ],
            [
              -119.3,
              39.16
            ]
          ]
        ]
      },
      "raw_probability": 0.0913,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0012,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "836f582c057a9a7a4d97b04e881b7e44e4c0d504f9c9f65abfc16aa1cac67e58",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0913,
        "probability": 0.001157,
        "confidence_lo": 0.001068,
        "confidence_hi": 0.001157,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a6920608a72be977af0336ab9f5dfdce80010358bd7101a5134d86f830efd488",
        "signature": {
          "alg": "ed25519",
          "sig": "cf32d4e932de944c4b25c452d479aac19e17d460c5afc8fed24d5904e5b582e129f7854734dcbd2272319cec404576f587bda8dac1c220e5e3d5e4471e50c308"
        }
      },
      "receipt_sha256": "a6920608a72be977af0336ab9f5dfdce80010358bd7101a5134d86f830efd488"
    },
    {
      "storm_id": "228504",
      "lat": 48.5539,
      "lon": -76.8233,
      "motion_east": 7.0,
      "motion_south": 2.4,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 803.0,
      "ebshear": 24.0,
      "srh01": 33.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 33.0
        },
        {
          "name": "hrrr_pwat",
          "value": 23.0009
        },
        {
          "name": "alignment",
          "value": -0.5717
        },
        {
          "name": "tau",
          "value": 0.5293
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0898
      },
      "coherence_score": 0.5293402671813965,
      "coherence_diagnostics": {
        "tau": 0.5293402671813965,
        "grad_tau": 0.4293191134929657,
        "torsion": 0.0,
        "alignment": -0.5716750621795654,
        "S_field": 0.35624390840530396,
        "Gamma_field": 0.22965209186077118,
        "S_over_Gamma": 1.5512330532073975,
        "Da": 13.671123504638672,
        "E_coh": 0.7347794771194458,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -76.85,
              48.66
            ],
            [
              -76.8,
              48.66
            ],
            [
              -76.74,
              48.63
            ],
            [
              -76.72,
              48.59
            ],
            [
              -76.72,
              48.56
            ],
            [
              -76.76,
              48.54
            ],
            [
              -76.77,
              48.53
            ],
            [
              -76.77,
              48.51
            ],
            [
              -76.83,
              48.45
            ],
            [
              -76.85,
              48.44
            ],
            [
              -76.88,
              48.44
            ],
            [
              -76.89,
              48.46
            ],
            [
              -76.89,
              48.5
            ],
            [
              -76.87,
              48.53
            ],
            [
              -76.87,
              48.59
            ],
            [
              -76.88,
              48.6
            ],
            [
              -76.88,
              48.62
            ],
            [
              -76.85,
              48.66
            ]
          ]
        ]
      },
      "raw_probability": 0.0898,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0012,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "ed53c6bd969645faef2b574c7ada422358db95563e2e02ee620eda2844c10916",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0898,
        "probability": 0.001157,
        "confidence_lo": 0.001068,
        "confidence_hi": 0.001157,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "501ed5bffe93cc7f2d61eedaa2b81470df99080b62d34d4b2f9912aeaff842ee",
        "signature": {
          "alg": "ed25519",
          "sig": "8d0d54d4a03f85c08cd59d1ac2c976f54ae3af9af16c16006306ff3ddc4496bb4956e5cfdce108920e19628f2388c40efafe5454b934abeac931fe2492de0209"
        }
      },
      "receipt_sha256": "501ed5bffe93cc7f2d61eedaa2b81470df99080b62d34d4b2f9912aeaff842ee"
    },
    {
      "storm_id": "228905",
      "lat": 32.5558,
      "lon": -85.57,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3925.0,
      "ebshear": 14.0,
      "srh01": 37.0,
      "maxllaz": 0.005,
      "mesh": 0.11,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 37.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.0009
        },
        {
          "name": "alignment",
          "value": 1.8313
        },
        {
          "name": "tau",
          "value": 3.7383
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0895
      },
      "coherence_score": 3.7383038997650146,
      "coherence_diagnostics": {
        "tau": 3.7383038997650146,
        "grad_tau": 0.12096747010946274,
        "torsion": 0.0,
        "alignment": 1.8312602043151855,
        "S_field": 0.6958999037742615,
        "Gamma_field": 0.3271521031856537,
        "S_over_Gamma": 2.1271448135375977,
        "Da": 20.948877334594727,
        "E_coh": 0.9367108345031738,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -85.6,
              32.6
            ],
            [
              -85.53,
              32.59
            ],
            [
              -85.55,
              32.56
            ],
            [
              -85.53,
              32.54
            ],
            [
              -85.53,
              32.53
            ],
            [
              -85.55,
              32.53
            ],
            [
              -85.56,
              32.52
            ],
            [
              -85.6,
              32.52
            ],
            [
              -85.6,
              32.55
            ],
            [
              -85.59,
              32.56
            ],
            [
              -85.6,
              32.57
            ],
            [
              -85.6,
              32.6
            ]
          ]
        ]
      },
      "raw_probability": 0.0895,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0012,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "4e291bae042506c6e60172d4957e1be303340a6140c4036069d9741a2742320f",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0895,
        "probability": 0.001157,
        "confidence_lo": 0.001068,
        "confidence_hi": 0.001157,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e8e0f1ab1def958e3420286f466f0985304855ff08c8134c90466c6054ac1155",
        "signature": {
          "alg": "ed25519",
          "sig": "75e17bf4638654439dcd336a9bbeefa6ffc3a1e4b718d54d658081668f1cda8e240c24c10597ac0329506b907937e3dd3ecbeb4bacf4ec4f13373725c3a44503"
        }
      },
      "receipt_sha256": "e8e0f1ab1def958e3420286f466f0985304855ff08c8134c90466c6054ac1155"
    },
    {
      "storm_id": "228820",
      "lat": 50.149,
      "lon": -81.956,
      "motion_east": 6.9,
      "motion_south": 2.5,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1048.0,
      "ebshear": 21.0,
      "srh01": 52.0,
      "maxllaz": 0.002,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 52.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.6259
        },
        {
          "name": "alignment",
          "value": 1.1023
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0871
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.6110457181930542,
        "torsion": 0.0,
        "alignment": 1.1022891998291016,
        "S_field": 0.2595491111278534,
        "Gamma_field": 0.3163188099861145,
        "S_over_Gamma": 0.820530116558075,
        "Da": 18.208925247192383,
        "E_coh": 0.7847171425819397,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.95,
              50.25
            ],
            [
              -81.93,
              50.25
            ],
            [
              -81.92,
              50.23
            ],
            [
              -81.92,
              50.2
            ],
            [
              -81.9,
              50.19
            ],
            [
              -81.9,
              50.14
            ],
            [
              -81.92,
              50.11
            ],
            [
              -81.93,
              50.06
            ],
            [
              -81.94,
              50.05
            ],
            [
              -81.97,
              50.05
            ],
            [
              -81.98,
              50.04
            ],
            [
              -82.0,
              50.05
            ],
            [
              -81.99,
              50.06
            ],
            [
              -82.01,
              50.1
            ],
            [
              -82.01,
              50.15
            ],
            [
              -82.0,
              50.17
            ],
            [
              -81.96,
              50.2
            ],
            [
              -81.96,
              50.21
            ],
            [
              -81.98,
              50.22
            ],
            [
              -81.95,
              50.25
            ]
          ]
        ]
      },
      "raw_probability": 0.0871,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0012,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "424ee1b2ae2a21264aeeca3275699dfb195c54cdf89e815ad8b2551de167547f",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0871,
        "probability": 0.001157,
        "confidence_lo": 0.001068,
        "confidence_hi": 0.001157,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b56d512deeabde7f0afa0c464088ab7b01aa23ef99f61ac27319b9b1217fdb19",
        "signature": {
          "alg": "ed25519",
          "sig": "7be35d35dea4489f6a10a82803a0dd35db1483e2bebf1c4f355225d4ca7db5c61a8098ff4c360c052addd53366d686d3cc3912f422692fd9001520c992ed3a0b"
        }
      },
      "receipt_sha256": "b56d512deeabde7f0afa0c464088ab7b01aa23ef99f61ac27319b9b1217fdb19"
    },
    {
      "storm_id": "227909",
      "lat": 48.8294,
      "lon": -90.0271,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 985.0,
      "ebshear": 39.0,
      "srh01": 47.0,
      "maxllaz": 0.002,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 47.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.6259
        },
        {
          "name": "alignment",
          "value": 2.1023
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0869
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.4934895634651184,
        "torsion": 0.0,
        "alignment": 2.1022891998291016,
        "S_field": 0.3414868712425232,
        "Gamma_field": 0.24715210497379303,
        "S_over_Gamma": 1.381687045097351,
        "Da": 14.451284408569336,
        "E_coh": 0.7409670948982239,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -89.99,
              48.91
            ],
            [
              -89.95,
              48.91
            ],
            [
              -89.95,
              48.86
            ],
            [
              -89.97,
              48.84
            ],
            [
              -89.99,
              48.84
            ],
            [
              -90.02,
              48.82
            ],
            [
              -90.02,
              48.78
            ],
            [
              -90.04,
              48.76
            ],
            [
              -90.07,
              48.76
            ],
            [
              -90.08,
              48.75
            ],
            [
              -90.12,
              48.76
            ],
            [
              -90.13,
              48.77
            ],
            [
              -90.13,
              48.82
            ],
            [
              -90.01,
              48.85
            ],
            [
              -90.0,
              48.86
            ],
            [
              -90.0,
              48.9
            ],
            [
              -89.99,
              48.91
            ]
          ]
        ]
      },
      "raw_probability": 0.0869,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0012,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "34a9787c7d72256f79f978e8a7f6d14dadf0cb3ed4bbca33103aef70f128a956",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0869,
        "probability": 0.001157,
        "confidence_lo": 0.001068,
        "confidence_hi": 0.001157,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d59ab2b57c832fefd7e4a6b3e5f38a765b3d79e100e9296b5c1861cc8ae3ea70",
        "signature": {
          "alg": "ed25519",
          "sig": "d34e9d423229f6db14c7020f81fdd6aad4ad68353a4595d9e77ec11c1feaf6fe5cddf78f684b870c18821a4fe375d92198fd87bce6687ad460227ef3fd632203"
        }
      },
      "receipt_sha256": "d59ab2b57c832fefd7e4a6b3e5f38a765b3d79e100e9296b5c1861cc8ae3ea70"
    },
    {
      "storm_id": "227960",
      "lat": 27.7862,
      "lon": -81.3037,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2283.0,
      "ebshear": 10.0,
      "srh01": 33.0,
      "maxllaz": 0.003,
      "mesh": 0.16,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 33.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.2509
        },
        {
          "name": "alignment",
          "value": 0.2157
        },
        {
          "name": "tau",
          "value": 3.9015
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0868
      },
      "coherence_score": 3.9014530181884766,
      "coherence_diagnostics": {
        "tau": 3.9014530181884766,
        "grad_tau": 0.42960119247436523,
        "torsion": 0.0,
        "alignment": 0.21573545038700104,
        "S_field": 1.2537591457366943,
        "Gamma_field": 0.23631875216960907,
        "S_over_Gamma": 5.305373191833496,
        "Da": 14.700349807739258,
        "E_coh": 0.9813524484634399,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.3,
              27.82
            ],
            [
              -81.27,
              27.8
            ],
            [
              -81.27,
              27.77
            ],
            [
              -81.29,
              27.75
            ],
            [
              -81.32,
              27.75
            ],
            [
              -81.34,
              27.77
            ],
            [
              -81.34,
              27.81
            ],
            [
              -81.3,
              27.82
            ]
          ]
        ]
      },
      "raw_probability": 0.0868,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0012,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "34de7923328bbd9ad9a0da74d400379dce02e40fd327bc97a47ed7626ef54392",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0868,
        "probability": 0.001157,
        "confidence_lo": 0.001068,
        "confidence_hi": 0.001157,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4b257b4abdea211a1940eb620573066b23a01dfc8e3abe8196867e57715c77a0",
        "signature": {
          "alg": "ed25519",
          "sig": "f4b9f0abd69eec5f477a7097dd8eb83995beecbe69699f191a6ffd58552df71c731fc63c84aaad0f402fc21ab6184af894770cd90b67ecfd541b99e588d5a009"
        }
      },
      "receipt_sha256": "4b257b4abdea211a1940eb620573066b23a01dfc8e3abe8196867e57715c77a0"
    },
    {
      "storm_id": "228921",
      "lat": 46.3891,
      "lon": -82.1745,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 427.0,
      "ebshear": 24.0,
      "srh01": 30.0,
      "maxllaz": 0.001,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 30.0
        },
        {
          "name": "hrrr_pwat",
          "value": 25.8759
        },
        {
          "name": "alignment",
          "value": 7.3157
        },
        {
          "name": "tau",
          "value": 1.0505
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0863
      },
      "coherence_score": 1.05047607421875,
      "coherence_diagnostics": {
        "tau": 1.05047607421875,
        "grad_tau": 0.07025216519832611,
        "torsion": 0.0,
        "alignment": 7.315690040588379,
        "S_field": 0.4496850073337555,
        "Gamma_field": 0.2921521067619324,
        "S_over_Gamma": 1.539215326309204,
        "Da": 17.192975997924805,
        "E_coh": 0.7079060077667236,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -82.19,
              46.43
            ],
            [
              -82.16,
              46.43
            ],
            [
              -82.12,
              46.41
            ],
            [
              -82.12,
              46.35
            ],
            [
              -82.14,
              46.35
            ],
            [
              -82.15,
              46.34
            ],
            [
              -82.19,
              46.34
            ],
            [
              -82.23,
              46.36
            ],
            [
              -82.23,
              46.42
            ],
            [
              -82.2,
              46.42
            ],
            [
              -82.19,
              46.43
            ]
          ]
        ]
      },
      "raw_probability": 0.0863,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0012,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "b7dee61051bcf529fd5c5823bc2d707a0edead7671e4dbb813868fc30d28e162",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0863,
        "probability": 0.001157,
        "confidence_lo": 0.001068,
        "confidence_hi": 0.001157,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7747dec857e874646c186946d3702d8b4a51ffcc09d4da72103f0b4a0956a100",
        "signature": {
          "alg": "ed25519",
          "sig": "fa24429fc2e8799a288ba91d620c29078a5c48d59ebaaff8c6d15c6983f3591c49ee85fad37920c665b567f3ad52785faff53c7f34082db21ff2dd901ad3dd05"
        }
      },
      "receipt_sha256": "7747dec857e874646c186946d3702d8b4a51ffcc09d4da72103f0b4a0956a100"
    },
    {
      "storm_id": "228952",
      "lat": 50.108,
      "lon": -83.263,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1001.0,
      "ebshear": 22.0,
      "srh01": 30.0,
      "maxllaz": 0.001,
      "mesh": 0.12,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 30.0
        },
        {
          "name": "hrrr_pwat",
          "value": 25.3759
        },
        {
          "name": "alignment",
          "value": 2.1648
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0863
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.4470733404159546,
        "torsion": 0.0,
        "alignment": 2.1647891998291016,
        "S_field": 0.2701100707054138,
        "Gamma_field": 0.36131876707077026,
        "S_over_Gamma": 0.7475672364234924,
        "Da": 21.12891387939453,
        "E_coh": 0.7304865717887878,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.27,
              50.15
            ],
            [
              -83.25,
              50.15
            ],
            [
              -83.23,
              50.12
            ],
            [
              -83.23,
              50.1
            ],
            [
              -83.22,
              50.09
            ],
            [
              -83.24,
              50.07
            ],
            [
              -83.3,
              50.07
            ],
            [
              -83.31,
              50.08
            ],
            [
              -83.31,
              50.1
            ],
            [
              -83.27,
              50.15
            ]
          ]
        ]
      },
      "raw_probability": 0.0863,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0012,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "b7dee61051bcf529fd5c5823bc2d707a0edead7671e4dbb813868fc30d28e162",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0863,
        "probability": 0.001157,
        "confidence_lo": 0.001068,
        "confidence_hi": 0.001157,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7747dec857e874646c186946d3702d8b4a51ffcc09d4da72103f0b4a0956a100",
        "signature": {
          "alg": "ed25519",
          "sig": "fa24429fc2e8799a288ba91d620c29078a5c48d59ebaaff8c6d15c6983f3591c49ee85fad37920c665b567f3ad52785faff53c7f34082db21ff2dd901ad3dd05"
        }
      },
      "receipt_sha256": "7747dec857e874646c186946d3702d8b4a51ffcc09d4da72103f0b4a0956a100"
    },
    {
      "storm_id": "226985",
      "lat": 39.3492,
      "lon": -107.6017,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 889.0,
      "ebshear": 29.0,
      "srh01": 23.0,
      "maxllaz": 0.005,
      "mesh": 0.04,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 23.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.0009
        },
        {
          "name": "alignment",
          "value": 0.8268
        },
        {
          "name": "tau",
          "value": 0.5736
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.086
      },
      "coherence_score": 0.5735997557640076,
      "coherence_diagnostics": {
        "tau": 0.5735997557640076,
        "grad_tau": 0.014533397741615772,
        "torsion": 0.0,
        "alignment": 0.8267683982849121,
        "S_field": 0.31905731558799744,
        "Gamma_field": 0.26798543334007263,
        "S_over_Gamma": 1.1905770301818848,
        "Da": 16.32548713684082,
        "E_coh": 0.20337486267089844,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 4,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -107.56,
              39.41
            ],
            [
              -107.52,
              39.41
            ],
            [
              -107.52,
              39.38
            ],
            [
              -107.62,
              39.27
            ],
            [
              -107.64,
              39.26
            ],
            [
              -107.71,
              39.27
            ],
            [
              -107.69,
              39.31
            ],
            [
              -107.67,
              39.33
            ],
            [
              -107.59,
              39.36
            ],
            [
              -107.57,
              39.38
            ],
            [
              -107.57,
              39.4
            ],
            [
              -107.56,
              39.41
            ]
          ]
        ]
      },
      "raw_probability": 0.086,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0012,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "3d77a162610d00c9193bb42b029ca8cf4147242f67a49bca4918445b708f895f",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.086,
        "probability": 0.001157,
        "confidence_lo": 0.001068,
        "confidence_hi": 0.001157,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "74021296e17d5e533ed65888e270c8f05a86753774ea8fffc368bd3117b98900",
        "signature": {
          "alg": "ed25519",
          "sig": "b954fc218df303c082816a09a0dfeef8fa0c0451254e31da7f1c0e8f4dcfaf423074c1be4a017e981aa92093bdaeda4d8456af351696c679a02d2207bfd1f70a"
        }
      },
      "receipt_sha256": "74021296e17d5e533ed65888e270c8f05a86753774ea8fffc368bd3117b98900"
    },
    {
      "storm_id": "227392",
      "lat": 43.7628,
      "lon": -85.5133,
      "motion_east": 2.8,
      "motion_south": 1.5,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1465.0,
      "ebshear": 42.0,
      "srh01": 34.0,
      "maxllaz": 0.006,
      "mesh": 0.16,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 34.0
        },
        {
          "name": "hrrr_pwat",
          "value": 26.5009
        },
        {
          "name": "alignment",
          "value": 1.7078
        },
        {
          "name": "tau",
          "value": 1.3664
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0857
      },
      "coherence_score": 1.3664493560791016,
      "coherence_diagnostics": {
        "tau": 1.3664493560791016,
        "grad_tau": 0.13001187145709991,
        "torsion": 0.0,
        "alignment": 1.7078392505645752,
        "S_field": 0.2286878526210785,
        "Gamma_field": 0.20381876826286316,
        "S_over_Gamma": 1.1220157146453857,
        "Da": 12.147939682006836,
        "E_coh": 0.43201854825019836,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -85.58,
              43.83
            ],
            [
              -85.56,
              43.82
            ],
            [
              -85.51,
              43.82
            ],
            [
              -85.5,
              43.81
            ],
            [
              -85.46,
              43.81
            ],
            [
              -85.45,
              43.8
            ],
            [
              -85.43,
              43.8
            ],
            [
              -85.4,
              43.77
            ],
            [
              -85.4,
              43.73
            ],
            [
              -85.44,
              43.7
            ],
            [
              -85.48,
              43.7
            ],
            [
              -85.49,
              43.69
            ],
            [
              -85.55,
              43.69
            ],
            [
              -85.58,
              43.71
            ],
            [
              -85.6,
              43.71
            ],
            [
              -85.61,
              43.72
            ],
            [
              -85.62,
              43.79
            ],
            [
              -85.58,
              43.83
            ]
          ]
        ]
      },
      "raw_probability": 0.0857,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0012,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "d92b951c0a40065022ddc0bd85d87a99edaa25e6e5e9f11bf2cacd0cd57cf292",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0857,
        "probability": 0.001157,
        "confidence_lo": 0.001068,
        "confidence_hi": 0.001157,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "290d24da86d159df92a4a6d2ec47d5564d7524b2deae01138a57e1134e518e55",
        "signature": {
          "alg": "ed25519",
          "sig": "eb5495e904e36734ba75dca525e1be33efd421c8603ef9fff6f4cfc4eb1da5c132dabe5c1fdb57bad1654d68b516579dd862b195d17f824ef563742d583d8706"
        }
      },
      "receipt_sha256": "290d24da86d159df92a4a6d2ec47d5564d7524b2deae01138a57e1134e518e55"
    },
    {
      "storm_id": "228415",
      "lat": 39.6277,
      "lon": -103.7008,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 892.0,
      "ebshear": 32.0,
      "srh01": 57.0,
      "maxllaz": 0.003,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 57.0
        },
        {
          "name": "hrrr_pwat",
          "value": 26.1259
        },
        {
          "name": "alignment",
          "value": -0.2171
        },
        {
          "name": "tau",
          "value": 0.6084
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0852
      },
      "coherence_score": 0.6084318161010742,
      "coherence_diagnostics": {
        "tau": 0.6084318161010742,
        "grad_tau": 0.1020147055387497,
        "torsion": 0.0,
        "alignment": -0.2170788049697876,
        "S_field": 0.1340516358613968,
        "Gamma_field": 0.627985417842865,
        "S_over_Gamma": 0.2134629786014557,
        "Da": 35.12035369873047,
        "E_coh": 0.6832551956176758,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -103.73,
              39.7
            ],
            [
              -103.7,
              39.7
            ],
            [
              -103.68,
              39.69
            ],
            [
              -103.68,
              39.65
            ],
            [
              -103.66,
              39.62
            ],
            [
              -103.66,
              39.58
            ],
            [
              -103.65,
              39.57
            ],
            [
              -103.66,
              39.55
            ],
            [
              -103.71,
              39.55
            ],
            [
              -103.73,
              39.57
            ],
            [
              -103.76,
              39.63
            ],
            [
              -103.76,
              39.65
            ],
            [
              -103.73,
              39.7
            ]
          ]
        ]
      },
      "raw_probability": 0.0852,
      "confidence_lo": 0.0009,
      "confidence_hi": 0.0012,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "de224fcc3150a1b65b884df2ec65e3847789037d892aa8a58f2ccbbbc0c85b52",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0852,
        "probability": 0.001156,
        "confidence_lo": 0.000889,
        "confidence_hi": 0.001157,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "fe795e60a9c3c4a49b6fee4c1e4147822cb459212c2a158f5a90e1b3d198f11d",
        "signature": {
          "alg": "ed25519",
          "sig": "1a58484644a733784362c8cec94b7e9eb4a711a85295bf7eb6e95fc2b2cf6a27e94a736ee54b248668d9a4acaa6fcec5097d3b0f450771dc80ed564c3e806c05"
        }
      },
      "receipt_sha256": "fe795e60a9c3c4a49b6fee4c1e4147822cb459212c2a158f5a90e1b3d198f11d"
    },
    {
      "storm_id": "228981",
      "lat": 35.43,
      "lon": -114.2532,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2119.0,
      "ebshear": 26.0,
      "srh01": 64.0,
      "maxllaz": 0.005,
      "mesh": 0.25,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 64.0
        },
        {
          "name": "hrrr_pwat",
          "value": 19.1259
        },
        {
          "name": "alignment",
          "value": -0.4718
        },
        {
          "name": "tau",
          "value": 0.5423
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0852
      },
      "coherence_score": 0.542275071144104,
      "coherence_diagnostics": {
        "tau": 0.542275071144104,
        "grad_tau": 0.219669908285141,
        "torsion": 0.0,
        "alignment": -0.47179341316223145,
        "S_field": 0.13640034198760986,
        "Gamma_field": 0.5038188099861145,
        "S_over_Gamma": 0.27073293924331665,
        "Da": 30.418533325195312,
        "E_coh": 0.16942080855369568,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -114.21,
              35.52
            ],
            [
              -114.18,
              35.52
            ],
            [
              -114.16,
              35.51
            ],
            [
              -114.12,
              35.47
            ],
            [
              -114.11,
              35.47
            ],
            [
              -114.09,
              35.44
            ],
            [
              -114.09,
              35.41
            ],
            [
              -114.1,
              35.4
            ],
            [
              -114.13,
              35.4
            ],
            [
              -114.14,
              35.39
            ],
            [
              -114.18,
              35.39
            ],
            [
              -114.2,
              35.4
            ],
            [
              -114.24,
              35.36
            ],
            [
              -114.24,
              35.34
            ],
            [
              -114.25,
              35.33
            ],
            [
              -114.29,
              35.34
            ],
            [
              -114.29,
              35.35
            ],
            [
              -114.32,
              35.38
            ],
            [
              -114.38,
              35.38
            ],
            [
              -114.39,
              35.37
            ],
            [
              -114.42,
              35.37
            ],
            [
              -114.44,
              35.39
            ],
            [
              -114.44,
              35.44
            ],
            [
              -114.42,
              35.45
            ],
            [
              -114.36,
              35.45
            ],
            [
              -114.33,
              35.47
            ],
            [
              -114.31,
              35.47
            ],
            [
              -114.3,
              35.46
            ],
            [
              -114.29,
              35.47
            ],
            [
              -114.27,
              35.47
            ],
            [
              -114.25,
              35.48
            ],
            [
              -114.23,
              35.5
            ],
            [
              -114.23,
              35.51
            ],
            [
              -114.21,
              35.52
            ]
          ]
        ]
      },
      "raw_probability": 0.0852,
      "confidence_lo": 0.0009,
      "confidence_hi": 0.0012,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "de224fcc3150a1b65b884df2ec65e3847789037d892aa8a58f2ccbbbc0c85b52",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0852,
        "probability": 0.001156,
        "confidence_lo": 0.000889,
        "confidence_hi": 0.001157,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "fe795e60a9c3c4a49b6fee4c1e4147822cb459212c2a158f5a90e1b3d198f11d",
        "signature": {
          "alg": "ed25519",
          "sig": "1a58484644a733784362c8cec94b7e9eb4a711a85295bf7eb6e95fc2b2cf6a27e94a736ee54b248668d9a4acaa6fcec5097d3b0f450771dc80ed564c3e806c05"
        }
      },
      "receipt_sha256": "fe795e60a9c3c4a49b6fee4c1e4147822cb459212c2a158f5a90e1b3d198f11d"
    },
    {
      "storm_id": "228568",
      "lat": 31.7625,
      "lon": -112.7775,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1924.0,
      "ebshear": 9.0,
      "srh01": 33.0,
      "maxllaz": 0.001,
      "mesh": 0.33,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 33.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.8759
        },
        {
          "name": "alignment",
          "value": 0.2837
        },
        {
          "name": "tau",
          "value": 0.6541
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.085
      },
      "coherence_score": 0.6541225910186768,
      "coherence_diagnostics": {
        "tau": 0.6541225910186768,
        "grad_tau": 0.206807479262352,
        "torsion": 0.0,
        "alignment": 0.2837390899658203,
        "S_field": 0.28286486864089966,
        "Gamma_field": 1.0946520566940308,
        "S_over_Gamma": 0.2584061920642853,
        "Da": 69.75310516357422,
        "E_coh": 0.34122246503829956,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -112.81,
              31.81
            ],
            [
              -112.76,
              31.81
            ],
            [
              -112.75,
              31.8
            ],
            [
              -112.72,
              31.74
            ],
            [
              -112.73,
              31.73
            ],
            [
              -112.73,
              31.7
            ],
            [
              -112.77,
              31.7
            ],
            [
              -112.81,
              31.74
            ],
            [
              -112.81,
              31.76
            ],
            [
              -112.82,
              31.77
            ],
            [
              -112.81,
              31.78
            ],
            [
              -112.81,
              31.81
            ]
          ]
        ]
      },
      "raw_probability": 0.085,
      "confidence_lo": 0.0009,
      "confidence_hi": 0.0012,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "c5780bc7ac4205247d00f37e06db32e8da30464ade522c3272dc1e597d5b6747",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.085,
        "probability": 0.001156,
        "confidence_lo": 0.000889,
        "confidence_hi": 0.001157,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8158751bed7ae90c207c62e6aca3f3c4847a0827f33eb34c83d1c8a8176ea2cf",
        "signature": {
          "alg": "ed25519",
          "sig": "b2415c38a54728a662d33d2f4a0ff5f549d0984fd55b97fdddc7dc7e959b556fd065ded3ab6641560045349854bcf8ef415f044474c2d4535573899591c3ad00"
        }
      },
      "receipt_sha256": "8158751bed7ae90c207c62e6aca3f3c4847a0827f33eb34c83d1c8a8176ea2cf"
    },
    {
      "storm_id": "228967",
      "lat": 44.3194,
      "lon": -103.0242,
      "motion_east": 6.1,
      "motion_south": 1.3,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2152.0,
      "ebshear": 49.0,
      "srh01": 37.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 37.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.6259
        },
        {
          "name": "alignment",
          "value": -0.501
        },
        {
          "name": "tau",
          "value": 0.7827
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0833
      },
      "coherence_score": 0.7827028632164001,
      "coherence_diagnostics": {
        "tau": 0.7827028632164001,
        "grad_tau": 0.16479045152664185,
        "torsion": 0.0,
        "alignment": -0.5009551644325256,
        "S_field": 0.565361499786377,
        "Gamma_field": 0.3829854428768158,
        "S_over_Gamma": 1.4761958122253418,
        "Da": 23.026166915893555,
        "E_coh": 0.8075109124183655,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -103.04,
              44.39
            ],
            [
              -103.03,
              44.39
            ],
            [
              -103.02,
              44.39
            ],
            [
              -103.01,
              44.39
            ],
            [
              -103.0,
              44.39
            ],
            [
              -102.99,
              44.39
            ],
            [
              -102.99,
              44.38
            ],
            [
              -102.98,
              44.37
            ],
            [
              -102.97,
              44.37
            ],
            [
              -102.96,
              44.36
            ],
            [
              -102.96,
              44.35
            ],
            [
              -102.96,
              44.34
            ],
            [
              -102.97,
              44.33
            ],
            [
              -102.97,
              44.32
            ],
            [
              -102.98,
              44.31
            ],
            [
              -102.97,
              44.3
            ],
            [
              -102.96,
              44.29
            ],
            [
              -102.95,
              44.3
            ],
            [
              -102.94,
              44.3
            ],
            [
              -102.93,
              44.3
            ],
            [
              -102.93,
              44.29
            ],
            [
              -102.94,
              44.29
            ],
            [
              -102.95,
              44.29
            ],
            [
              -102.96,
              44.29
            ],
            [
              -102.97,
              44.29
            ],
            [
              -102.98,
              44.29
            ],
            [
              -102.99,
              44.28
            ],
            [
              -103.0,
              44.28
            ],
            [
              -103.01,
              44.28
            ],
            [
              -103.02,
              44.28
            ],
            [
              -103.03,
              44.27
            ],
            [
              -103.04,
              44.26
            ],
            [
              -103.05,
              44.26
            ],
            [
              -103.06,
              44.26
            ],
            [
              -103.07,
              44.26
            ],
            [
              -103.08,
              44.26
            ],
            [
              -103.09,
              44.26
            ],
            [
              -103.1,
              44.26
            ],
            [
              -103.11,
              44.27
            ],
            [
              -103.12,
              44.28
            ],
            [
              -103.12,
              44.29
            ],
            [
              -103.12,
              44.3
            ],
            [
              -103.12,
              44.31
            ],
            [
              -103.12,
              44.32
            ],
            [
              -103.12,
              44.33
            ],
            [
              -103.11,
              44.34
            ],
            [
              -103.1,
              44.35
            ],
            [
              -103.09,
              44.36
            ],
            [
              -103.08,
              44.36
            ],
            [
              -103.07,
              44.37
            ],
            [
              -103.06,
              44.37
            ],
            [
              -103.05,
              44.38
            ],
            [
              -103.04,
              44.39
            ]
          ]
        ]
      },
      "raw_probability": 0.0833,
      "confidence_lo": 0.0009,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "c5554679d8c49540a06e2ebaf88a72cd9cd0cab0608a8802719dc4f1cafd20ac",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0833,
        "probability": 0.001132,
        "confidence_lo": 0.000865,
        "confidence_hi": 0.001133,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3be98bc1cf921948379e48bb1dabc57e3a6f79aa17dd7cf359e5c91a146a9620",
        "signature": {
          "alg": "ed25519",
          "sig": "9cd5c518e77401e9efd96679f210e7ca65dbcf052cd6241a00668bc86bb6828727ff3f975e43c475464f4b6fe2400a46011ec7aa2f75440ced09576d68a6a70e"
        }
      },
      "receipt_sha256": "3be98bc1cf921948379e48bb1dabc57e3a6f79aa17dd7cf359e5c91a146a9620"
    },
    {
      "storm_id": "228847",
      "lat": 33.4119,
      "lon": -82.3538,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1199.0,
      "ebshear": 22.0,
      "srh01": 24.0,
      "maxllaz": 0.002,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 24.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.2509
        },
        {
          "name": "alignment",
          "value": -3.2659
        },
        {
          "name": "tau",
          "value": 4.2152
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0832
      },
      "coherence_score": 4.2152323722839355,
      "coherence_diagnostics": {
        "tau": 4.2152323722839355,
        "grad_tau": 0.0467023067176342,
        "torsion": 0.0,
        "alignment": -3.265850782394409,
        "S_field": 1.257403016090393,
        "Gamma_field": 0.3371521234512329,
        "S_over_Gamma": 3.729482650756836,
        "Da": 19.97081756591797,
        "E_coh": 0.9697877168655396,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -82.4,
              33.46
            ],
            [
              -82.39,
              33.45
            ],
            [
              -82.32,
              33.45
            ],
            [
              -82.31,
              33.44
            ],
            [
              -82.31,
              33.43
            ],
            [
              -82.29,
              33.41
            ],
            [
              -82.29,
              33.4
            ],
            [
              -82.31,
              33.38
            ],
            [
              -82.31,
              33.36
            ],
            [
              -82.36,
              33.36
            ],
            [
              -82.37,
              33.35
            ],
            [
              -82.39,
              33.37
            ],
            [
              -82.39,
              33.39
            ],
            [
              -82.41,
              33.43
            ],
            [
              -82.41,
              33.45
            ],
            [
              -82.4,
              33.46
            ]
          ]
        ]
      },
      "raw_probability": 0.0832,
      "confidence_lo": 0.0009,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "8726eb037590b82f3046e55ad5a653b4843dee32eb2461612e0a2002e820863e",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0832,
        "probability": 0.001132,
        "confidence_lo": 0.000865,
        "confidence_hi": 0.001133,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "287adf76c9833fc09060aedbe44886a54a638b993227d1ed3a0403818763f40f",
        "signature": {
          "alg": "ed25519",
          "sig": "d547fb9c1e75b5e34ac88e39899d43d1281ae61d60ee2f4fee3e4a7a61a35c822a597243aaaa089ec401ea14f3addcaca5af01c71ccc73a21adf399808733701"
        }
      },
      "receipt_sha256": "287adf76c9833fc09060aedbe44886a54a638b993227d1ed3a0403818763f40f"
    },
    {
      "storm_id": "227584",
      "lat": 48.0763,
      "lon": -78.6516,
      "motion_east": 7.8,
      "motion_south": 5.0,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1286.0,
      "ebshear": 25.0,
      "srh01": 33.0,
      "maxllaz": 0.01,
      "mesh": 0.35,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 33.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.0009
        },
        {
          "name": "alignment",
          "value": 2.7984
        },
        {
          "name": "tau",
          "value": 0.5748
        },
        {
          "name": "maxllaz",
          "value": 0.01
        }
      ],
      "model_scores": {
        "gbt_prob": 0.083
      },
      "coherence_score": 0.5748149156570435,
      "coherence_diagnostics": {
        "tau": 0.5748149156570435,
        "grad_tau": 0.4788116216659546,
        "torsion": 0.0,
        "alignment": 2.798391103744507,
        "S_field": 0.3395686149597168,
        "Gamma_field": 0.2229854315519333,
        "S_over_Gamma": 1.5228286981582642,
        "Da": 13.030112266540527,
        "E_coh": 0.7984539270401001,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -78.58,
              48.16
            ],
            [
              -78.53,
              48.16
            ],
            [
              -78.52,
              48.15
            ],
            [
              -78.52,
              48.12
            ],
            [
              -78.54,
              48.1
            ],
            [
              -78.54,
              48.09
            ],
            [
              -78.6,
              48.04
            ],
            [
              -78.62,
              48.04
            ],
            [
              -78.63,
              48.03
            ],
            [
              -78.67,
              48.03
            ],
            [
              -78.68,
              48.02
            ],
            [
              -78.73,
              48.02
            ],
            [
              -78.74,
              48.01
            ],
            [
              -78.87,
              48.0
            ],
            [
              -78.87,
              48.06
            ],
            [
              -78.86,
              48.07
            ],
            [
              -78.68,
              48.08
            ],
            [
              -78.62,
              48.11
            ],
            [
              -78.58,
              48.16
            ]
          ]
        ]
      },
      "raw_probability": 0.083,
      "confidence_lo": 0.0009,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "fdb342c7e135ae0746139d923c6c07a1193ad100f6b37aca62cfe28e3864ae8a",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.083,
        "probability": 0.001132,
        "confidence_lo": 0.000865,
        "confidence_hi": 0.001133,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2e053ae3091c8f85bbf1e934674d62856cbb05758c40ae8b2c57a208315a7905",
        "signature": {
          "alg": "ed25519",
          "sig": "d14741b59883a575ca9eb76f1b6ec37a24c6c58558087051c833af5befd3584551f30f379cd0bb62973fc6ecd03be77e39c27cc05b6544683d6dcf527848df02"
        }
      },
      "receipt_sha256": "2e053ae3091c8f85bbf1e934674d62856cbb05758c40ae8b2c57a208315a7905"
    },
    {
      "storm_id": "228345",
      "lat": 36.3078,
      "lon": -115.3389,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1790.0,
      "ebshear": 23.0,
      "srh01": 59.0,
      "maxllaz": 0.003,
      "mesh": 0.28,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 59.0
        },
        {
          "name": "hrrr_pwat",
          "value": 30.3759
        },
        {
          "name": "alignment",
          "value": 0.001
        },
        {
          "name": "tau",
          "value": 0.3192
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.083
      },
      "coherence_score": 0.3192371726036072,
      "coherence_diagnostics": {
        "tau": 0.3192371726036072,
        "grad_tau": 0.07367870956659317,
        "torsion": 0.0,
        "alignment": 0.0009781718254089355,
        "S_field": 0.052060991525650024,
        "Gamma_field": 1.1029853820800781,
        "S_over_Gamma": 0.047200072556734085,
        "Da": 63.49601364135742,
        "E_coh": 0.3891125023365021,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -115.35,
              36.34
            ],
            [
              -115.33,
              36.34
            ],
            [
              -115.31,
              36.32
            ],
            [
              -115.31,
              36.28
            ],
            [
              -115.33,
              36.27
            ],
            [
              -115.35,
              36.27
            ],
            [
              -115.36,
              36.28
            ],
            [
              -115.36,
              36.33
            ],
            [
              -115.35,
              36.34
            ]
          ]
        ]
      },
      "raw_probability": 0.083,
      "confidence_lo": 0.0009,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "fdb342c7e135ae0746139d923c6c07a1193ad100f6b37aca62cfe28e3864ae8a",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.083,
        "probability": 0.001132,
        "confidence_lo": 0.000865,
        "confidence_hi": 0.001133,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2e053ae3091c8f85bbf1e934674d62856cbb05758c40ae8b2c57a208315a7905",
        "signature": {
          "alg": "ed25519",
          "sig": "d14741b59883a575ca9eb76f1b6ec37a24c6c58558087051c833af5befd3584551f30f379cd0bb62973fc6ecd03be77e39c27cc05b6544683d6dcf527848df02"
        }
      },
      "receipt_sha256": "2e053ae3091c8f85bbf1e934674d62856cbb05758c40ae8b2c57a208315a7905"
    },
    {
      "storm_id": "228925",
      "lat": 45.4531,
      "lon": -102.4292,
      "motion_east": 6.2,
      "motion_south": 1.7,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2165.0,
      "ebshear": 60.0,
      "srh01": 25.0,
      "maxllaz": 0.002,
      "mesh": 0.1,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 25.0
        },
        {
          "name": "hrrr_pwat",
          "value": 29.8759
        },
        {
          "name": "alignment",
          "value": -1.1874
        },
        {
          "name": "tau",
          "value": 0.6338
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0829
      },
      "coherence_score": 0.6337984800338745,
      "coherence_diagnostics": {
        "tau": 0.6337984800338745,
        "grad_tau": 0.12941938638687134,
        "torsion": 0.0,
        "alignment": -1.1873736381530762,
        "S_field": 0.27242347598075867,
        "Gamma_field": 0.6213187575340271,
        "S_over_Gamma": 0.4384600818157196,
        "Da": 37.7322883605957,
        "E_coh": 0.452056884765625,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -102.49,
              45.49
            ],
            [
              -102.42,
              45.49
            ],
            [
              -102.41,
              45.48
            ],
            [
              -102.39,
              45.48
            ],
            [
              -102.37,
              45.47
            ],
            [
              -102.37,
              45.43
            ],
            [
              -102.39,
              45.41
            ],
            [
              -102.4,
              45.42
            ],
            [
              -102.44,
              45.42
            ],
            [
              -102.45,
              45.43
            ],
            [
              -102.47,
              45.43
            ],
            [
              -102.49,
              45.45
            ],
            [
              -102.49,
              45.49
            ]
          ]
        ]
      },
      "raw_probability": 0.0829,
      "confidence_lo": 0.0009,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "92b412e796f9908a5c34017775f974cb65f02960f297f16be6cc629f87196725",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0829,
        "probability": 0.001132,
        "confidence_lo": 0.000865,
        "confidence_hi": 0.001133,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7ecee2eb78645dd903183305e55c950853a24a476e6f4ad13cbb0b58a6c70ad4",
        "signature": {
          "alg": "ed25519",
          "sig": "0140bb630716aa273c0a0180ffeab6326b58f98c07f3ff1141160a457668759ed89bf2845dd352060e40ececa673494c0555aad89b360ce51a3608c780f7580a"
        }
      },
      "receipt_sha256": "7ecee2eb78645dd903183305e55c950853a24a476e6f4ad13cbb0b58a6c70ad4"
    },
    {
      "storm_id": "228597",
      "lat": 44.6931,
      "lon": -111.3775,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 454.0,
      "ebshear": 19.0,
      "srh01": 37.0,
      "maxllaz": 0.001,
      "mesh": 0.12,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 37.0
        },
        {
          "name": "hrrr_pwat",
          "value": 18.2509
        },
        {
          "name": "alignment",
          "value": 0.062
        },
        {
          "name": "tau",
          "value": 0.3698
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0826
      },
      "coherence_score": 0.3697596788406372,
      "coherence_diagnostics": {
        "tau": 0.3697596788406372,
        "grad_tau": 0.0230882465839386,
        "torsion": 0.0,
        "alignment": 0.06198074668645859,
        "S_field": 0.13504411280155182,
        "Gamma_field": 0.4196521043777466,
        "S_over_Gamma": 0.3218001425266266,
        "Da": 24.92170524597168,
        "E_coh": 0.7908434867858887,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -111.35,
              44.74
            ],
            [
              -111.33,
              44.74
            ],
            [
              -111.3,
              44.72
            ],
            [
              -111.31,
              44.71
            ],
            [
              -111.31,
              44.67
            ],
            [
              -111.32,
              44.66
            ],
            [
              -111.35,
              44.66
            ],
            [
              -111.41,
              44.63
            ],
            [
              -111.46,
              44.63
            ],
            [
              -111.47,
              44.64
            ],
            [
              -111.47,
              44.68
            ],
            [
              -111.45,
              44.7
            ],
            [
              -111.41,
              44.71
            ],
            [
              -111.39,
              44.73
            ],
            [
              -111.36,
              44.73
            ],
            [
              -111.35,
              44.74
            ]
          ]
        ]
      },
      "raw_probability": 0.0826,
      "confidence_lo": 0.0009,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "047e7bb4a9cc606c68d1f225897949b242c520aafaebf4342774e875d241ad33",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0826,
        "probability": 0.001132,
        "confidence_lo": 0.000865,
        "confidence_hi": 0.001133,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "076ab3e34e95e1216c7c4a5a33fd2a89e7ab79f0d9e9d9c4e7cf8f5273febefd",
        "signature": {
          "alg": "ed25519",
          "sig": "4ec8b93b75889db17f25b4127586b97e5c2fc8bb4c5cedba04305f2f87eaa9cc33819dde779065e28684408024f18d748929b994f61aa80cf61a5f996b4c5c09"
        }
      },
      "receipt_sha256": "076ab3e34e95e1216c7c4a5a33fd2a89e7ab79f0d9e9d9c4e7cf8f5273febefd"
    },
    {
      "storm_id": "227927",
      "lat": 44.4722,
      "lon": -83.4978,
      "motion_east": 4.4,
      "motion_south": 1.1,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1328.0,
      "ebshear": 46.0,
      "srh01": 55.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 55.0
        },
        {
          "name": "hrrr_pwat",
          "value": 27.6259
        },
        {
          "name": "alignment",
          "value": 2.3202
        },
        {
          "name": "tau",
          "value": 1.1598
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.082
      },
      "coherence_score": 1.159839153289795,
      "coherence_diagnostics": {
        "tau": 1.159839153289795,
        "grad_tau": 0.13356521725654602,
        "torsion": 0.0,
        "alignment": 2.320162057876587,
        "S_field": 0.37759846448898315,
        "Gamma_field": 0.3113187849521637,
        "S_over_Gamma": 1.2128996849060059,
        "Da": 18.891475677490234,
        "E_coh": 0.5276070237159729,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.52,
              44.5
            ],
            [
              -83.47,
              44.5
            ],
            [
              -83.46,
              44.49
            ],
            [
              -83.46,
              44.44
            ],
            [
              -83.48,
              44.43
            ],
            [
              -83.51,
              44.44
            ],
            [
              -83.53,
              44.46
            ],
            [
              -83.53,
              44.49
            ],
            [
              -83.52,
              44.5
            ]
          ]
        ]
      },
      "raw_probability": 0.082,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "52b6cecc0dcdaf7967fa0bad0faa3c4cd7902c256ae72e91cc2d36c6333965f5",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.082,
        "probability": 0.001109,
        "confidence_lo": 0.000769,
        "confidence_hi": 0.00111,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6c303db19a05056f9ad787515eb56bb736def1363de74a60a1dd46fe6df5764e",
        "signature": {
          "alg": "ed25519",
          "sig": "4edeb5610b8f670263d33d913765085eb957a4163b8a5311ffe674e4ce0e90c96c1658700eb92c53cebd663adf93e0cdaf05faac24b40e6d1a16b6d2c88a7309"
        }
      },
      "receipt_sha256": "6c303db19a05056f9ad787515eb56bb736def1363de74a60a1dd46fe6df5764e"
    },
    {
      "storm_id": "228715",
      "lat": 47.9833,
      "lon": -73.89,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1034.0,
      "ebshear": 25.0,
      "srh01": 32.0,
      "maxllaz": 0.001,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 32.0
        },
        {
          "name": "hrrr_pwat",
          "value": 27.3759
        },
        {
          "name": "alignment",
          "value": 0.5479
        },
        {
          "name": "tau",
          "value": 0.8093
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0819
      },
      "coherence_score": 0.8092559576034546,
      "coherence_diagnostics": {
        "tau": 0.8092559576034546,
        "grad_tau": 0.26884886622428894,
        "torsion": 0.0,
        "alignment": 0.5478767156600952,
        "S_field": 0.5184986591339111,
        "Gamma_field": 0.22381876409053802,
        "S_over_Gamma": 2.3166005611419678,
        "Da": 13.2650728225708,
        "E_coh": 0.757432222366333,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -73.9,
              48.03
            ],
            [
              -73.88,
              48.01
            ],
            [
              -73.86,
              48.01
            ],
            [
              -73.84,
              47.99
            ],
            [
              -73.85,
              47.94
            ],
            [
              -73.88,
              47.94
            ],
            [
              -73.89,
              47.93
            ],
            [
              -73.91,
              47.94
            ],
            [
              -73.93,
              47.98
            ],
            [
              -73.92,
              47.99
            ],
            [
              -73.92,
              48.01
            ],
            [
              -73.9,
              48.03
            ]
          ]
        ]
      },
      "raw_probability": 0.0819,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "92e44519a0648b0724c7992b9058ddb09727b2f34b44d37482640e33ed44199d",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0819,
        "probability": 0.001109,
        "confidence_lo": 0.000769,
        "confidence_hi": 0.00111,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "446fbbf11ee2f4d4d1054548bab923d8c6c66d2a3e685e9999d39f0807f7a972",
        "signature": {
          "alg": "ed25519",
          "sig": "018b99482f72ea3362afd9f6f81c54c442d05b78c1c5976cb622175b564453af1e254a95d039e54cb1861ed293e2051c5a9340ce6ef53519581740db0de20804"
        }
      },
      "receipt_sha256": "446fbbf11ee2f4d4d1054548bab923d8c6c66d2a3e685e9999d39f0807f7a972"
    },
    {
      "storm_id": "228892",
      "lat": 42.2195,
      "lon": -105.2874,
      "motion_east": 4.9,
      "motion_south": -3.0,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 654.0,
      "ebshear": 40.0,
      "srh01": 57.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 57.0
        },
        {
          "name": "hrrr_pwat",
          "value": 19.0009
        },
        {
          "name": "alignment",
          "value": 1.6338
        },
        {
          "name": "tau",
          "value": 0.5597
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0818
      },
      "coherence_score": 0.5596978664398193,
      "coherence_diagnostics": {
        "tau": 0.5596978664398193,
        "grad_tau": 0.037637267261743546,
        "torsion": 0.0,
        "alignment": 1.6337543725967407,
        "S_field": 0.15485957264900208,
        "Gamma_field": 0.32131877541542053,
        "S_over_Gamma": 0.48194995522499084,
        "Da": 18.173328399658203,
        "E_coh": 0.6863118410110474,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -105.33,
              42.28
            ],
            [
              -105.31,
              42.28
            ],
            [
              -105.3,
              42.27
            ],
            [
              -105.23,
              42.27
            ],
            [
              -105.2,
              42.25
            ],
            [
              -105.2,
              42.23
            ],
            [
              -105.18,
              42.21
            ],
            [
              -105.18,
              42.19
            ],
            [
              -105.21,
              42.16
            ],
            [
              -105.21,
              42.14
            ],
            [
              -105.23,
              42.15
            ],
            [
              -105.32,
              42.15
            ],
            [
              -105.34,
              42.17
            ],
            [
              -105.37,
              42.18
            ],
            [
              -105.4,
              42.21
            ],
            [
              -105.38,
              42.23
            ],
            [
              -105.38,
              42.26
            ],
            [
              -105.36,
              42.26
            ],
            [
              -105.33,
              42.28
            ]
          ]
        ]
      },
      "raw_probability": 0.0818,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "1d1974a5e07bd7a012c11d4e25c65ba79e2871c9c898883c0cf0428aa22cd1da",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0818,
        "probability": 0.001109,
        "confidence_lo": 0.000769,
        "confidence_hi": 0.00111,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f73f76dbfc2529b4844caed0c5c17e5513cf742942ab3e658ac71f294eb52d06",
        "signature": {
          "alg": "ed25519",
          "sig": "43a83b3d995c3913f9d7eb4bb0244034c3477e3296c99802301d42e4ac300a0b06cde62e916fa28fdaa82cfd67aee5d545b636ab7bae87e1121339cd6021ea0c"
        }
      },
      "receipt_sha256": "f73f76dbfc2529b4844caed0c5c17e5513cf742942ab3e658ac71f294eb52d06"
    },
    {
      "storm_id": "228283",
      "lat": 37.5114,
      "lon": -115.1868,
      "motion_east": 4.6,
      "motion_south": -4.0,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 879.0,
      "ebshear": 21.0,
      "srh01": 54.0,
      "maxllaz": 0.002,
      "mesh": 0.25,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 54.0
        },
        {
          "name": "hrrr_pwat",
          "value": 10.8759
        },
        {
          "name": "alignment",
          "value": 0.3716
        },
        {
          "name": "tau",
          "value": 0.3474
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0807
      },
      "coherence_score": 0.34743353724479675,
      "coherence_diagnostics": {
        "tau": 0.34743353724479675,
        "grad_tau": 0.04106324166059494,
        "torsion": 0.0,
        "alignment": 0.37160611152648926,
        "S_field": 0.19241689145565033,
        "Gamma_field": 0.22465209662914276,
        "S_over_Gamma": 0.856510579586029,
        "Da": 13.464475631713867,
        "E_coh": 0.30710771679878235,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -115.12,
              37.6
            ],
            [
              -115.11,
              37.6
            ],
            [
              -115.1,
              37.6
            ],
            [
              -115.09,
              37.6
            ],
            [
              -115.08,
              37.6
            ],
            [
              -115.07,
              37.59
            ],
            [
              -115.06,
              37.59
            ],
            [
              -115.06,
              37.58
            ],
            [
              -115.06,
              37.57
            ],
            [
              -115.06,
              37.56
            ],
            [
              -115.06,
              37.55
            ],
            [
              -115.07,
              37.54
            ],
            [
              -115.08,
              37.54
            ],
            [
              -115.09,
              37.54
            ],
            [
              -115.1,
              37.53
            ],
            [
              -115.11,
              37.53
            ],
            [
              -115.12,
              37.54
            ],
            [
              -115.13,
              37.54
            ],
            [
              -115.14,
              37.54
            ],
            [
              -115.15,
              37.54
            ],
            [
              -115.16,
              37.53
            ],
            [
              -115.16,
              37.52
            ],
            [
              -115.16,
              37.51
            ],
            [
              -115.16,
              37.5
            ],
            [
              -115.16,
              37.49
            ],
            [
              -115.16,
              37.48
            ],
            [
              -115.16,
              37.47
            ],
            [
              -115.17,
              37.46
            ],
            [
              -115.18,
              37.45
            ],
            [
              -115.19,
              37.45
            ],
            [
              -115.2,
              37.44
            ],
            [
              -115.21,
              37.43
            ],
            [
              -115.22,
              37.43
            ],
            [
              -115.23,
              37.43
            ],
            [
              -115.24,
              37.43
            ],
            [
              -115.25,
              37.42
            ],
            [
              -115.26,
              37.42
            ],
            [
              -115.27,
              37.42
            ],
            [
              -115.28,
              37.42
            ],
            [
              -115.29,
              37.42
            ],
            [
              -115.3,
              37.41
            ],
            [
              -115.31,
              37.41
            ],
            [
              -115.32,
              37.42
            ],
            [
              -115.32,
              37.43
            ],
            [
              -115.32,
              37.44
            ],
            [
              -115.31,
              37.45
            ],
            [
              -115.31,
              37.46
            ],
            [
              -115.31,
              37.47
            ],
            [
              -115.31,
              37.48
            ],
            [
              -115.3,
              37.49
            ],
            [
              -115.29,
              37.5
            ],
            [
              -115.29,
              37.51
            ],
            [
              -115.28,
              37.52
            ],
            [
              -115.27,
              37.52
            ],
            [
              -115.26,
              37.53
            ],
            [
              -115.25,
              37.53
            ],
            [
              -115.24,
              37.54
            ],
            [
              -115.23,
              37.54
            ],
            [
              -115.22,
              37.54
            ],
            [
              -115.21,
              37.54
            ],
            [
              -115.2,
              37.54
            ],
            [
              -115.19,
              37.54
            ],
            [
              -115.18,
              37.54
            ],
            [
              -115.17,
              37.54
            ],
            [
              -115.16,
              37.54
            ],
            [
              -115.15,
              37.54
            ],
            [
              -115.14,
              37.55
            ],
            [
              -115.13,
              37.56
            ],
            [
              -115.13,
              37.57
            ],
            [
              -115.13,
              37.58
            ],
            [
              -115.13,
              37.59
            ],
            [
              -115.12,
              37.6
            ]
          ]
        ]
      },
      "raw_probability": 0.0807,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "57511f86124ac0dff05e0d1cffbe2ee9d60b397f80b440277871451870fcd0ec",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0807,
        "probability": 0.000911,
        "confidence_lo": 0.000769,
        "confidence_hi": 0.000911,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "fdf327f0b68ca7c5579f8ff020a9bd8eff66b3a33f42db92411e132d2c03f6d2",
        "signature": {
          "alg": "ed25519",
          "sig": "bd76fd517a35826ad67a86cbef032068a76655b87008279ee6e17a7489729058586639db1942410afbedb57cfdb9aeeb7b9644c4430131e95c172cddb0881908"
        }
      },
      "receipt_sha256": "fdf327f0b68ca7c5579f8ff020a9bd8eff66b3a33f42db92411e132d2c03f6d2"
    },
    {
      "storm_id": "228633",
      "lat": 46.8289,
      "lon": -76.9556,
      "motion_east": 6.3,
      "motion_south": 2.4,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 947.0,
      "ebshear": 32.0,
      "srh01": 40.0,
      "maxllaz": 0.001,
      "mesh": 0.64,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 40.0
        },
        {
          "name": "hrrr_pwat",
          "value": 25.6259
        },
        {
          "name": "alignment",
          "value": -0.558
        },
        {
          "name": "tau",
          "value": 1.0877
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0807
      },
      "coherence_score": 1.0877268314361572,
      "coherence_diagnostics": {
        "tau": 1.0877268314361572,
        "grad_tau": 0.17146281898021698,
        "torsion": 0.0,
        "alignment": -0.558000922203064,
        "S_field": 0.4134226143360138,
        "Gamma_field": 0.23631878197193146,
        "S_over_Gamma": 1.7494276762008667,
        "Da": 13.989364624023438,
        "E_coh": 0.7364576458930969,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -76.98,
              46.86
            ],
            [
              -76.9,
              46.86
            ],
            [
              -76.9,
              46.81
            ],
            [
              -76.92,
              46.79
            ],
            [
              -76.96,
              46.79
            ],
            [
              -76.98,
              46.81
            ],
            [
              -76.98,
              46.83
            ],
            [
              -77.0,
              46.85
            ],
            [
              -76.98,
              46.86
            ]
          ]
        ]
      },
      "raw_probability": 0.0807,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "57511f86124ac0dff05e0d1cffbe2ee9d60b397f80b440277871451870fcd0ec",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0807,
        "probability": 0.000911,
        "confidence_lo": 0.000769,
        "confidence_hi": 0.000911,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "fdf327f0b68ca7c5579f8ff020a9bd8eff66b3a33f42db92411e132d2c03f6d2",
        "signature": {
          "alg": "ed25519",
          "sig": "bd76fd517a35826ad67a86cbef032068a76655b87008279ee6e17a7489729058586639db1942410afbedb57cfdb9aeeb7b9644c4430131e95c172cddb0881908"
        }
      },
      "receipt_sha256": "fdf327f0b68ca7c5579f8ff020a9bd8eff66b3a33f42db92411e132d2c03f6d2"
    },
    {
      "storm_id": "228485",
      "lat": 37.5343,
      "lon": -91.37,
      "motion_east": 7.1,
      "motion_south": 2.2,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4171.0,
      "ebshear": 26.0,
      "srh01": 21.0,
      "maxllaz": 0.001,
      "mesh": 0.96,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 21.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.6259
        },
        {
          "name": "alignment",
          "value": 3.4169
        },
        {
          "name": "tau",
          "value": 3.2787
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.08
      },
      "coherence_score": 3.2787437438964844,
      "coherence_diagnostics": {
        "tau": 3.2787437438964844,
        "grad_tau": 0.4202587902545929,
        "torsion": 0.0,
        "alignment": 3.416874647140503,
        "S_field": 1.3855410814285278,
        "Gamma_field": 0.4704854488372803,
        "S_over_Gamma": 2.944917917251587,
        "Da": 31.58858871459961,
        "E_coh": 0.9811535477638245,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -91.4,
              37.56
            ],
            [
              -91.35,
              37.56
            ],
            [
              -91.34,
              37.55
            ],
            [
              -91.34,
              37.52
            ],
            [
              -91.36,
              37.49
            ],
            [
              -91.4,
              37.5
            ],
            [
              -91.4,
              37.56
            ]
          ]
        ]
      },
      "raw_probability": 0.08,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "0324de9a0740394b5f3a40c88ccf0b084e4ffe915bb70c64f7751af85862c621",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.08,
        "probability": 0.000911,
        "confidence_lo": 0.000769,
        "confidence_hi": 0.000911,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c451bd4df626e03f3e5ccd54b3d7e6bf0de83bb63c043a5275dcd70e5952bad3",
        "signature": {
          "alg": "ed25519",
          "sig": "182702d42c6e05b8fad29a39d8e7ff8c53929b50eb912cb3eac3a692baa42642683bf9cef5adf800133aa00cb71f72016bf8d88d8322d3e1c0943f714c026309"
        }
      },
      "receipt_sha256": "c451bd4df626e03f3e5ccd54b3d7e6bf0de83bb63c043a5275dcd70e5952bad3"
    },
    {
      "storm_id": "228951",
      "lat": 50.347,
      "lon": -82.094,
      "motion_east": 7.8,
      "motion_south": 3.4,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 944.0,
      "ebshear": 20.0,
      "srh01": 36.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 36.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.6259
        },
        {
          "name": "alignment",
          "value": 1.1023
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0799
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.6110457181930542,
        "torsion": 0.0,
        "alignment": 1.1022891998291016,
        "S_field": 0.2595491111278534,
        "Gamma_field": 0.3163188099861145,
        "S_over_Gamma": 0.820530116558075,
        "Da": 18.208925247192383,
        "E_coh": 0.7847171425819397,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -82.1,
              50.38
            ],
            [
              -82.05,
              50.38
            ],
            [
              -82.03,
              50.36
            ],
            [
              -82.03,
              50.33
            ],
            [
              -82.08,
              50.3
            ],
            [
              -82.14,
              50.3
            ],
            [
              -82.15,
              50.31
            ],
            [
              -82.15,
              50.36
            ],
            [
              -82.11,
              50.37
            ],
            [
              -82.1,
              50.38
            ]
          ]
        ]
      },
      "raw_probability": 0.0799,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "b232a4a7bcaa590fd9c8fb8e7e865f9c79219b0648340de6f6a337a07f951669",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0799,
        "probability": 0.000911,
        "confidence_lo": 0.000769,
        "confidence_hi": 0.000911,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b89c58b26a443b5d4b4b2bae986c5e979d0203533fe449880959b362c395bccb",
        "signature": {
          "alg": "ed25519",
          "sig": "ea6c782efc978f1782b60b355a759cbeef449079eb1cb5cea32235fbebce15534e917ff1bfc566c556e8bbb459bd3efe6ed9d27bfa15908648cd15f8c454ab08"
        }
      },
      "receipt_sha256": "b89c58b26a443b5d4b4b2bae986c5e979d0203533fe449880959b362c395bccb"
    },
    {
      "storm_id": "228861",
      "lat": 43.754,
      "lon": -85.237,
      "motion_east": 3.8,
      "motion_south": 1.6,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1524.0,
      "ebshear": 42.0,
      "srh01": 43.0,
      "maxllaz": 0.004,
      "mesh": 0.22,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 43.0
        },
        {
          "name": "hrrr_pwat",
          "value": 26.5009
        },
        {
          "name": "alignment",
          "value": 1.7078
        },
        {
          "name": "tau",
          "value": 1.3664
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0795
      },
      "coherence_score": 1.3664493560791016,
      "coherence_diagnostics": {
        "tau": 1.3664493560791016,
        "grad_tau": 0.13001187145709991,
        "torsion": 0.0,
        "alignment": 1.7078392505645752,
        "S_field": 0.2286878526210785,
        "Gamma_field": 0.20381876826286316,
        "S_over_Gamma": 1.1220157146453857,
        "Da": 12.147939682006836,
        "E_coh": 0.43201854825019836,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -85.26,
              43.79
            ],
            [
              -85.22,
              43.79
            ],
            [
              -85.2,
              43.77
            ],
            [
              -85.2,
              43.72
            ],
            [
              -85.21,
              43.71
            ],
            [
              -85.23,
              43.71
            ],
            [
              -85.26,
              43.73
            ],
            [
              -85.26,
              43.76
            ],
            [
              -85.27,
              43.77
            ],
            [
              -85.26,
              43.79
            ]
          ]
        ]
      },
      "raw_probability": 0.0795,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "a795dd6492e3de35c6dce6d7d2e911e468b7d95ce3aeca9b35d754ca1c58eb58",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0795,
        "probability": 0.000911,
        "confidence_lo": 0.000769,
        "confidence_hi": 0.000911,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ab388b735ba0e0b7907230a9728585a20a6745dcd81883e761fa25d4b23da36f",
        "signature": {
          "alg": "ed25519",
          "sig": "6ab01295514933e5939f99ab0be96a7ecc65139412d765b1210f61cb0997ebf4fedcfbe88a6d84e33643c4f2f8258eaf0fc08e1e19e32398080b366f0404ed09"
        }
      },
      "receipt_sha256": "ab388b735ba0e0b7907230a9728585a20a6745dcd81883e761fa25d4b23da36f"
    },
    {
      "storm_id": "228766",
      "lat": 49.1729,
      "lon": -90.0264,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1056.0,
      "ebshear": 41.0,
      "srh01": 29.0,
      "maxllaz": 0.003,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 29.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.6259
        },
        {
          "name": "alignment",
          "value": 2.1023
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0786
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.4934895634651184,
        "torsion": 0.0,
        "alignment": 2.1022891998291016,
        "S_field": 0.3414868712425232,
        "Gamma_field": 0.24715210497379303,
        "S_over_Gamma": 1.381687045097351,
        "Da": 14.451284408569336,
        "E_coh": 0.7409670948982239,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -90.06,
              49.21
            ],
            [
              -90.01,
              49.21
            ],
            [
              -89.99,
              49.2
            ],
            [
              -90.0,
              49.19
            ],
            [
              -90.0,
              49.17
            ],
            [
              -89.99,
              49.16
            ],
            [
              -89.99,
              49.14
            ],
            [
              -90.0,
              49.13
            ],
            [
              -90.04,
              49.13
            ],
            [
              -90.06,
              49.14
            ],
            [
              -90.05,
              49.15
            ],
            [
              -90.05,
              49.18
            ],
            [
              -90.07,
              49.2
            ],
            [
              -90.06,
              49.21
            ]
          ]
        ]
      },
      "raw_probability": 0.0786,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "de77acc8c145d71bdc59f6fe4c34c6e67af3e5c232ccc3d3f22cb72a373fa842",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0786,
        "probability": 0.000911,
        "confidence_lo": 0.000769,
        "confidence_hi": 0.000911,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f15ad610061c46c57803184eea15149ed27469d7699bac97ccdeaf0bda17922d",
        "signature": {
          "alg": "ed25519",
          "sig": "e843ae7ae5a9b4aace17b5fb57cd1f0f1a995830cb87962901c42e26d864777d5ae8cd883cd4dc39da053d65d93b9497279fafb5a3a9f0f877741163dbfabb0b"
        }
      },
      "receipt_sha256": "f15ad610061c46c57803184eea15149ed27469d7699bac97ccdeaf0bda17922d"
    },
    {
      "storm_id": "228935",
      "lat": 38.0089,
      "lon": -92.5344,
      "motion_east": 2.9,
      "motion_south": 3.0,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4286.0,
      "ebshear": 25.0,
      "srh01": 37.0,
      "maxllaz": 0.001,
      "mesh": 0.4,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 37.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.0009
        },
        {
          "name": "alignment",
          "value": 2.4519
        },
        {
          "name": "tau",
          "value": 2.6783
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0779
      },
      "coherence_score": 2.678325891494751,
      "coherence_diagnostics": {
        "tau": 2.678325891494751,
        "grad_tau": 0.6876938939094543,
        "torsion": 0.0,
        "alignment": 2.4518542289733887,
        "S_field": 1.2470709085464478,
        "Gamma_field": 0.6063187718391418,
        "S_over_Gamma": 2.056790828704834,
        "Da": 38.33977508544922,
        "E_coh": 0.9469627737998962,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -92.57,
              38.04
            ],
            [
              -92.56,
              38.03
            ],
            [
              -92.54,
              38.04
            ],
            [
              -92.49,
              38.04
            ],
            [
              -92.49,
              37.97
            ],
            [
              -92.5,
              37.96
            ],
            [
              -92.53,
              37.96
            ],
            [
              -92.56,
              38.0
            ],
            [
              -92.57,
              38.04
            ]
          ]
        ]
      },
      "raw_probability": 0.0779,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "4c367288a83790319d9b926b6d7cc45d3f505fa033db87d72464ebe0c184c3e7",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0779,
        "probability": 0.000911,
        "confidence_lo": 0.000769,
        "confidence_hi": 0.000911,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9a4288dd084c6cf7520b9adcc13352e5fb580d11ca70a751ea52b51507d3cc99",
        "signature": {
          "alg": "ed25519",
          "sig": "d253dddc5987c0d65fc436f5cb58a32a5e039bf016f105a254c4f12cff75580fa3e942de74d88bc1914b5687dda448b24bc397341263cdcc325bb0ee5b479606"
        }
      },
      "receipt_sha256": "9a4288dd084c6cf7520b9adcc13352e5fb580d11ca70a751ea52b51507d3cc99"
    },
    {
      "storm_id": "228895",
      "lat": 38.054,
      "lon": -104.899,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 466.0,
      "ebshear": 19.0,
      "srh01": 39.0,
      "maxllaz": 0.01,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 39.0
        },
        {
          "name": "hrrr_pwat",
          "value": 30.5009
        },
        {
          "name": "alignment",
          "value": -1.5718
        },
        {
          "name": "tau",
          "value": 0.6206
        },
        {
          "name": "maxllaz",
          "value": 0.01
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0777
      },
      "coherence_score": 0.6205832958221436,
      "coherence_diagnostics": {
        "tau": 0.6205832958221436,
        "grad_tau": 0.05820794403553009,
        "torsion": 0.0,
        "alignment": -1.5718263387680054,
        "S_field": 0.36096590757369995,
        "Gamma_field": 0.6946521401405334,
        "S_over_Gamma": 0.5196354985237122,
        "Da": 41.19453048706055,
        "E_coh": 0.7272506952285767,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -104.92,
              38.09
            ],
            [
              -104.88,
              38.09
            ],
            [
              -104.86,
              38.07
            ],
            [
              -104.86,
              38.04
            ],
            [
              -104.87,
              38.02
            ],
            [
              -104.9,
              38.02
            ],
            [
              -104.92,
              38.01
            ],
            [
              -104.93,
              38.03
            ],
            [
              -104.93,
              38.08
            ],
            [
              -104.92,
              38.09
            ]
          ]
        ]
      },
      "raw_probability": 0.0777,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "38709471c7dddff55e8f158d63dffb297ed1d9c5549c2ff29526316a92b6c07f",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0777,
        "probability": 0.000911,
        "confidence_lo": 0.000769,
        "confidence_hi": 0.000911,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6a22f2609081ffd0dbf808680bf73a916ab1d410b3c3aefc1fe41b50b5adbe5f",
        "signature": {
          "alg": "ed25519",
          "sig": "efb0785dda05adc81277f57e588a58bcb1bdf87081e9dfed4c4a49b0d0d9be88380e747e6dba6d223677f195bf5db489b8a6c604b20fa6dbb32c7890be063307"
        }
      },
      "receipt_sha256": "6a22f2609081ffd0dbf808680bf73a916ab1d410b3c3aefc1fe41b50b5adbe5f"
    },
    {
      "storm_id": "228765",
      "lat": 49.2222,
      "lon": -90.6122,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 961.0,
      "ebshear": 39.0,
      "srh01": 41.0,
      "maxllaz": 0.003,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 41.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.3759
        },
        {
          "name": "alignment",
          "value": 2.0398
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0772
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.4209457039833069,
        "torsion": 0.0,
        "alignment": 2.0397891998291016,
        "S_field": 0.23333005607128143,
        "Gamma_field": 0.28715211153030396,
        "S_over_Gamma": 0.8125660419464111,
        "Da": 16.518226623535156,
        "E_coh": 0.5437620282173157,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -90.62,
              49.26
            ],
            [
              -90.59,
              49.26
            ],
            [
              -90.58,
              49.25
            ],
            [
              -90.58,
              49.19
            ],
            [
              -90.59,
              49.18
            ],
            [
              -90.65,
              49.18
            ],
            [
              -90.65,
              49.2
            ],
            [
              -90.63,
              49.22
            ],
            [
              -90.62,
              49.26
            ]
          ]
        ]
      },
      "raw_probability": 0.0772,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "d63ac74ca466d7a1f9ca41beb5028024e0a23a5533e60c9b9dc195717d099940",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0772,
        "probability": 0.000911,
        "confidence_lo": 0.000769,
        "confidence_hi": 0.000911,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4c0529343e9f47287468033c6f0876066a4e52ab7b89ea5c986a6c5d94cf7c11",
        "signature": {
          "alg": "ed25519",
          "sig": "7e593593e9718b9b1ec5826a7b972c9e20ac1d2b2d04dd5206423a8516176469a3d7a49ce32a6df8ce898764d33f6182e5f92ca8bf5f58a74ad104d908f61704"
        }
      },
      "receipt_sha256": "4c0529343e9f47287468033c6f0876066a4e52ab7b89ea5c986a6c5d94cf7c11"
    },
    {
      "storm_id": "228769",
      "lat": 48.7627,
      "lon": -90.5027,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 621.0,
      "ebshear": 32.0,
      "srh01": 36.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 36.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.3759
        },
        {
          "name": "alignment",
          "value": 2.0398
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0772
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.4209457039833069,
        "torsion": 0.0,
        "alignment": 2.0397891998291016,
        "S_field": 0.23333005607128143,
        "Gamma_field": 0.28715211153030396,
        "S_over_Gamma": 0.8125660419464111,
        "Da": 16.518226623535156,
        "E_coh": 0.5437620282173157,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -90.5,
              48.81
            ],
            [
              -90.46,
              48.77
            ],
            [
              -90.46,
              48.73
            ],
            [
              -90.47,
              48.72
            ],
            [
              -90.5,
              48.72
            ],
            [
              -90.52,
              48.73
            ],
            [
              -90.52,
              48.74
            ],
            [
              -90.54,
              48.76
            ],
            [
              -90.54,
              48.8
            ],
            [
              -90.52,
              48.8
            ],
            [
              -90.5,
              48.81
            ]
          ]
        ]
      },
      "raw_probability": 0.0772,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "d63ac74ca466d7a1f9ca41beb5028024e0a23a5533e60c9b9dc195717d099940",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0772,
        "probability": 0.000911,
        "confidence_lo": 0.000769,
        "confidence_hi": 0.000911,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4c0529343e9f47287468033c6f0876066a4e52ab7b89ea5c986a6c5d94cf7c11",
        "signature": {
          "alg": "ed25519",
          "sig": "7e593593e9718b9b1ec5826a7b972c9e20ac1d2b2d04dd5206423a8516176469a3d7a49ce32a6df8ce898764d33f6182e5f92ca8bf5f58a74ad104d908f61704"
        }
      },
      "receipt_sha256": "4c0529343e9f47287468033c6f0876066a4e52ab7b89ea5c986a6c5d94cf7c11"
    },
    {
      "storm_id": "228957",
      "lat": 49.0286,
      "lon": -89.1286,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 606.0,
      "ebshear": 38.0,
      "srh01": 43.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 43.0
        },
        {
          "name": "hrrr_pwat",
          "value": 22.7509
        },
        {
          "name": "alignment",
          "value": 2.4148
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0772
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.4649077355861664,
        "torsion": 0.0,
        "alignment": 2.4147891998291016,
        "S_field": 0.3938346207141876,
        "Gamma_field": 0.2646521031856537,
        "S_over_Gamma": 1.4881219863891602,
        "Da": 15.802284240722656,
        "E_coh": 0.7629354596138,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -89.13,
              49.06
            ],
            [
              -89.1,
              49.05
            ],
            [
              -89.1,
              48.99
            ],
            [
              -89.14,
              48.99
            ],
            [
              -89.15,
              49.0
            ],
            [
              -89.15,
              49.05
            ],
            [
              -89.13,
              49.06
            ]
          ]
        ]
      },
      "raw_probability": 0.0772,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "d63ac74ca466d7a1f9ca41beb5028024e0a23a5533e60c9b9dc195717d099940",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0772,
        "probability": 0.000911,
        "confidence_lo": 0.000769,
        "confidence_hi": 0.000911,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4c0529343e9f47287468033c6f0876066a4e52ab7b89ea5c986a6c5d94cf7c11",
        "signature": {
          "alg": "ed25519",
          "sig": "7e593593e9718b9b1ec5826a7b972c9e20ac1d2b2d04dd5206423a8516176469a3d7a49ce32a6df8ce898764d33f6182e5f92ca8bf5f58a74ad104d908f61704"
        }
      },
      "receipt_sha256": "4c0529343e9f47287468033c6f0876066a4e52ab7b89ea5c986a6c5d94cf7c11"
    },
    {
      "storm_id": "228491",
      "lat": 31.3783,
      "lon": -85.7992,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3137.0,
      "ebshear": 12.0,
      "srh01": 32.0,
      "maxllaz": 0.003,
      "mesh": 0.15,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 32.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.2509
        },
        {
          "name": "alignment",
          "value": -0.5843
        },
        {
          "name": "tau",
          "value": 4.1925
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0767
      },
      "coherence_score": 4.192533493041992,
      "coherence_diagnostics": {
        "tau": 4.192533493041992,
        "grad_tau": 0.3440006673336029,
        "torsion": 0.0,
        "alignment": -0.5843384265899658,
        "S_field": 1.0285807847976685,
        "Gamma_field": 0.33548545837402344,
        "S_over_Gamma": 3.0659475326538086,
        "Da": 21.37000274658203,
        "E_coh": 0.9861177802085876,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -85.78,
              31.43
            ],
            [
              -85.75,
              31.43
            ],
            [
              -85.74,
              31.42
            ],
            [
              -85.74,
              31.36
            ],
            [
              -85.8,
              31.33
            ],
            [
              -85.82,
              31.33
            ],
            [
              -85.83,
              31.34
            ],
            [
              -85.85,
              31.33
            ],
            [
              -85.85,
              31.36
            ],
            [
              -85.83,
              31.37
            ],
            [
              -85.82,
              31.41
            ],
            [
              -85.78,
              31.43
            ]
          ]
        ]
      },
      "raw_probability": 0.0767,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "5816246b6c1b610295978e22013e815c9cbe526fa7e5407932cfc8534a5c13d1",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0767,
        "probability": 0.000911,
        "confidence_lo": 0.000769,
        "confidence_hi": 0.000911,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3452cea3d37da3cd7fcf99e11177cfb84dc4d2ae54767d0375101beab0c68104",
        "signature": {
          "alg": "ed25519",
          "sig": "ff61db87f38afbb18b4aec03feb81f94ffd7344d3445a20ba4bfe953105755ca7b4c92e5ad6b4f18528685a54a3ed5d865b81816c13d93f61356830a50bb2a01"
        }
      },
      "receipt_sha256": "3452cea3d37da3cd7fcf99e11177cfb84dc4d2ae54767d0375101beab0c68104"
    },
    {
      "storm_id": "228666",
      "lat": 31.2329,
      "lon": -86.7436,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2265.0,
      "ebshear": 7.0,
      "srh01": 16.0,
      "maxllaz": 0.0,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 16.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.7509
        },
        {
          "name": "alignment",
          "value": -0.3585
        },
        {
          "name": "tau",
          "value": 4.3219
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0764
      },
      "coherence_score": 4.321949005126953,
      "coherence_diagnostics": {
        "tau": 4.321949005126953,
        "grad_tau": 0.4475622773170471,
        "torsion": 0.0,
        "alignment": -0.35851261019706726,
        "S_field": 1.1813055276870728,
        "Gamma_field": 0.3396521210670471,
        "S_over_Gamma": 3.4779865741729736,
        "Da": 20.5804443359375,
        "E_coh": 1.0062695741653442,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -86.78,
              31.27
            ],
            [
              -86.73,
              31.27
            ],
            [
              -86.72,
              31.26
            ],
            [
              -86.73,
              31.26
            ],
            [
              -86.74,
              31.25
            ],
            [
              -86.74,
              31.22
            ],
            [
              -86.7,
              31.2
            ],
            [
              -86.72,
              31.2
            ],
            [
              -86.73,
              31.19
            ],
            [
              -86.77,
              31.19
            ],
            [
              -86.77,
              31.21
            ],
            [
              -86.75,
              31.23
            ],
            [
              -86.75,
              31.24
            ],
            [
              -86.78,
              31.27
            ]
          ]
        ]
      },
      "raw_probability": 0.0764,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "69ff8a16e67001e9c3b879fb7e7f0105d2d9096c6b7bb233b7f67a6193597071",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0764,
        "probability": 0.000911,
        "confidence_lo": 0.000769,
        "confidence_hi": 0.000911,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "53df30107f9dd3417582d7871ae823329e6b14ed8077cd3363c57fa27609e485",
        "signature": {
          "alg": "ed25519",
          "sig": "c152e911a6dc58f07211f33fe43f6843ea6f4de85a67c18843b9d195c737b649853da42dfd20cb6076f4413fb64b3fc4fe87ba9e7235adb02fdd1e839e2dd707"
        }
      },
      "receipt_sha256": "53df30107f9dd3417582d7871ae823329e6b14ed8077cd3363c57fa27609e485"
    },
    {
      "storm_id": "227664",
      "lat": 47.975,
      "lon": -72.218,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1266.0,
      "ebshear": 26.0,
      "srh01": 37.0,
      "maxllaz": 0.007,
      "mesh": 0.27,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 37.0
        },
        {
          "name": "hrrr_pwat",
          "value": 20.7509
        },
        {
          "name": "alignment",
          "value": -0.0697
        },
        {
          "name": "tau",
          "value": 0.5936
        },
        {
          "name": "maxllaz",
          "value": 0.007
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0757
      },
      "coherence_score": 0.593551516532898,
      "coherence_diagnostics": {
        "tau": 0.593551516532898,
        "grad_tau": 0.19483031332492828,
        "torsion": 0.0,
        "alignment": -0.0696568489074707,
        "S_field": 0.13316848874092102,
        "Gamma_field": 0.25465211272239685,
        "S_over_Gamma": 0.5229427814483643,
        "Da": 14.484440803527832,
        "E_coh": 0.4462437033653259,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -72.23,
              48.01
            ],
            [
              -72.19,
              48.01
            ],
            [
              -72.19,
              47.98
            ],
            [
              -72.18,
              47.97
            ],
            [
              -72.19,
              47.94
            ],
            [
              -72.24,
              47.94
            ],
            [
              -72.25,
              47.95
            ],
            [
              -72.25,
              47.96
            ],
            [
              -72.23,
              47.98
            ],
            [
              -72.23,
              48.01
            ]
          ]
        ]
      },
      "raw_probability": 0.0757,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "98380c0c602d777f4575d18afc010f51b71a40fdffec6b18a48cf4153299d140",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0757,
        "probability": 0.000911,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000911,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "40bb1a0a71b6316d2a274006e32e9d022ebdf329fe0071680184155726ab33ce",
        "signature": {
          "alg": "ed25519",
          "sig": "8f306bae0a94a2ae3d190a15a6a23292b0d4d0c29a18447a5d87ae0b16c05faa22eca60ff069fd876f72461d6945f19a02d1088108aa3321a442ec63c9c45708"
        }
      },
      "receipt_sha256": "40bb1a0a71b6316d2a274006e32e9d022ebdf329fe0071680184155726ab33ce"
    },
    {
      "storm_id": "228196",
      "lat": 45.9635,
      "lon": -77.3871,
      "motion_east": 6.9,
      "motion_south": 1.6,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1125.0,
      "ebshear": 36.0,
      "srh01": 23.0,
      "maxllaz": 0.003,
      "mesh": 0.19,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 23.0
        },
        {
          "name": "hrrr_pwat",
          "value": 28.6259
        },
        {
          "name": "alignment",
          "value": -2.7985
        },
        {
          "name": "tau",
          "value": 1.2094
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0757
      },
      "coherence_score": 1.20936119556427,
      "coherence_diagnostics": {
        "tau": 1.20936119556427,
        "grad_tau": 0.02642693929374218,
        "torsion": 0.0,
        "alignment": -2.7985174655914307,
        "S_field": 0.4689161777496338,
        "Gamma_field": 0.29881876707077026,
        "S_over_Gamma": 1.569232702255249,
        "Da": 17.370105743408203,
        "E_coh": 0.7928863167762756,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -77.35,
              46.03
            ],
            [
              -77.31,
              46.0
            ],
            [
              -77.31,
              45.96
            ],
            [
              -77.3,
              45.95
            ],
            [
              -77.3,
              45.89
            ],
            [
              -77.31,
              45.88
            ],
            [
              -77.33,
              45.88
            ],
            [
              -77.36,
              45.92
            ],
            [
              -77.49,
              45.92
            ],
            [
              -77.5,
              45.93
            ],
            [
              -77.5,
              45.95
            ],
            [
              -77.47,
              45.98
            ],
            [
              -77.47,
              46.01
            ],
            [
              -77.44,
              46.01
            ],
            [
              -77.43,
              46.02
            ],
            [
              -77.36,
              46.02
            ],
            [
              -77.35,
              46.03
            ]
          ]
        ]
      },
      "raw_probability": 0.0757,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "98380c0c602d777f4575d18afc010f51b71a40fdffec6b18a48cf4153299d140",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0757,
        "probability": 0.000911,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000911,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "40bb1a0a71b6316d2a274006e32e9d022ebdf329fe0071680184155726ab33ce",
        "signature": {
          "alg": "ed25519",
          "sig": "8f306bae0a94a2ae3d190a15a6a23292b0d4d0c29a18447a5d87ae0b16c05faa22eca60ff069fd876f72461d6945f19a02d1088108aa3321a442ec63c9c45708"
        }
      },
      "receipt_sha256": "40bb1a0a71b6316d2a274006e32e9d022ebdf329fe0071680184155726ab33ce"
    },
    {
      "storm_id": "228956",
      "lat": 49.22,
      "lon": -80.09,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1163.0,
      "ebshear": 23.0,
      "srh01": 35.0,
      "maxllaz": 0.002,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 35.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.7509
        },
        {
          "name": "alignment",
          "value": 0.9148
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0757
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.5523251295089722,
        "torsion": 0.0,
        "alignment": 0.9147891998291016,
        "S_field": 0.348034143447876,
        "Gamma_field": 0.27298545837402344,
        "S_over_Gamma": 1.2749181985855103,
        "Da": 15.786541938781738,
        "E_coh": 0.7621690630912781,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -80.12,
              49.25
            ],
            [
              -80.07,
              49.25
            ],
            [
              -80.07,
              49.21
            ],
            [
              -80.06,
              49.2
            ],
            [
              -80.07,
              49.19
            ],
            [
              -80.12,
              49.19
            ],
            [
              -80.12,
              49.25
            ]
          ]
        ]
      },
      "raw_probability": 0.0757,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "98380c0c602d777f4575d18afc010f51b71a40fdffec6b18a48cf4153299d140",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0757,
        "probability": 0.000911,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000911,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "40bb1a0a71b6316d2a274006e32e9d022ebdf329fe0071680184155726ab33ce",
        "signature": {
          "alg": "ed25519",
          "sig": "8f306bae0a94a2ae3d190a15a6a23292b0d4d0c29a18447a5d87ae0b16c05faa22eca60ff069fd876f72461d6945f19a02d1088108aa3321a442ec63c9c45708"
        }
      },
      "receipt_sha256": "40bb1a0a71b6316d2a274006e32e9d022ebdf329fe0071680184155726ab33ce"
    },
    {
      "storm_id": "227580",
      "lat": 49.245,
      "lon": -79.9336,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1119.0,
      "ebshear": 22.0,
      "srh01": 41.0,
      "maxllaz": 0.002,
      "mesh": 0.27,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 41.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.7509
        },
        {
          "name": "alignment",
          "value": 0.9148
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0734
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.5523251295089722,
        "torsion": 0.0,
        "alignment": 0.9147891998291016,
        "S_field": 0.348034143447876,
        "Gamma_field": 0.27298545837402344,
        "S_over_Gamma": 1.2749181985855103,
        "Da": 15.786541938781738,
        "E_coh": 0.7621690630912781,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -79.96,
              49.3
            ],
            [
              -79.94,
              49.29
            ],
            [
              -79.91,
              49.29
            ],
            [
              -79.89,
              49.27
            ],
            [
              -79.87,
              49.23
            ],
            [
              -79.88,
              49.21
            ],
            [
              -79.9,
              49.21
            ],
            [
              -79.91,
              49.2
            ],
            [
              -79.92,
              49.21
            ],
            [
              -79.94,
              49.2
            ],
            [
              -79.97,
              49.2
            ],
            [
              -80.02,
              49.24
            ],
            [
              -80.0,
              49.28
            ],
            [
              -79.96,
              49.3
            ]
          ]
        ]
      },
      "raw_probability": 0.0734,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "2e61f8e7c7b7ddb52165353409c51ccfaf875a4769e147352268c4ad31c4c95e",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0734,
        "probability": 0.00077,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.00077,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2cc5cd0777157a65647b1b16a993c3d261d47d6215441dd8ac51e150592695e9",
        "signature": {
          "alg": "ed25519",
          "sig": "a5c009cd8b10ee23982aebed8e8b662913d1894f1d2fe55f9b8b57db3aa14a0489658e6da95b37afd887b6db439b8d8f2faf37ca29d65e90788a5a0093c8d10a"
        }
      },
      "receipt_sha256": "2cc5cd0777157a65647b1b16a993c3d261d47d6215441dd8ac51e150592695e9"
    },
    {
      "storm_id": "228988",
      "lat": 32.706,
      "lon": -115.373,
      "motion_east": 6.1,
      "motion_south": 1.8,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2968.0,
      "ebshear": 12.0,
      "srh01": 8.0,
      "maxllaz": 0.003,
      "mesh": 0.38,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 8.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.5009
        },
        {
          "name": "alignment",
          "value": -2.2967
        },
        {
          "name": "tau",
          "value": 0.5661
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0731
      },
      "coherence_score": 0.5660545825958252,
      "coherence_diagnostics": {
        "tau": 0.5660545825958252,
        "grad_tau": 0.0535803847014904,
        "torsion": 0.0,
        "alignment": -2.2967464923858643,
        "S_field": 0.10075104981660843,
        "Gamma_field": 0.15965209901332855,
        "S_over_Gamma": 0.6310662627220154,
        "Da": 9.558679580688477,
        "E_coh": 0.5255957245826721,
        "singularity_count": 0.0,
        "singularity_conditions_met": 0,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -115.4,
              32.75
            ],
            [
              -115.35,
              32.75
            ],
            [
              -115.33,
              32.74
            ],
            [
              -115.33,
              32.68
            ],
            [
              -115.34,
              32.67
            ],
            [
              -115.36,
              32.66
            ],
            [
              -115.4,
              32.66
            ],
            [
              -115.41,
              32.67
            ],
            [
              -115.41,
              32.73
            ],
            [
              -115.4,
              32.75
            ]
          ]
        ]
      },
      "raw_probability": 0.0731,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "68bbbe023ef959c8674280404bbbdf665829fc679000c55fe5eaf444b20dedc6",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0731,
        "probability": 0.00077,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.00077,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f3dda98c76384ae1ac10071ad785b04b4d6669fb5298f8586dd245e0cbfbcab7",
        "signature": {
          "alg": "ed25519",
          "sig": "6b205ee5985481d3256fc56b3a6818ae1a9d79d6dde3db87597b2e8f44e4acbfb9625e694adbd2a4de77655a2a8992ddf9e374377c04b3a73871a5cdc7580e07"
        }
      },
      "receipt_sha256": "f3dda98c76384ae1ac10071ad785b04b4d6669fb5298f8586dd245e0cbfbcab7"
    },
    {
      "storm_id": "228002",
      "lat": 39.8802,
      "lon": -103.4556,
      "motion_east": 6.1,
      "motion_south": -2.0,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1569.0,
      "ebshear": 36.0,
      "srh01": 48.0,
      "maxllaz": 0.005,
      "mesh": 0.28,
      "flash_rate": 5.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 48.0
        },
        {
          "name": "hrrr_pwat",
          "value": 26.1259
        },
        {
          "name": "alignment",
          "value": -0.2171
        },
        {
          "name": "tau",
          "value": 0.6084
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0727
      },
      "coherence_score": 0.6084318161010742,
      "coherence_diagnostics": {
        "tau": 0.6084318161010742,
        "grad_tau": 0.1020147055387497,
        "torsion": 0.0,
        "alignment": -0.2170788049697876,
        "S_field": 0.1340516358613968,
        "Gamma_field": 0.627985417842865,
        "S_over_Gamma": 0.2134629786014557,
        "Da": 35.12035369873047,
        "E_coh": 0.6832551956176758,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -103.38,
              40.04
            ],
            [
              -103.33,
              40.04
            ],
            [
              -103.31,
              40.03
            ],
            [
              -103.29,
              40.01
            ],
            [
              -103.29,
              39.98
            ],
            [
              -103.31,
              39.96
            ],
            [
              -103.33,
              39.96
            ],
            [
              -103.34,
              39.95
            ],
            [
              -103.36,
              39.95
            ],
            [
              -103.4,
              39.93
            ],
            [
              -103.43,
              39.9
            ],
            [
              -103.43,
              39.86
            ],
            [
              -103.41,
              39.84
            ],
            [
              -103.41,
              39.82
            ],
            [
              -103.43,
              39.79
            ],
            [
              -103.43,
              39.77
            ],
            [
              -103.45,
              39.76
            ],
            [
              -103.47,
              39.73
            ],
            [
              -103.46,
              39.72
            ],
            [
              -103.47,
              39.67
            ],
            [
              -103.5,
              39.65
            ],
            [
              -103.51,
              39.66
            ],
            [
              -103.54,
              39.66
            ],
            [
              -103.56,
              39.68
            ],
            [
              -103.56,
              39.71
            ],
            [
              -103.55,
              39.73
            ],
            [
              -103.58,
              39.76
            ],
            [
              -103.58,
              39.82
            ],
            [
              -103.52,
              39.85
            ],
            [
              -103.53,
              39.86
            ],
            [
              -103.55,
              39.86
            ],
            [
              -103.58,
              39.89
            ],
            [
              -103.59,
              39.94
            ],
            [
              -103.55,
              39.98
            ],
            [
              -103.54,
              39.98
            ],
            [
              -103.53,
              40.0
            ],
            [
              -103.51,
              39.99
            ],
            [
              -103.49,
              40.0
            ],
            [
              -103.46,
              40.0
            ],
            [
              -103.44,
              40.02
            ],
            [
              -103.42,
              40.03
            ],
            [
              -103.39,
              40.03
            ],
            [
              -103.38,
              40.04
            ]
          ]
        ]
      },
      "raw_probability": 0.0727,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "d22bd549ae4d0d76dcf81698cf5f2762df7d2d37b59f8644a8fe3d0ff90aaf19",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0727,
        "probability": 0.00077,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.00077,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a725a0326190f49c6d4e429853205a930da9d89be742f0f65285d3a4e9d48ac6",
        "signature": {
          "alg": "ed25519",
          "sig": "224665ee8851baec9ed24526346416d62a7aa580ba2139dab51bd862bb69356c5dea9c43b9fd09e73e0ccd2c90129c3a74636758f3f8c0a9c46a4abc2bfb6201"
        }
      },
      "receipt_sha256": "a725a0326190f49c6d4e429853205a930da9d89be742f0f65285d3a4e9d48ac6"
    },
    {
      "storm_id": "228371",
      "lat": 47.6956,
      "lon": -106.4756,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 212.0,
      "ebshear": 42.0,
      "srh01": 5.0,
      "maxllaz": 0.001,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 5.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.7509
        },
        {
          "name": "alignment",
          "value": -0.1101
        },
        {
          "name": "tau",
          "value": 0.4872
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0727
      },
      "coherence_score": 0.4872000217437744,
      "coherence_diagnostics": {
        "tau": 0.4872000217437744,
        "grad_tau": 0.1288805454969406,
        "torsion": 0.0,
        "alignment": -0.1100778877735138,
        "S_field": 0.1848047971725464,
        "Gamma_field": 0.20548543334007263,
        "S_over_Gamma": 0.8993571400642395,
        "Da": 12.184222221374512,
        "E_coh": 0.2889338731765747,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -106.46,
              47.73
            ],
            [
              -106.44,
              47.71
            ],
            [
              -106.44,
              47.67
            ],
            [
              -106.45,
              47.65
            ],
            [
              -106.5,
              47.65
            ],
            [
              -106.52,
              47.68
            ],
            [
              -106.53,
              47.72
            ],
            [
              -106.48,
              47.72
            ],
            [
              -106.46,
              47.73
            ]
          ]
        ]
      },
      "raw_probability": 0.0727,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "d22bd549ae4d0d76dcf81698cf5f2762df7d2d37b59f8644a8fe3d0ff90aaf19",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0727,
        "probability": 0.00077,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.00077,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a725a0326190f49c6d4e429853205a930da9d89be742f0f65285d3a4e9d48ac6",
        "signature": {
          "alg": "ed25519",
          "sig": "224665ee8851baec9ed24526346416d62a7aa580ba2139dab51bd862bb69356c5dea9c43b9fd09e73e0ccd2c90129c3a74636758f3f8c0a9c46a4abc2bfb6201"
        }
      },
      "receipt_sha256": "a725a0326190f49c6d4e429853205a930da9d89be742f0f65285d3a4e9d48ac6"
    },
    {
      "storm_id": "227666",
      "lat": 47.0391,
      "lon": -103.4209,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1116.0,
      "ebshear": 48.0,
      "srh01": 21.0,
      "maxllaz": 0.003,
      "mesh": 0.35,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 21.0
        },
        {
          "name": "hrrr_pwat",
          "value": 26.3759
        },
        {
          "name": "alignment",
          "value": 2.7316
        },
        {
          "name": "tau",
          "value": 0.5118
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0723
      },
      "coherence_score": 0.5118436813354492,
      "coherence_diagnostics": {
        "tau": 0.5118436813354492,
        "grad_tau": 0.02103566564619541,
        "torsion": 0.0,
        "alignment": 2.7315611839294434,
        "S_field": 0.3230125904083252,
        "Gamma_field": 0.6263187527656555,
        "S_over_Gamma": 0.515731930732727,
        "Da": 37.33033752441406,
        "E_coh": 0.09561211615800858,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -103.45,
              47.08
            ],
            [
              -103.4,
              47.08
            ],
            [
              -103.38,
              47.07
            ],
            [
              -103.36,
              47.05
            ],
            [
              -103.36,
              47.02
            ],
            [
              -103.39,
              46.99
            ],
            [
              -103.44,
              46.99
            ],
            [
              -103.46,
              47.0
            ],
            [
              -103.47,
              47.01
            ],
            [
              -103.47,
              47.06
            ],
            [
              -103.45,
              47.08
            ]
          ]
        ]
      },
      "raw_probability": 0.0723,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "f689d97d00e234512425e7e6796a98075868874a52ab2f8183e4b8a9b350e28c",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0723,
        "probability": 0.00077,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.00077,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "78bbbda082c8118106ed06a5e6bd6009802dfd6d346f2451f2b8f459a0e27e01",
        "signature": {
          "alg": "ed25519",
          "sig": "8ee46f61e68619c855f326ee5734cfa02776eab5ce1582a14c3b4c73a124c5bab8f3244e84bcaebf5fdebd17b91b705d28be0a2fb66eedbb88e8de44d253f305"
        }
      },
      "receipt_sha256": "78bbbda082c8118106ed06a5e6bd6009802dfd6d346f2451f2b8f459a0e27e01"
    },
    {
      "storm_id": "226209",
      "lat": 48.6744,
      "lon": -75.4767,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 732.0,
      "ebshear": 29.0,
      "srh01": 36.0,
      "maxllaz": 0.002,
      "mesh": 0.24,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 36.0
        },
        {
          "name": "hrrr_pwat",
          "value": 22.5009
        },
        {
          "name": "alignment",
          "value": 1.9663
        },
        {
          "name": "tau",
          "value": 0.4724
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0721
      },
      "coherence_score": 0.4724176526069641,
      "coherence_diagnostics": {
        "tau": 0.4724176526069641,
        "grad_tau": 0.39572927355766296,
        "torsion": 0.0,
        "alignment": 1.9663358926773071,
        "S_field": 0.20816808938980103,
        "Gamma_field": 0.25048545002937317,
        "S_over_Gamma": 0.8310586214065552,
        "Da": 15.033332824707031,
        "E_coh": 0.3771035969257355,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 5,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -75.5,
              48.7
            ],
            [
              -75.45,
              48.7
            ],
            [
              -75.44,
              48.69
            ],
            [
              -75.44,
              48.65
            ],
            [
              -75.45,
              48.64
            ],
            [
              -75.49,
              48.64
            ],
            [
              -75.51,
              48.66
            ],
            [
              -75.51,
              48.69
            ],
            [
              -75.5,
              48.7
            ]
          ]
        ]
      },
      "raw_probability": 0.0721,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "3383f97330e35a4475d8e0675c38c20ce2c08ef73fbd8ecc46d0235f24029afd",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0721,
        "probability": 0.00077,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.00077,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4b665da66d79d1d284006f0c3d134a760e29ef45a57fb81b51b0fbcc75163dcc",
        "signature": {
          "alg": "ed25519",
          "sig": "6bb41e1e7f9923047d35a49b825047b0bf4f0deccdd6a9a3845e89b953ee33dc187df4c1876c92843acbb192056ce41a47655848981611d30729259ae5073403"
        }
      },
      "receipt_sha256": "4b665da66d79d1d284006f0c3d134a760e29ef45a57fb81b51b0fbcc75163dcc"
    },
    {
      "storm_id": "228729",
      "lat": 40.0784,
      "lon": -103.6284,
      "motion_east": 5.9,
      "motion_south": -5.0,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1206.0,
      "ebshear": 26.0,
      "srh01": 33.0,
      "maxllaz": 0.007,
      "mesh": 0.26,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 33.0
        },
        {
          "name": "hrrr_pwat",
          "value": 26.1259
        },
        {
          "name": "alignment",
          "value": -0.2171
        },
        {
          "name": "tau",
          "value": 0.6084
        },
        {
          "name": "maxllaz",
          "value": 0.007
        }
      ],
      "model_scores": {
        "gbt_prob": 0.072
      },
      "coherence_score": 0.6084318161010742,
      "coherence_diagnostics": {
        "tau": 0.6084318161010742,
        "grad_tau": 0.1020147055387497,
        "torsion": 0.0,
        "alignment": -0.2170788049697876,
        "S_field": 0.1340516358613968,
        "Gamma_field": 0.627985417842865,
        "S_over_Gamma": 0.2134629786014557,
        "Da": 35.12035369873047,
        "E_coh": 0.6832551956176758,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -103.57,
              40.15
            ],
            [
              -103.55,
              40.15
            ],
            [
              -103.51,
              40.1
            ],
            [
              -103.51,
              40.07
            ],
            [
              -103.52,
              40.06
            ],
            [
              -103.53,
              40.02
            ],
            [
              -103.58,
              40.02
            ],
            [
              -103.63,
              40.05
            ],
            [
              -103.65,
              40.05
            ],
            [
              -103.67,
              40.03
            ],
            [
              -103.69,
              40.03
            ],
            [
              -103.7,
              40.04
            ],
            [
              -103.72,
              40.04
            ],
            [
              -103.75,
              40.07
            ],
            [
              -103.75,
              40.1
            ],
            [
              -103.71,
              40.13
            ],
            [
              -103.7,
              40.12
            ],
            [
              -103.63,
              40.11
            ],
            [
              -103.57,
              40.15
            ]
          ]
        ]
      },
      "raw_probability": 0.072,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "021bfc47589024bfb9a207943a1970ea129e7d843da0618135ffa93b456e7725",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.072,
        "probability": 0.00077,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.00077,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9a8d352e10a8c4c4304c5d22279f3796ed608eda1b121ff9f6a971b7c2de432a",
        "signature": {
          "alg": "ed25519",
          "sig": "364b226f1d071d72af114f40d5a121a78603789a656bf500eff942c1cae371a8da2d5430d9f8bd59fb8695d546cb622c2ba1294a2f06c388deb440ebbffc910d"
        }
      },
      "receipt_sha256": "9a8d352e10a8c4c4304c5d22279f3796ed608eda1b121ff9f6a971b7c2de432a"
    },
    {
      "storm_id": "228434",
      "lat": 31.3258,
      "lon": -115.39,
      "motion_east": 6.1,
      "motion_south": 1.8,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1574.0,
      "ebshear": 18.0,
      "srh01": 43.0,
      "maxllaz": 0.001,
      "mesh": 0.09,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 43.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.6259
        },
        {
          "name": "alignment",
          "value": 1.2706
        },
        {
          "name": "tau",
          "value": 0.5434
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0719
      },
      "coherence_score": 0.543401837348938,
      "coherence_diagnostics": {
        "tau": 0.543401837348938,
        "grad_tau": 0.04030521214008331,
        "torsion": 0.0,
        "alignment": 1.2706170082092285,
        "S_field": 0.078461192548275,
        "Gamma_field": 0.16381876170635223,
        "S_over_Gamma": 0.47895118594169617,
        "Da": 9.798566818237305,
        "E_coh": 0.3914737403392792,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -115.41,
              31.36
            ],
            [
              -115.37,
              31.36
            ],
            [
              -115.36,
              31.35
            ],
            [
              -115.36,
              31.34
            ],
            [
              -115.38,
              31.32
            ],
            [
              -115.37,
              31.3
            ],
            [
              -115.38,
              31.28
            ],
            [
              -115.4,
              31.28
            ],
            [
              -115.41,
              31.29
            ],
            [
              -115.41,
              31.33
            ],
            [
              -115.42,
              31.34
            ],
            [
              -115.41,
              31.36
            ]
          ]
        ]
      },
      "raw_probability": 0.0719,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "82ccbfec5c279081ffa6ff7f1634d21c8da48993342c345c426b55ff5612a56f",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0719,
        "probability": 0.00077,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.00077,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f6a11a69acde1f16f1098ee6225d8fdf69875ae497aea047ebe8e72af5d9d1f6",
        "signature": {
          "alg": "ed25519",
          "sig": "b8bd7422f6674aa37dcf9726412978bcb8c2d67026888b33871b97308748b6532915660c813b70136a8980888984e861dfcbb1b9052cdc7704ccb8114f7de80f"
        }
      },
      "receipt_sha256": "f6a11a69acde1f16f1098ee6225d8fdf69875ae497aea047ebe8e72af5d9d1f6"
    },
    {
      "storm_id": "228721",
      "lat": 45.11,
      "lon": -100.41,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2743.0,
      "ebshear": 43.0,
      "srh01": 25.0,
      "maxllaz": 0.006,
      "mesh": 0.52,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 25.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.1259
        },
        {
          "name": "alignment",
          "value": 3.968
        },
        {
          "name": "tau",
          "value": 1.1468
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0717
      },
      "coherence_score": 1.1468031406402588,
      "coherence_diagnostics": {
        "tau": 1.1468031406402588,
        "grad_tau": 0.39275097846984863,
        "torsion": 0.0,
        "alignment": 3.967977523803711,
        "S_field": 0.2636520564556122,
        "Gamma_field": 0.4521521329879761,
        "S_over_Gamma": 0.5831047296524048,
        "Da": 26.58354949951172,
        "E_coh": 0.10508805513381958,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -100.42,
              45.15
            ],
            [
              -100.39,
              45.15
            ],
            [
              -100.36,
              45.13
            ],
            [
              -100.36,
              45.09
            ],
            [
              -100.39,
              45.06
            ],
            [
              -100.43,
              45.06
            ],
            [
              -100.46,
              45.08
            ],
            [
              -100.46,
              45.12
            ],
            [
              -100.42,
              45.15
            ]
          ]
        ]
      },
      "raw_probability": 0.0717,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "ca685dd5689dcb273b569608d907becded634518be7e4dcc5284e202f1ae359d",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0717,
        "probability": 0.00077,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.00077,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "fa023f24f73cdf1b44a88a47f47c5b885dbdeec9d030123e2d8c11d16d8ce45d",
        "signature": {
          "alg": "ed25519",
          "sig": "4c4f3442c0da983178d0fbfeba24fcc7f7faf56ec668e1513eb17f7640ad69e00ff6898d4bff3674df71c1368ed53bdadfe5cd0e7576c4ce8685535cc7b5eb02"
        }
      },
      "receipt_sha256": "fa023f24f73cdf1b44a88a47f47c5b885dbdeec9d030123e2d8c11d16d8ce45d"
    },
    {
      "storm_id": "228889",
      "lat": 44.3685,
      "lon": -101.8928,
      "motion_east": 5.2,
      "motion_south": 0.0,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2262.0,
      "ebshear": 49.0,
      "srh01": 44.0,
      "maxllaz": 0.008,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 44.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.0009
        },
        {
          "name": "alignment",
          "value": 2.5274
        },
        {
          "name": "tau",
          "value": 0.8282
        },
        {
          "name": "maxllaz",
          "value": 0.008
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0709
      },
      "coherence_score": 0.8282023668289185,
      "coherence_diagnostics": {
        "tau": 0.8282023668289185,
        "grad_tau": 0.12542545795440674,
        "torsion": 0.0,
        "alignment": 2.5274248123168945,
        "S_field": 0.3122030198574066,
        "Gamma_field": 0.3896521329879761,
        "S_over_Gamma": 0.8012352585792542,
        "Da": 24.348981857299805,
        "E_coh": 0.5756182074546814,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -101.93,
              44.61
            ],
            [
              -101.89,
              44.61
            ],
            [
              -101.87,
              44.6
            ],
            [
              -101.87,
              44.55
            ],
            [
              -101.88,
              44.54
            ],
            [
              -101.85,
              44.52
            ],
            [
              -101.79,
              44.52
            ],
            [
              -101.76,
              44.55
            ],
            [
              -101.74,
              44.56
            ],
            [
              -101.71,
              44.56
            ],
            [
              -101.69,
              44.58
            ],
            [
              -101.69,
              44.59
            ],
            [
              -101.64,
              44.59
            ],
            [
              -101.6,
              44.56
            ],
            [
              -101.58,
              44.56
            ],
            [
              -101.57,
              44.54
            ],
            [
              -101.58,
              44.49
            ],
            [
              -101.61,
              44.47
            ],
            [
              -101.64,
              44.47
            ],
            [
              -101.65,
              44.46
            ],
            [
              -101.66,
              44.47
            ],
            [
              -101.66,
              44.53
            ],
            [
              -101.67,
              44.54
            ],
            [
              -101.73,
              44.55
            ],
            [
              -101.76,
              44.52
            ],
            [
              -101.76,
              44.49
            ],
            [
              -101.79,
              44.46
            ],
            [
              -101.79,
              44.4
            ],
            [
              -101.81,
              44.38
            ],
            [
              -101.73,
              44.29
            ],
            [
              -101.71,
              44.28
            ],
            [
              -101.68,
              44.28
            ],
            [
              -101.67,
              44.27
            ],
            [
              -101.59,
              44.27
            ],
            [
              -101.57,
              44.28
            ],
            [
              -101.51,
              44.35
            ],
            [
              -101.49,
              44.36
            ],
            [
              -101.45,
              44.36
            ],
            [
              -101.43,
              44.34
            ],
            [
              -101.43,
              44.3
            ],
            [
              -101.41,
              44.28
            ],
            [
              -101.4,
              44.22
            ],
            [
              -101.42,
              44.2
            ],
            [
              -101.44,
              44.2
            ],
            [
              -101.45,
              44.19
            ],
            [
              -101.62,
              44.19
            ],
            [
              -101.63,
              44.2
            ],
            [
              -101.67,
              44.2
            ],
            [
              -101.68,
              44.19
            ],
            [
              -101.71,
              44.19
            ],
            [
              -101.72,
              44.18
            ],
            [
              -101.89,
              44.18
            ],
            [
              -101.9,
              44.19
            ],
            [
              -101.92,
              44.19
            ],
            [
              -101.97,
              44.15
            ],
            [
              -102.12,
              44.15
            ],
            [
              -102.13,
              44.14
            ],
            [
              -102.18,
              44.14
            ],
            [
              -102.24,
              44.11
            ],
            [
              -102.25,
              44.09
            ],
            [
              -102.25,
              44.06
            ],
            [
              -102.26,
              44.05
            ],
            [
              -102.29,
              44.05
            ],
            [
              -102.29,
              44.11
            ],
            [
              -102.32,
              44.14
            ],
            [
              -102.33,
              44.14
            ],
            [
              -102.33,
              44.18
            ],
            [
              -102.29,
              44.21
            ],
            [
              -102.29,
              44.23
            ],
            [
              -102.25,
              44.28
            ],
            [
              -102.21,
              44.28
            ],
            [
              -102.2,
              44.29
            ],
            [
              -102.18,
              44.29
            ],
            [
              -102.14,
              44.34
            ],
            [
              -102.15,
              44.35
            ],
            [
              -102.14,
              44.37
            ],
            [
              -102.16,
              44.38
            ],
            [
              -102.16,
              44.39
            ],
            [
              -102.18,
              44.41
            ],
            [
              -102.21,
              44.39
            ],
            [
              -102.26,
              44.39
            ],
            [
              -102.27,
              44.4
            ],
            [
              -102.27,
              44.43
            ],
            [
              -102.24,
              44.46
            ],
            [
              -102.24,
              44.47
            ],
            [
              -102.23,
              44.47
            ],
            [
              -102.17,
              44.53
            ],
            [
              -102.15,
              44.53
            ],
            [
              -102.13,
              44.55
            ],
            [
              -102.09,
              44.53
            ],
            [
              -102.05,
              44.53
            ],
            [
              -102.0,
              44.5
            ],
            [
              -101.94,
              44.5
            ],
            [
              -101.92,
              44.52
            ],
            [
              -101.95,
              44.56
            ],
            [
              -101.95,
              44.59
            ],
            [
              -101.93,
              44.61
            ]
          ]
        ]
      },
      "raw_probability": 0.0709,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "3d7b22c61ad7509152bcddf2f7c3587a388e5cd4b02f53e07f079b29f52bc31a",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0709,
        "probability": 0.00077,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.00077,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "098afd32adf75c03606bc59b9edcd9d4f50fc64fd0b6e5d9b8b9e0b0d558bd6b",
        "signature": {
          "alg": "ed25519",
          "sig": "a96d71a1da9fdc9cc24ea3846262f64f250cea7c1bde2537409c70eb4579a80f9ee8689505f760d6c540b0b6f5eb55c4018faded81a5e776027245c495b1710a"
        }
      },
      "receipt_sha256": "098afd32adf75c03606bc59b9edcd9d4f50fc64fd0b6e5d9b8b9e0b0d558bd6b"
    },
    {
      "storm_id": "228784",
      "lat": 37.5215,
      "lon": -93.1231,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4045.0,
      "ebshear": 22.0,
      "srh01": 12.0,
      "maxllaz": 0.004,
      "mesh": 0.6,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 12.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.7509
        },
        {
          "name": "alignment",
          "value": 2.056
        },
        {
          "name": "tau",
          "value": 2.2778
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0706
      },
      "coherence_score": 2.277766704559326,
      "coherence_diagnostics": {
        "tau": 2.277766704559326,
        "grad_tau": 0.6294782161712646,
        "torsion": 0.0,
        "alignment": 2.055988311767578,
        "S_field": 1.3887667655944824,
        "Gamma_field": 0.4363187551498413,
        "S_over_Gamma": 3.182917833328247,
        "Da": 28.89078140258789,
        "E_coh": 0.9830251932144165,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -93.08,
              37.56
            ],
            [
              -93.08,
              37.53
            ],
            [
              -93.09,
              37.53
            ],
            [
              -93.11,
              37.51
            ],
            [
              -93.11,
              37.49
            ],
            [
              -93.12,
              37.48
            ],
            [
              -93.16,
              37.47
            ],
            [
              -93.18,
              37.49
            ],
            [
              -93.18,
              37.52
            ],
            [
              -93.17,
              37.54
            ],
            [
              -93.15,
              37.55
            ],
            [
              -93.09,
              37.55
            ],
            [
              -93.08,
              37.56
            ]
          ]
        ]
      },
      "raw_probability": 0.0706,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "55e0f0d9575191a75e83b5c7087142d12028a6266e0844fa5347e16d6a6423e1",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0706,
        "probability": 0.00077,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.00077,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6412cb4a89ebc96d98e32f43545fef4c181577b24e5bac1da95f1c7e08356f52",
        "signature": {
          "alg": "ed25519",
          "sig": "172f957980811e40bd01bc4fd44c2982ab7609f787174bdf26a9c278d5bc6aab2d9fd973d2b940ecab70b75f0097e6ced40aca27809e30f9c43ab8c69cd81d02"
        }
      },
      "receipt_sha256": "6412cb4a89ebc96d98e32f43545fef4c181577b24e5bac1da95f1c7e08356f52"
    },
    {
      "storm_id": "228577",
      "lat": 50.0043,
      "lon": -81.5179,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 917.0,
      "ebshear": 22.0,
      "srh01": 42.0,
      "maxllaz": 0.004,
      "mesh": 0.08,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 42.0
        },
        {
          "name": "hrrr_pwat",
          "value": 26.6259
        },
        {
          "name": "alignment",
          "value": -0.0227
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0705
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.571890652179718,
        "torsion": 0.0,
        "alignment": -0.022710800170898438,
        "S_field": 0.349247545003891,
        "Gamma_field": 0.2879854440689087,
        "S_over_Gamma": 1.212726354598999,
        "Da": 16.54250144958496,
        "E_coh": 0.7730250954627991,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.56,
              50.04
            ],
            [
              -81.48,
              50.04
            ],
            [
              -81.47,
              50.03
            ],
            [
              -81.48,
              50.02
            ],
            [
              -81.48,
              50.0
            ],
            [
              -81.46,
              49.98
            ],
            [
              -81.45,
              49.98
            ],
            [
              -81.49,
              49.96
            ],
            [
              -81.56,
              49.96
            ],
            [
              -81.57,
              49.97
            ],
            [
              -81.56,
              49.99
            ],
            [
              -81.56,
              50.02
            ],
            [
              -81.57,
              50.03
            ],
            [
              -81.56,
              50.04
            ]
          ]
        ]
      },
      "raw_probability": 0.0705,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "102b508b575c1184c9dc1d708d8ef5523309ec246b1646a6686b297b87222903",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0705,
        "probability": 0.00077,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.00077,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8a69e84bc68dd11d4889dd3196b53341b43dfc595e9b5de7432e1d2bbf3dd36e",
        "signature": {
          "alg": "ed25519",
          "sig": "052ec12e35079b52d8aac4a6cf45adeaca3a6d78336eb0f5c5e91a2e98a7791ec9d2c52e8613348d41d18bca7c240e046cc85d259b8551e27280b2edb787550b"
        }
      },
      "receipt_sha256": "8a69e84bc68dd11d4889dd3196b53341b43dfc595e9b5de7432e1d2bbf3dd36e"
    },
    {
      "storm_id": "228737",
      "lat": 37.7313,
      "lon": -114.2987,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1097.0,
      "ebshear": 13.0,
      "srh01": 57.0,
      "maxllaz": 0.002,
      "mesh": 0.25,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 57.0
        },
        {
          "name": "hrrr_pwat",
          "value": 25.0009
        },
        {
          "name": "alignment",
          "value": 1.9775
        },
        {
          "name": "tau",
          "value": 0.3324
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0705
      },
      "coherence_score": 0.33239221572875977,
      "coherence_diagnostics": {
        "tau": 0.33239221572875977,
        "grad_tau": 0.011820350773632526,
        "torsion": 0.0,
        "alignment": 1.9775028228759766,
        "S_field": 0.16998767852783203,
        "Gamma_field": 0.5421521067619324,
        "S_over_Gamma": 0.3135423958301544,
        "Da": 35.461978912353516,
        "E_coh": 0.5161299705505371,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -114.31,
              37.76
            ],
            [
              -114.26,
              37.76
            ],
            [
              -114.26,
              37.71
            ],
            [
              -114.28,
              37.7
            ],
            [
              -114.31,
              37.7
            ],
            [
              -114.33,
              37.72
            ],
            [
              -114.33,
              37.74
            ],
            [
              -114.31,
              37.76
            ]
          ]
        ]
      },
      "raw_probability": 0.0705,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "102b508b575c1184c9dc1d708d8ef5523309ec246b1646a6686b297b87222903",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0705,
        "probability": 0.00077,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.00077,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8a69e84bc68dd11d4889dd3196b53341b43dfc595e9b5de7432e1d2bbf3dd36e",
        "signature": {
          "alg": "ed25519",
          "sig": "052ec12e35079b52d8aac4a6cf45adeaca3a6d78336eb0f5c5e91a2e98a7791ec9d2c52e8613348d41d18bca7c240e046cc85d259b8551e27280b2edb787550b"
        }
      },
      "receipt_sha256": "8a69e84bc68dd11d4889dd3196b53341b43dfc595e9b5de7432e1d2bbf3dd36e"
    },
    {
      "storm_id": "227706",
      "lat": 48.3375,
      "lon": -76.1937,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 685.0,
      "ebshear": 25.0,
      "srh01": 28.0,
      "maxllaz": 0.002,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 28.0
        },
        {
          "name": "hrrr_pwat",
          "value": 23.0009
        },
        {
          "name": "alignment",
          "value": -0.5717
        },
        {
          "name": "tau",
          "value": 0.5293
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.07
      },
      "coherence_score": 0.5293402671813965,
      "coherence_diagnostics": {
        "tau": 0.5293402671813965,
        "grad_tau": 0.4293191134929657,
        "torsion": 0.0,
        "alignment": -0.5716750621795654,
        "S_field": 0.35624390840530396,
        "Gamma_field": 0.22965209186077118,
        "S_over_Gamma": 1.5512330532073975,
        "Da": 13.671123504638672,
        "E_coh": 0.7347794771194458,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -76.23,
              48.37
            ],
            [
              -76.16,
              48.37
            ],
            [
              -76.15,
              48.36
            ],
            [
              -76.15,
              48.32
            ],
            [
              -76.16,
              48.3
            ],
            [
              -76.23,
              48.3
            ],
            [
              -76.24,
              48.31
            ],
            [
              -76.23,
              48.37
            ]
          ]
        ]
      },
      "raw_probability": 0.07,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "685796163a92002afe23044db7fa02dcdcc149d4ff3807cdf3e569b7aeca514c",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.07,
        "probability": 0.00077,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.00077,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8698c20972c5a4c57b2ed447594636aad141020c4e6c45d641ceafb61f489037",
        "signature": {
          "alg": "ed25519",
          "sig": "2c180f16f84d6b604f931ca1d198adbfb58c0bed7e0b9e62e812fde1b8ebabed85e7e32390becd6069df1a37aeecb46b6620e7bf4190ffaf20aacbe66410f409"
        }
      },
      "receipt_sha256": "8698c20972c5a4c57b2ed447594636aad141020c4e6c45d641ceafb61f489037"
    },
    {
      "storm_id": "228918",
      "lat": 48.1889,
      "lon": -74.2567,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 674.0,
      "ebshear": 26.0,
      "srh01": 31.0,
      "maxllaz": 0.001,
      "mesh": 0.08,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 31.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.2509
        },
        {
          "name": "alignment",
          "value": 1.2721
        },
        {
          "name": "tau",
          "value": 0.4789
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0699
      },
      "coherence_score": 0.478935182094574,
      "coherence_diagnostics": {
        "tau": 0.478935182094574,
        "grad_tau": 0.39924436807632446,
        "torsion": 0.0,
        "alignment": 1.2721490859985352,
        "S_field": 0.31454235315322876,
        "Gamma_field": 0.24131876230239868,
        "S_over_Gamma": 1.3034310340881348,
        "Da": 13.999349594116211,
        "E_coh": 0.8413075804710388,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -74.27,
              48.22
            ],
            [
              -74.24,
              48.22
            ],
            [
              -74.22,
              48.2
            ],
            [
              -74.22,
              48.17
            ],
            [
              -74.23,
              48.15
            ],
            [
              -74.28,
              48.15
            ],
            [
              -74.29,
              48.17
            ],
            [
              -74.29,
              48.2
            ],
            [
              -74.27,
              48.22
            ]
          ]
        ]
      },
      "raw_probability": 0.0699,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "23b26b6fad9d24bc356d28f16f6c1006435a7d5c8ad3591c4d39dd92019e56df",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0699,
        "probability": 0.00077,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.00077,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7f94bae51106cb71b9b1b4963e43d62e143d729009d809de35b2e9267db13e8a",
        "signature": {
          "alg": "ed25519",
          "sig": "940e7cde66ed3d5a7f9ce866189f52dfd8efc677b4978783ea9f2eecd921aea5aa5de8868bdf519947e5a9d93252df05ad57834b0b4bb9a8b5de899d881fe704"
        }
      },
      "receipt_sha256": "7f94bae51106cb71b9b1b4963e43d62e143d729009d809de35b2e9267db13e8a"
    },
    {
      "storm_id": "228505",
      "lat": 44.941,
      "lon": -111.178,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 275.0,
      "ebshear": 10.0,
      "srh01": 44.0,
      "maxllaz": 0.002,
      "mesh": 0.4,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 44.0
        },
        {
          "name": "hrrr_pwat",
          "value": 18.2509
        },
        {
          "name": "alignment",
          "value": 0.062
        },
        {
          "name": "tau",
          "value": 0.3698
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0693
      },
      "coherence_score": 0.3697596788406372,
      "coherence_diagnostics": {
        "tau": 0.3697596788406372,
        "grad_tau": 0.0230882465839386,
        "torsion": 0.0,
        "alignment": 0.06198074668645859,
        "S_field": 0.13504411280155182,
        "Gamma_field": 0.4196521043777466,
        "S_over_Gamma": 0.3218001425266266,
        "Da": 24.92170524597168,
        "E_coh": 0.7908434867858887,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -111.2,
              44.97
            ],
            [
              -111.16,
              44.97
            ],
            [
              -111.16,
              44.96
            ],
            [
              -111.14,
              44.94
            ],
            [
              -111.14,
              44.92
            ],
            [
              -111.17,
              44.9
            ],
            [
              -111.19,
              44.9
            ],
            [
              -111.21,
              44.92
            ],
            [
              -111.21,
              44.96
            ],
            [
              -111.2,
              44.97
            ]
          ]
        ]
      },
      "raw_probability": 0.0693,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "939472aaf682a7fc001c9c107a103efe5a7a0e4c04939fd8ac94f90450d13674",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0693,
        "probability": 0.00077,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.00077,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0675767807b375dc73f80887dcc156d91de6f0b5e722dc45344b29282631d0d0",
        "signature": {
          "alg": "ed25519",
          "sig": "c1c416fc792140f05f260e83edf82e7cc9c8e390cd9ede296c5615f9ae5e37e532b089d5e62f314e1d33ed494cd0c2f4e07c39838b6d6f6e1cd2a58581fdff0e"
        }
      },
      "receipt_sha256": "0675767807b375dc73f80887dcc156d91de6f0b5e722dc45344b29282631d0d0"
    },
    {
      "storm_id": "228974",
      "lat": 38.2212,
      "lon": -106.445,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 614.0,
      "ebshear": 23.0,
      "srh01": 40.0,
      "maxllaz": 0.001,
      "mesh": 0.03,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 40.0
        },
        {
          "name": "hrrr_pwat",
          "value": 28.8759
        },
        {
          "name": "alignment",
          "value": 1.6019
        },
        {
          "name": "tau",
          "value": 0.488
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0691
      },
      "coherence_score": 0.48800066113471985,
      "coherence_diagnostics": {
        "tau": 0.48800066113471985,
        "grad_tau": 0.0151683259755373,
        "torsion": 0.0,
        "alignment": 1.601935863494873,
        "S_field": 0.11024695634841919,
        "Gamma_field": 0.6404854655265808,
        "S_over_Gamma": 0.1721303015947342,
        "Da": 39.0632438659668,
        "E_coh": 0.31450557708740234,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -106.45,
              38.25
            ],
            [
              -106.41,
              38.25
            ],
            [
              -106.4,
              38.19
            ],
            [
              -106.46,
              38.19
            ],
            [
              -106.47,
              38.2
            ],
            [
              -106.47,
              38.21
            ],
            [
              -106.45,
              38.23
            ],
            [
              -106.45,
              38.25
            ]
          ]
        ]
      },
      "raw_probability": 0.0691,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "9ff0ee775cfa8203c67b13c98941a2b2009a4bc5c50eb83be2af6dabb6961ce5",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0691,
        "probability": 0.00077,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.00077,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "95a83746c05ec103be50d0703e003482ac088e3bae94e0a6def2c3a70c442b92",
        "signature": {
          "alg": "ed25519",
          "sig": "54512fd6181f6132f15c71f98b32498e4845eeb76f342d1d92b3e05b643acecded55ebe97ac98111510f60fd655b786cbe0ef343d06cc4a20f6f78680da4d20e"
        }
      },
      "receipt_sha256": "95a83746c05ec103be50d0703e003482ac088e3bae94e0a6def2c3a70c442b92"
    },
    {
      "storm_id": "228445",
      "lat": 49.6827,
      "lon": -82.648,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1405.0,
      "ebshear": 25.0,
      "srh01": 37.0,
      "maxllaz": 0.004,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 37.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.6259
        },
        {
          "name": "alignment",
          "value": 1.1023
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0687
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.6110457181930542,
        "torsion": 0.0,
        "alignment": 1.1022891998291016,
        "S_field": 0.2595491111278534,
        "Gamma_field": 0.3163188099861145,
        "S_over_Gamma": 0.820530116558075,
        "Da": 18.208925247192383,
        "E_coh": 0.7847171425819397,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -82.65,
              49.74
            ],
            [
              -82.62,
              49.74
            ],
            [
              -82.6,
              49.73
            ],
            [
              -82.6,
              49.69
            ],
            [
              -82.59,
              49.68
            ],
            [
              -82.59,
              49.67
            ],
            [
              -82.63,
              49.62
            ],
            [
              -82.67,
              49.62
            ],
            [
              -82.68,
              49.63
            ],
            [
              -82.68,
              49.65
            ],
            [
              -82.7,
              49.66
            ],
            [
              -82.7,
              49.68
            ],
            [
              -82.68,
              49.69
            ],
            [
              -82.68,
              49.7
            ],
            [
              -82.65,
              49.74
            ]
          ]
        ]
      },
      "raw_probability": 0.0687,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "c197e8558436657e494dbd540e482ca92a339c14a45f7fa05c14ec521e39e482",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0687,
        "probability": 0.00077,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.00077,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "88c073ab47872a11de30ba84c0ed327759d465e0c78ae75d606dce5ee0562499",
        "signature": {
          "alg": "ed25519",
          "sig": "8660a2c54fca2a5336fa9ec3e4c3eb46ba6f327368970e45456ec0d652728ad25699c3811e03c9d9b22c958a57eadb363a71c46b5ce2455af45ec80c1b1e9406"
        }
      },
      "receipt_sha256": "88c073ab47872a11de30ba84c0ed327759d465e0c78ae75d606dce5ee0562499"
    },
    {
      "storm_id": "228262",
      "lat": 26.1163,
      "lon": -81.1813,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4721.0,
      "ebshear": 19.0,
      "srh01": 28.0,
      "maxllaz": 0.001,
      "mesh": 0.04,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 28.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.6259
        },
        {
          "name": "alignment",
          "value": -0.8779
        },
        {
          "name": "tau",
          "value": 1.9578
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0671
      },
      "coherence_score": 1.9577553272247314,
      "coherence_diagnostics": {
        "tau": 1.9577553272247314,
        "grad_tau": 1.6444029808044434,
        "torsion": 0.0,
        "alignment": -0.8778990507125854,
        "S_field": 1.200313925743103,
        "Gamma_field": 0.21048542857170105,
        "S_over_Gamma": 5.702598571777344,
        "Da": 13.457784652709961,
        "E_coh": 0.9846059083938599,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.18,
              26.15
            ],
            [
              -81.16,
              26.15
            ],
            [
              -81.15,
              26.14
            ],
            [
              -81.15,
              26.09
            ],
            [
              -81.17,
              26.07
            ],
            [
              -81.23,
              26.07
            ],
            [
              -81.23,
              26.11
            ],
            [
              -81.18,
              26.15
            ]
          ]
        ]
      },
      "raw_probability": 0.0671,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "13d36ed139bef39ab5aacd2846ca7320ede1961d9f8ee67c69c4473dd492e9c3",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0671,
        "probability": 0.00077,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.00077,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "31bb7c554be07e37e5275e18e57eff111b98cd46bee6fc3e257b132216679d48",
        "signature": {
          "alg": "ed25519",
          "sig": "22653da290fdb759f5fb1c27f56b5034b80cdcc1b93032e900c04d9f953f3e0c5c603c7edf9cfe7e74db8d29feccf259f56ac6a598d9210d44318760f41e550e"
        }
      },
      "receipt_sha256": "31bb7c554be07e37e5275e18e57eff111b98cd46bee6fc3e257b132216679d48"
    },
    {
      "storm_id": "227238",
      "lat": 49.3158,
      "lon": -92.8612,
      "motion_east": 9.0,
      "motion_south": 1.2,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 858.0,
      "ebshear": 34.0,
      "srh01": 29.0,
      "maxllaz": 0.004,
      "mesh": 0.29,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 29.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.1259
        },
        {
          "name": "alignment",
          "value": 1.7898
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0668
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.35586896538734436,
        "torsion": 0.0,
        "alignment": 1.7897891998291016,
        "S_field": 0.18280383944511414,
        "Gamma_field": 0.38215214014053345,
        "S_over_Gamma": 0.4783535599708557,
        "Da": 21.774967193603516,
        "E_coh": 0.43270543217658997,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -92.74,
              49.39
            ],
            [
              -92.72,
              49.38
            ],
            [
              -92.68,
              49.34
            ],
            [
              -92.68,
              49.32
            ],
            [
              -92.72,
              49.28
            ],
            [
              -92.77,
              49.28
            ],
            [
              -92.78,
              49.29
            ],
            [
              -92.87,
              49.29
            ],
            [
              -92.88,
              49.28
            ],
            [
              -92.88,
              49.26
            ],
            [
              -92.9,
              49.25
            ],
            [
              -92.96,
              49.26
            ],
            [
              -92.97,
              49.27
            ],
            [
              -93.02,
              49.27
            ],
            [
              -93.02,
              49.29
            ],
            [
              -93.01,
              49.29
            ],
            [
              -92.99,
              49.31
            ],
            [
              -92.99,
              49.33
            ],
            [
              -92.98,
              49.34
            ],
            [
              -92.94,
              49.34
            ],
            [
              -92.9,
              49.32
            ],
            [
              -92.86,
              49.32
            ],
            [
              -92.84,
              49.36
            ],
            [
              -92.8,
              49.38
            ],
            [
              -92.75,
              49.38
            ],
            [
              -92.74,
              49.39
            ]
          ]
        ]
      },
      "raw_probability": 0.0668,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "07e0c0b6e7f6d099fad68aba5b018ef3a00795f1dedc4cde58758c5393707cee",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0668,
        "probability": 0.00077,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.00077,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e51d691dd7104b6e031868a8d113b7596481073a0b7a1c3459fdb277ef5ec52d",
        "signature": {
          "alg": "ed25519",
          "sig": "7b4a3969826e00ddfe08190c08ab21a6f483500f3bc9a2ffc66e44b306e16f39e2dd09bf380e2c2697c00d3c74ad8b5d700f676484d41bdcc9a43a575553c106"
        }
      },
      "receipt_sha256": "e51d691dd7104b6e031868a8d113b7596481073a0b7a1c3459fdb277ef5ec52d"
    },
    {
      "storm_id": "227371",
      "lat": 49.86,
      "lon": -82.29,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1476.0,
      "ebshear": 24.0,
      "srh01": 43.0,
      "maxllaz": 0.004,
      "mesh": 0.35,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 43.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.6259
        },
        {
          "name": "alignment",
          "value": 1.1023
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0666
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.6110457181930542,
        "torsion": 0.0,
        "alignment": 1.1022891998291016,
        "S_field": 0.2595491111278534,
        "Gamma_field": 0.3163188099861145,
        "S_over_Gamma": 0.820530116558075,
        "Da": 18.208925247192383,
        "E_coh": 0.7847171425819397,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -82.3,
              49.89
            ],
            [
              -82.27,
              49.89
            ],
            [
              -82.26,
              49.88
            ],
            [
              -82.26,
              49.84
            ],
            [
              -82.27,
              49.83
            ],
            [
              -82.31,
              49.82
            ],
            [
              -82.32,
              49.83
            ],
            [
              -82.32,
              49.87
            ],
            [
              -82.3,
              49.89
            ]
          ]
        ]
      },
      "raw_probability": 0.0666,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "68be68af2b3fe30b4276fb007712e7a2fc21090426dd02cef7512d26126f27d1",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0666,
        "probability": 0.00077,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.00077,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ae5853c2043ca54a822782f802c8f453bdc5c4cbd737c29922011a108b54724e",
        "signature": {
          "alg": "ed25519",
          "sig": "ffa61f53ba928053e2746d343ffdaa7960fa693423ec32eb209ff600af8aeaea0a29f55da5574299700627b9ca6be8823850107a91251776faee4f733600bf09"
        }
      },
      "receipt_sha256": "ae5853c2043ca54a822782f802c8f453bdc5c4cbd737c29922011a108b54724e"
    },
    {
      "storm_id": "228460",
      "lat": 46.764,
      "lon": -110.302,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 836.0,
      "ebshear": 45.0,
      "srh01": 41.0,
      "maxllaz": 0.003,
      "mesh": 0.26,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 41.0
        },
        {
          "name": "hrrr_pwat",
          "value": 20.8759
        },
        {
          "name": "alignment",
          "value": -0.3628
        },
        {
          "name": "tau",
          "value": 0.3927
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0666
      },
      "coherence_score": 0.3927203416824341,
      "coherence_diagnostics": {
        "tau": 0.3927203416824341,
        "grad_tau": 0.0685853585600853,
        "torsion": 0.0,
        "alignment": -0.36279577016830444,
        "S_field": 0.13426969945430756,
        "Gamma_field": 0.4013187885284424,
        "S_over_Gamma": 0.3345711827278137,
        "Da": 24.56265640258789,
        "E_coh": 0.5716917514801025,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -110.31,
              46.8
            ],
            [
              -110.27,
              46.8
            ],
            [
              -110.27,
              46.76
            ],
            [
              -110.26,
              46.75
            ],
            [
              -110.27,
              46.73
            ],
            [
              -110.33,
              46.73
            ],
            [
              -110.34,
              46.74
            ],
            [
              -110.33,
              46.75
            ],
            [
              -110.33,
              46.78
            ],
            [
              -110.31,
              46.8
            ]
          ]
        ]
      },
      "raw_probability": 0.0666,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "68be68af2b3fe30b4276fb007712e7a2fc21090426dd02cef7512d26126f27d1",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0666,
        "probability": 0.00077,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.00077,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ae5853c2043ca54a822782f802c8f453bdc5c4cbd737c29922011a108b54724e",
        "signature": {
          "alg": "ed25519",
          "sig": "ffa61f53ba928053e2746d343ffdaa7960fa693423ec32eb209ff600af8aeaea0a29f55da5574299700627b9ca6be8823850107a91251776faee4f733600bf09"
        }
      },
      "receipt_sha256": "ae5853c2043ca54a822782f802c8f453bdc5c4cbd737c29922011a108b54724e"
    },
    {
      "storm_id": "228077",
      "lat": 49.4111,
      "lon": -91.5489,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1088.0,
      "ebshear": 37.0,
      "srh01": 38.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 38.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.7509
        },
        {
          "name": "alignment",
          "value": 1.9148
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0661
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.3722526431083679,
        "torsion": 0.0,
        "alignment": 1.9147891998291016,
        "S_field": 0.26119643449783325,
        "Gamma_field": 0.3021521270275116,
        "S_over_Gamma": 0.8644533753395081,
        "Da": 17.308032989501953,
        "E_coh": 0.6232803463935852,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -91.57,
              49.45
            ],
            [
              -91.55,
              49.45
            ],
            [
              -91.52,
              49.42
            ],
            [
              -91.52,
              49.41
            ],
            [
              -91.54,
              49.39
            ],
            [
              -91.53,
              49.37
            ],
            [
              -91.54,
              49.36
            ],
            [
              -91.6,
              49.4
            ],
            [
              -91.57,
              49.45
            ]
          ]
        ]
      },
      "raw_probability": 0.0661,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "290c28b330ec4f37400227dc0c5e1d9dcf6a7f2bd1d53a69e05a70df51b277f1",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0661,
        "probability": 0.00077,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.00077,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "cf100670dc66f773fd33054f7eee3c1f9fdbe665a378e7cd8f3df99eb965e46e",
        "signature": {
          "alg": "ed25519",
          "sig": "9364bac786da5cee860fcd85219e76e759e886f06a3610a4bd49f6a9f5c8710a448d253899e2913369665704bbc82ea5c5242b2bf91844e94eb7848fd5ca620c"
        }
      },
      "receipt_sha256": "cf100670dc66f773fd33054f7eee3c1f9fdbe665a378e7cd8f3df99eb965e46e"
    },
    {
      "storm_id": "228954",
      "lat": 50.0187,
      "lon": -82.0675,
      "motion_east": 6.5,
      "motion_south": 2.1,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1202.0,
      "ebshear": 21.0,
      "srh01": 41.0,
      "maxllaz": 0.003,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 41.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.6259
        },
        {
          "name": "alignment",
          "value": 1.1023
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0661
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.6110457181930542,
        "torsion": 0.0,
        "alignment": 1.1022891998291016,
        "S_field": 0.2595491111278534,
        "Gamma_field": 0.3163188099861145,
        "S_over_Gamma": 0.820530116558075,
        "Da": 18.208925247192383,
        "E_coh": 0.7847171425819397,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -82.09,
              50.05
            ],
            [
              -82.02,
              50.05
            ],
            [
              -82.02,
              50.0
            ],
            [
              -82.04,
              49.98
            ],
            [
              -82.08,
              49.98
            ],
            [
              -82.1,
              50.0
            ],
            [
              -82.1,
              50.04
            ],
            [
              -82.09,
              50.05
            ]
          ]
        ]
      },
      "raw_probability": 0.0661,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "290c28b330ec4f37400227dc0c5e1d9dcf6a7f2bd1d53a69e05a70df51b277f1",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0661,
        "probability": 0.00077,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.00077,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "cf100670dc66f773fd33054f7eee3c1f9fdbe665a378e7cd8f3df99eb965e46e",
        "signature": {
          "alg": "ed25519",
          "sig": "9364bac786da5cee860fcd85219e76e759e886f06a3610a4bd49f6a9f5c8710a448d253899e2913369665704bbc82ea5c5242b2bf91844e94eb7848fd5ca620c"
        }
      },
      "receipt_sha256": "cf100670dc66f773fd33054f7eee3c1f9fdbe665a378e7cd8f3df99eb965e46e"
    },
    {
      "storm_id": "228972",
      "lat": 41.7489,
      "lon": -104.9556,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 917.0,
      "ebshear": 31.0,
      "srh01": 16.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 16.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.2509
        },
        {
          "name": "alignment",
          "value": 2.3674
        },
        {
          "name": "tau",
          "value": 0.6148
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0648
      },
      "coherence_score": 0.6148455739021301,
      "coherence_diagnostics": {
        "tau": 0.6148455739021301,
        "grad_tau": 0.04870559647679329,
        "torsion": 0.0,
        "alignment": 2.3674073219299316,
        "S_field": 0.25497910380363464,
        "Gamma_field": 0.3346521258354187,
        "S_over_Gamma": 0.7619228363037109,
        "Da": 19.263771057128906,
        "E_coh": 0.3362668752670288,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -104.95,
              41.78
            ],
            [
              -104.93,
              41.78
            ],
            [
              -104.93,
              41.76
            ],
            [
              -104.95,
              41.74
            ],
            [
              -104.95,
              41.72
            ],
            [
              -104.96,
              41.71
            ],
            [
              -104.99,
              41.71
            ],
            [
              -104.99,
              41.76
            ],
            [
              -104.95,
              41.78
            ]
          ]
        ]
      },
      "raw_probability": 0.0648,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "2df8ce73348c3d46efeb0014ea842141d35b2643cef599603d1fa7deee3b5431",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0648,
        "probability": 0.00077,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.00077,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0e4094c046297ad138bcc9abb5f8977d4ef431b6e08aa577c4e18f1733eb9a25",
        "signature": {
          "alg": "ed25519",
          "sig": "179be0e871a75e64c1a30a0b89a2dafee12f23fbe64bd6c8ac4db1caf22ee33242efc489e7466a245e23b48e9a371a9d2b19b6c0d855a0d18d5adf53a9478e0e"
        }
      },
      "receipt_sha256": "0e4094c046297ad138bcc9abb5f8977d4ef431b6e08aa577c4e18f1733eb9a25"
    },
    {
      "storm_id": "228561",
      "lat": 36.927,
      "lon": -115.813,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 585.0,
      "ebshear": 13.0,
      "srh01": 39.0,
      "maxllaz": 0.002,
      "mesh": 0.62,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 39.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.7509
        },
        {
          "name": "alignment",
          "value": -0.8758
        },
        {
          "name": "tau",
          "value": 0.3056
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0639
      },
      "coherence_score": 0.3055535554885864,
      "coherence_diagnostics": {
        "tau": 0.3055535554885864,
        "grad_tau": 0.037319883704185486,
        "torsion": 0.0,
        "alignment": -0.8757979273796082,
        "S_field": 0.07377846539020538,
        "Gamma_field": 0.4704854488372803,
        "S_over_Gamma": 0.15681348741054535,
        "Da": 28.21140480041504,
        "E_coh": 0.2967625558376312,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -115.84,
              36.96
            ],
            [
              -115.77,
              36.96
            ],
            [
              -115.76,
              36.95
            ],
            [
              -115.76,
              36.9
            ],
            [
              -115.78,
              36.88
            ],
            [
              -115.82,
              36.88
            ],
            [
              -115.85,
              36.91
            ],
            [
              -115.85,
              36.93
            ],
            [
              -115.86,
              36.94
            ],
            [
              -115.84,
              36.96
            ]
          ]
        ]
      },
      "raw_probability": 0.0639,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "af3c1e3b9ef7bf2fd93ba705706598f2f63836a5b226e2e975b6528bffe12d56",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0639,
        "probability": 0.00077,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.00077,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "68ef33191fd6a3b75ce0bd308692d378f3482babbf71a68e3814594af46ad4cf",
        "signature": {
          "alg": "ed25519",
          "sig": "f72df666d93130b367ff13aa2f283e275e50ca6e0c54e48b2cf6a036d12bee0dfb72412a81f2f8d29cc1160061c2529805b67fc3604af4fa51be19377ea39609"
        }
      },
      "receipt_sha256": "68ef33191fd6a3b75ce0bd308692d378f3482babbf71a68e3814594af46ad4cf"
    },
    {
      "storm_id": "228585",
      "lat": 48.7036,
      "lon": -91.9155,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 483.0,
      "ebshear": 33.0,
      "srh01": 27.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 27.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.3759
        },
        {
          "name": "alignment",
          "value": 2.9864
        },
        {
          "name": "tau",
          "value": 0.3723
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0638
      },
      "coherence_score": 0.3722526431083679,
      "coherence_diagnostics": {
        "tau": 0.3722526431083679,
        "grad_tau": 0.3334270715713501,
        "torsion": 0.0,
        "alignment": 2.98643159866333,
        "S_field": 0.172655388712883,
        "Gamma_field": 0.3696520924568176,
        "S_over_Gamma": 0.467075377702713,
        "Da": 21.01342010498047,
        "E_coh": 0.25092241168022156,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -91.93,
              48.75
            ],
            [
              -91.89,
              48.74
            ],
            [
              -91.89,
              48.7
            ],
            [
              -91.88,
              48.69
            ],
            [
              -91.88,
              48.67
            ],
            [
              -91.89,
              48.66
            ],
            [
              -91.92,
              48.66
            ],
            [
              -91.96,
              48.68
            ],
            [
              -91.95,
              48.7
            ],
            [
              -91.95,
              48.74
            ],
            [
              -91.93,
              48.75
            ]
          ]
        ]
      },
      "raw_probability": 0.0638,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "050a729023091a21b7d601c7bc654dded753b76ea99c0c6283388d1fc7460805",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0638,
        "probability": 0.00077,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.00077,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "84e720ee7275685acc87da977fb881b074559879d49eb3f15869678a1f2f3554",
        "signature": {
          "alg": "ed25519",
          "sig": "fa22c7b94bf7566e01bbc3fa9f6738cab76eb1258afa256c37633c3a27c5b78e1c7843c510e1aeef04617ecba58389b5c7136c6cc176fd6a9974bf3d52ca7309"
        }
      },
      "receipt_sha256": "84e720ee7275685acc87da977fb881b074559879d49eb3f15869678a1f2f3554"
    },
    {
      "storm_id": "228818",
      "lat": 30.2378,
      "lon": -107.9367,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1562.0,
      "ebshear": 20.0,
      "srh01": 52.0,
      "maxllaz": 0.002,
      "mesh": 0.69,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 52.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.8759
        },
        {
          "name": "alignment",
          "value": 0.087
        },
        {
          "name": "tau",
          "value": 1.0093
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0636
      },
      "coherence_score": 1.0092990398406982,
      "coherence_diagnostics": {
        "tau": 1.0092990398406982,
        "grad_tau": 0.16841425001621246,
        "torsion": 0.0,
        "alignment": 0.08695225417613983,
        "S_field": 0.3695438802242279,
        "Gamma_field": 0.471318781375885,
        "S_over_Gamma": 0.7840635776519775,
        "Da": 28.299867630004883,
        "E_coh": 0.9647288918495178,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -107.95,
              30.28
            ],
            [
              -107.93,
              30.28
            ],
            [
              -107.89,
              30.24
            ],
            [
              -107.9,
              30.21
            ],
            [
              -107.92,
              30.19
            ],
            [
              -107.95,
              30.19
            ],
            [
              -107.97,
              30.21
            ],
            [
              -107.97,
              30.26
            ],
            [
              -107.95,
              30.28
            ]
          ]
        ]
      },
      "raw_probability": 0.0636,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "2d4e571ec6642a2e2765746ef80b4dd535e270db1ff8008ea54e0e5ac1acf4df",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0636,
        "probability": 0.00077,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.00077,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "22fc65003447a7545691a987590f4e2a2f4b5aa6138aeb8638aab0792a018ceb",
        "signature": {
          "alg": "ed25519",
          "sig": "f53f9860dfb97a32dc94a6fb3aa89f8ad4278856de6cf71f675331d4d58b11ea66d317538e40f6c1187827327cf0b747494a44fc32e122a72c555188c2494402"
        }
      },
      "receipt_sha256": "22fc65003447a7545691a987590f4e2a2f4b5aa6138aeb8638aab0792a018ceb"
    },
    {
      "storm_id": "228539",
      "lat": 28.5719,
      "lon": -77.0894,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4644.0,
      "ebshear": 12.0,
      "srh01": 26.0,
      "maxllaz": 0.0,
      "mesh": 0.11,
      "flash_rate": 6.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 26.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.6259
        },
        {
          "name": "alignment",
          "value": 1.4029
        },
        {
          "name": "tau",
          "value": 3.7626
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0633
      },
      "coherence_score": 3.7625794410705566,
      "coherence_diagnostics": {
        "tau": 3.7625794410705566,
        "grad_tau": 0.25161609053611755,
        "torsion": 0.0,
        "alignment": 1.4029138088226318,
        "S_field": 1.1564611196517944,
        "Gamma_field": 0.2513187825679779,
        "S_over_Gamma": 4.6015706062316895,
        "Da": 15.867765426635742,
        "E_coh": 0.9487529397010803,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -77.06,
              28.61
            ],
            [
              -77.02,
              28.6
            ],
            [
              -77.01,
              28.59
            ],
            [
              -77.01,
              28.55
            ],
            [
              -77.03,
              28.53
            ],
            [
              -77.06,
              28.53
            ],
            [
              -77.07,
              28.52
            ],
            [
              -77.17,
              28.52
            ],
            [
              -77.19,
              28.54
            ],
            [
              -77.19,
              28.58
            ],
            [
              -77.16,
              28.58
            ],
            [
              -77.12,
              28.6
            ],
            [
              -77.11,
              28.59
            ],
            [
              -77.1,
              28.6
            ],
            [
              -77.07,
              28.6
            ],
            [
              -77.06,
              28.61
            ]
          ]
        ]
      },
      "raw_probability": 0.0633,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "9f60df8b55a3e89c244a0f9a641b6ba640d17ba968636c349f116c511a4d18d0",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0633,
        "probability": 0.00077,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.00077,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d09a9cf2307d33224d15f91179d424c940f10630749a1862fd42c9539c65a3cd",
        "signature": {
          "alg": "ed25519",
          "sig": "b48a1526798a45a900ae4f028adbba670e17befade979d2dcdc5941fcbfb703ae50700d9a17b5db8d7d7b4f7da07e3169ab6c4cb3b98774e2fa662e74cc04003"
        }
      },
      "receipt_sha256": "d09a9cf2307d33224d15f91179d424c940f10630749a1862fd42c9539c65a3cd"
    },
    {
      "storm_id": "228092",
      "lat": 39.6461,
      "lon": -119.5361,
      "motion_east": 0.0,
      "motion_south": 1.7,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 420.0,
      "ebshear": 21.0,
      "srh01": 34.0,
      "maxllaz": 0.004,
      "mesh": 0.19,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 34.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.1259
        },
        {
          "name": "alignment",
          "value": 1.7048
        },
        {
          "name": "tau",
          "value": 0.5222
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.063
      },
      "coherence_score": 0.5221797227859497,
      "coherence_diagnostics": {
        "tau": 0.5221797227859497,
        "grad_tau": 0.06474579870700836,
        "torsion": 0.0,
        "alignment": 1.7047979831695557,
        "S_field": 0.18320590257644653,
        "Gamma_field": 0.15000000596046448,
        "S_over_Gamma": 1.2213726043701172,
        "Da": 8.84740924835205,
        "E_coh": 0.03994201868772507,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -119.58,
              39.74
            ],
            [
              -119.54,
              39.74
            ],
            [
              -119.51,
              39.72
            ],
            [
              -119.47,
              39.72
            ],
            [
              -119.43,
              39.69
            ],
            [
              -119.43,
              39.67
            ],
            [
              -119.41,
              39.64
            ],
            [
              -119.41,
              39.6
            ],
            [
              -119.42,
              39.59
            ],
            [
              -119.42,
              39.57
            ],
            [
              -119.46,
              39.53
            ],
            [
              -119.52,
              39.53
            ],
            [
              -119.54,
              39.55
            ],
            [
              -119.55,
              39.55
            ],
            [
              -119.58,
              39.59
            ],
            [
              -119.58,
              39.61
            ],
            [
              -119.61,
              39.64
            ],
            [
              -119.65,
              39.63
            ],
            [
              -119.69,
              39.65
            ],
            [
              -119.69,
              39.71
            ],
            [
              -119.67,
              39.72
            ],
            [
              -119.59,
              39.73
            ],
            [
              -119.58,
              39.74
            ]
          ]
        ]
      },
      "raw_probability": 0.063,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "324f5ab510e090b5edaaca3d228f99b86f39528fd976d6947597e7212928171f",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.063,
        "probability": 0.00077,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.00077,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "92f74cffb261d2f0f0c2ceb51a66824a7ad37f5d11f5300519721ea72b1fac1c",
        "signature": {
          "alg": "ed25519",
          "sig": "a5b3346ccbd4e2462b0877a7253a56a80812a07e1df1af2d95dfb0f1b0893e38fa43dc7f6cf2a0daa3d22ea4804cc99f941fc42a72062f2a110a9c7e955eae02"
        }
      },
      "receipt_sha256": "92f74cffb261d2f0f0c2ceb51a66824a7ad37f5d11f5300519721ea72b1fac1c"
    },
    {
      "storm_id": "228714",
      "lat": 48.1008,
      "lon": -83.6475,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1106.0,
      "ebshear": 31.0,
      "srh01": 31.0,
      "maxllaz": 0.001,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 31.0
        },
        {
          "name": "hrrr_pwat",
          "value": 23.2509
        },
        {
          "name": "alignment",
          "value": 1.2622
        },
        {
          "name": "tau",
          "value": 0.386
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.063
      },
      "coherence_score": 0.38602226972579956,
      "coherence_diagnostics": {
        "tau": 0.38602226972579956,
        "grad_tau": 0.3263252377510071,
        "torsion": 0.0,
        "alignment": 1.2621570825576782,
        "S_field": 0.21205410361289978,
        "Gamma_field": 0.3546521067619324,
        "S_over_Gamma": 0.5979214310646057,
        "Da": 20.97848129272461,
        "E_coh": 0.574512243270874,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.68,
              48.14
            ],
            [
              -83.66,
              48.14
            ],
            [
              -83.62,
              48.12
            ],
            [
              -83.6,
              48.1
            ],
            [
              -83.6,
              48.07
            ],
            [
              -83.62,
              48.07
            ],
            [
              -83.63,
              48.06
            ],
            [
              -83.64,
              48.07
            ],
            [
              -83.66,
              48.07
            ],
            [
              -83.69,
              48.1
            ],
            [
              -83.69,
              48.13
            ],
            [
              -83.68,
              48.14
            ]
          ]
        ]
      },
      "raw_probability": 0.063,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "324f5ab510e090b5edaaca3d228f99b86f39528fd976d6947597e7212928171f",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.063,
        "probability": 0.00077,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.00077,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "92f74cffb261d2f0f0c2ceb51a66824a7ad37f5d11f5300519721ea72b1fac1c",
        "signature": {
          "alg": "ed25519",
          "sig": "a5b3346ccbd4e2462b0877a7253a56a80812a07e1df1af2d95dfb0f1b0893e38fa43dc7f6cf2a0daa3d22ea4804cc99f941fc42a72062f2a110a9c7e955eae02"
        }
      },
      "receipt_sha256": "92f74cffb261d2f0f0c2ceb51a66824a7ad37f5d11f5300519721ea72b1fac1c"
    },
    {
      "storm_id": "228764",
      "lat": 49.341,
      "lon": -91.178,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 943.0,
      "ebshear": 36.0,
      "srh01": 31.0,
      "maxllaz": 0.003,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 31.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.7509
        },
        {
          "name": "alignment",
          "value": 1.9148
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.063
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.3722526431083679,
        "torsion": 0.0,
        "alignment": 1.9147891998291016,
        "S_field": 0.26119643449783325,
        "Gamma_field": 0.3021521270275116,
        "S_over_Gamma": 0.8644533753395081,
        "Da": 17.308032989501953,
        "E_coh": 0.6232803463935852,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -91.21,
              49.38
            ],
            [
              -91.13,
              49.38
            ],
            [
              -91.11,
              49.37
            ],
            [
              -91.11,
              49.32
            ],
            [
              -91.14,
              49.3
            ],
            [
              -91.2,
              49.3
            ],
            [
              -91.21,
              49.31
            ],
            [
              -91.23,
              49.31
            ],
            [
              -91.23,
              49.36
            ],
            [
              -91.21,
              49.38
            ]
          ]
        ]
      },
      "raw_probability": 0.063,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "324f5ab510e090b5edaaca3d228f99b86f39528fd976d6947597e7212928171f",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.063,
        "probability": 0.00077,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.00077,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "92f74cffb261d2f0f0c2ceb51a66824a7ad37f5d11f5300519721ea72b1fac1c",
        "signature": {
          "alg": "ed25519",
          "sig": "a5b3346ccbd4e2462b0877a7253a56a80812a07e1df1af2d95dfb0f1b0893e38fa43dc7f6cf2a0daa3d22ea4804cc99f941fc42a72062f2a110a9c7e955eae02"
        }
      },
      "receipt_sha256": "92f74cffb261d2f0f0c2ceb51a66824a7ad37f5d11f5300519721ea72b1fac1c"
    },
    {
      "storm_id": "227482",
      "lat": 47.5022,
      "lon": -106.6911,
      "motion_east": 5.8,
      "motion_south": 1.4,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 316.0,
      "ebshear": 43.0,
      "srh01": 4.0,
      "maxllaz": 0.002,
      "mesh": 0.22,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 4.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.7509
        },
        {
          "name": "alignment",
          "value": -0.1101
        },
        {
          "name": "tau",
          "value": 0.4872
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0628
      },
      "coherence_score": 0.4872000217437744,
      "coherence_diagnostics": {
        "tau": 0.4872000217437744,
        "grad_tau": 0.1288805454969406,
        "torsion": 0.0,
        "alignment": -0.1100778877735138,
        "S_field": 0.1848047971725464,
        "Gamma_field": 0.20548543334007263,
        "S_over_Gamma": 0.8993571400642395,
        "Da": 12.184222221374512,
        "E_coh": 0.2889338731765747,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -106.7,
              47.54
            ],
            [
              -106.68,
              47.54
            ],
            [
              -106.65,
              47.51
            ],
            [
              -106.65,
              47.48
            ],
            [
              -106.67,
              47.46
            ],
            [
              -106.71,
              47.46
            ],
            [
              -106.73,
              47.48
            ],
            [
              -106.73,
              47.51
            ],
            [
              -106.7,
              47.54
            ]
          ]
        ]
      },
      "raw_probability": 0.0628,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "9e1c8368db2ce9f9cf05bdba32c62d29d814cec6bdae00d8e19d3789f09d82dc",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0628,
        "probability": 0.00077,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.00077,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2640d315047982c89b1d85eeb99a29d9334b67b943a550f77b2664d660d50623",
        "signature": {
          "alg": "ed25519",
          "sig": "8502a1df672fb0507cbbb743635b2156af026e7c8cbf579f76a0b831a7daa28be915c68c59f338497f3a3ccbdfc011613272d4dba42714e54edc7bd834848d04"
        }
      },
      "receipt_sha256": "2640d315047982c89b1d85eeb99a29d9334b67b943a550f77b2664d660d50623"
    },
    {
      "storm_id": "228763",
      "lat": 49.6625,
      "lon": -77.8742,
      "motion_east": 6.9,
      "motion_south": 2.8,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1100.0,
      "ebshear": 23.0,
      "srh01": 25.0,
      "maxllaz": 0.001,
      "mesh": 0.08,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 25.0
        },
        {
          "name": "hrrr_pwat",
          "value": 23.5009
        },
        {
          "name": "alignment",
          "value": 0.1648
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0625
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.5746818780899048,
        "torsion": 0.0,
        "alignment": 0.16478919982910156,
        "S_field": 0.37675583362579346,
        "Gamma_field": 0.25965210795402527,
        "S_over_Gamma": 1.4510023593902588,
        "Da": 15.313623428344727,
        "E_coh": 0.6996475458145142,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -77.97,
              49.7
            ],
            [
              -77.85,
              49.7
            ],
            [
              -77.84,
              49.69
            ],
            [
              -77.82,
              49.69
            ],
            [
              -77.81,
              49.68
            ],
            [
              -77.8,
              49.63
            ],
            [
              -77.81,
              49.62
            ],
            [
              -77.84,
              49.62
            ],
            [
              -77.85,
              49.63
            ],
            [
              -77.96,
              49.64
            ],
            [
              -77.97,
              49.65
            ],
            [
              -77.97,
              49.7
            ]
          ]
        ]
      },
      "raw_probability": 0.0625,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "e452a95f61b21a03ce78eee95f15d2e611d4ee3926f614a6e9c6f70a79bdfa7d",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0625,
        "probability": 0.00077,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.00077,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d4f294c9613eee41ef8363416ed9cdbe245657778ee887fbda00a49fa1f0a21e",
        "signature": {
          "alg": "ed25519",
          "sig": "47bd5c182ee800b3de7b173ef95978175bc218f8914bccd180e90358b5c176f4defa3fba22b462c8d4b4f4d75de4489175b4ce0784ad453b2fde5472ab71e20b"
        }
      },
      "receipt_sha256": "d4f294c9613eee41ef8363416ed9cdbe245657778ee887fbda00a49fa1f0a21e"
    },
    {
      "storm_id": "226343",
      "lat": 46.5741,
      "lon": -99.7071,
      "motion_east": 7.5,
      "motion_south": 0.0,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1177.0,
      "ebshear": 42.0,
      "srh01": 12.0,
      "maxllaz": 0.006,
      "mesh": 1.89,
      "flash_rate": 12.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 12.0
        },
        {
          "name": "hrrr_pwat",
          "value": 27.6259
        },
        {
          "name": "alignment",
          "value": -1.0197
        },
        {
          "name": "tau",
          "value": 0.7686
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0623
      },
      "coherence_score": 0.7686198949813843,
      "coherence_diagnostics": {
        "tau": 0.7686198949813843,
        "grad_tau": 0.1815163642168045,
        "torsion": 0.0,
        "alignment": -1.019745945930481,
        "S_field": 0.24927346408367157,
        "Gamma_field": 0.5579854249954224,
        "S_over_Gamma": 0.4467383027076721,
        "Da": 33.56232833862305,
        "E_coh": 0.20139850676059723,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 5,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -99.8,
              46.63
            ],
            [
              -99.77,
              46.63
            ],
            [
              -99.76,
              46.62
            ],
            [
              -99.73,
              46.62
            ],
            [
              -99.72,
              46.61
            ],
            [
              -99.6,
              46.62
            ],
            [
              -99.55,
              46.58
            ],
            [
              -99.55,
              46.55
            ],
            [
              -99.6,
              46.51
            ],
            [
              -99.66,
              46.51
            ],
            [
              -99.67,
              46.52
            ],
            [
              -99.69,
              46.51
            ],
            [
              -99.74,
              46.51
            ],
            [
              -99.76,
              46.52
            ],
            [
              -99.81,
              46.57
            ],
            [
              -99.81,
              46.62
            ],
            [
              -99.8,
              46.63
            ]
          ]
        ]
      },
      "raw_probability": 0.0623,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "4557723dc7daae6e2b31f0d38e497de3300de59a926c26327c8afc1943faba3b",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0623,
        "probability": 0.00077,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.00077,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6c9b11548d4df144c0947d7f7a838a7f0db61cf2c76340d340d5fd791eda95b2",
        "signature": {
          "alg": "ed25519",
          "sig": "9b7be2d727939c67b0015cee4dfe7898515c603d0251af20b3fbe9b088c5c561c665e9d57ee5939f049762ffd7450e88360303195829772006a849b76c3b7c04"
        }
      },
      "receipt_sha256": "6c9b11548d4df144c0947d7f7a838a7f0db61cf2c76340d340d5fd791eda95b2"
    },
    {
      "storm_id": "228787",
      "lat": 31.3982,
      "lon": -85.1418,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3435.0,
      "ebshear": 14.0,
      "srh01": 28.0,
      "maxllaz": 0.003,
      "mesh": 0.22,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 28.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.3759
        },
        {
          "name": "alignment",
          "value": -1.9286
        },
        {
          "name": "tau",
          "value": 4.2001
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0617
      },
      "coherence_score": 4.200066566467285,
      "coherence_diagnostics": {
        "tau": 4.200066566467285,
        "grad_tau": 0.28016865253448486,
        "torsion": 0.0,
        "alignment": -1.9286020994186401,
        "S_field": 0.9722234010696411,
        "Gamma_field": 0.33798545598983765,
        "S_over_Gamma": 2.8765244483947754,
        "Da": 21.352672576904297,
        "E_coh": 0.9660506248474121,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -85.18,
              31.45
            ],
            [
              -85.16,
              31.45
            ],
            [
              -85.15,
              31.44
            ],
            [
              -85.1,
              31.44
            ],
            [
              -85.09,
              31.43
            ],
            [
              -85.08,
              31.41
            ],
            [
              -85.08,
              31.36
            ],
            [
              -85.09,
              31.36
            ],
            [
              -85.1,
              31.34
            ],
            [
              -85.14,
              31.33
            ],
            [
              -85.18,
              31.35
            ],
            [
              -85.17,
              31.36
            ],
            [
              -85.18,
              31.37
            ],
            [
              -85.18,
              31.4
            ],
            [
              -85.17,
              31.41
            ],
            [
              -85.18,
              31.42
            ],
            [
              -85.18,
              31.45
            ]
          ]
        ]
      },
      "raw_probability": 0.0617,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "10bc17d688b99839c004f31f54bc180b877c9ec431773ef2aaab99281e028b24",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0617,
        "probability": 0.00077,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.00077,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d0cdfb37b6845b7ec224483f2dbdcf618b9babf927e3415ea2c28e3eca8f1fd2",
        "signature": {
          "alg": "ed25519",
          "sig": "a58c4ec9bfe2207d6e62dc73cf88c16fbcbaf4dba607d444b59ef1baf7a6ed83d6008a93563af39efa1bdeccbd0dc4d6581d988287bfd44c177457c5f5ee3708"
        }
      },
      "receipt_sha256": "d0cdfb37b6845b7ec224483f2dbdcf618b9babf927e3415ea2c28e3eca8f1fd2"
    },
    {
      "storm_id": "228777",
      "lat": 45.671,
      "lon": -102.214,
      "motion_east": 6.2,
      "motion_south": 1.8,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1375.0,
      "ebshear": 54.0,
      "srh01": 22.0,
      "maxllaz": 0.003,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 22.0
        },
        {
          "name": "hrrr_pwat",
          "value": 29.8759
        },
        {
          "name": "alignment",
          "value": -1.1874
        },
        {
          "name": "tau",
          "value": 0.6338
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0616
      },
      "coherence_score": 0.6337984800338745,
      "coherence_diagnostics": {
        "tau": 0.6337984800338745,
        "grad_tau": 0.12941938638687134,
        "torsion": 0.0,
        "alignment": -1.1873736381530762,
        "S_field": 0.27242347598075867,
        "Gamma_field": 0.6213187575340271,
        "S_over_Gamma": 0.4384600818157196,
        "Da": 37.7322883605957,
        "E_coh": 0.452056884765625,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -102.23,
              45.7
            ],
            [
              -102.18,
              45.7
            ],
            [
              -102.16,
              45.69
            ],
            [
              -102.16,
              45.64
            ],
            [
              -102.17,
              45.63
            ],
            [
              -102.25,
              45.63
            ],
            [
              -102.26,
              45.64
            ],
            [
              -102.26,
              45.69
            ],
            [
              -102.24,
              45.69
            ],
            [
              -102.23,
              45.7
            ]
          ]
        ]
      },
      "raw_probability": 0.0616,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "b94020cd69ac7d175fc511436d003bede098f4a4fc340fa0f12ecff401a146a0",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0616,
        "probability": 0.00077,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.00077,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "40332ec28da1bde16da053dd46280315d98d7d66580713a2abbc824ee2fe0605",
        "signature": {
          "alg": "ed25519",
          "sig": "5faca15f73b72fe16394efd847de8ca29bc1d4b3db43ecc33315b969882f208127a3eb2a12639f35c85d1b9bef249b252ca08dbff2cbe402cbe9c58fc52afd01"
        }
      },
      "receipt_sha256": "40332ec28da1bde16da053dd46280315d98d7d66580713a2abbc824ee2fe0605"
    },
    {
      "storm_id": "228822",
      "lat": 49.5062,
      "lon": -91.7938,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 923.0,
      "ebshear": 35.0,
      "srh01": 28.0,
      "maxllaz": 0.002,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 28.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.7509
        },
        {
          "name": "alignment",
          "value": 1.9148
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0613
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.3722526431083679,
        "torsion": 0.0,
        "alignment": 1.9147891998291016,
        "S_field": 0.26119643449783325,
        "Gamma_field": 0.3021521270275116,
        "S_over_Gamma": 0.8644533753395081,
        "Da": 17.308032989501953,
        "E_coh": 0.6232803463935852,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -91.84,
              49.55
            ],
            [
              -91.8,
              49.55
            ],
            [
              -91.79,
              49.54
            ],
            [
              -91.75,
              49.53
            ],
            [
              -91.74,
              49.52
            ],
            [
              -91.74,
              49.49
            ],
            [
              -91.73,
              49.47
            ],
            [
              -91.75,
              49.45
            ],
            [
              -91.8,
              49.45
            ],
            [
              -91.82,
              49.46
            ],
            [
              -91.85,
              49.49
            ],
            [
              -91.87,
              49.53
            ],
            [
              -91.84,
              49.55
            ]
          ]
        ]
      },
      "raw_probability": 0.0613,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "3e4ce10e61ad540220d7cf3dde40f7df3223e57759e5f1ecf5c55d57373cee12",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0613,
        "probability": 0.00077,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.00077,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "de6f9663ff3a5b06f448ed20d510b0cfd9c2df99930589d5c9b876c54473093d",
        "signature": {
          "alg": "ed25519",
          "sig": "84393b58ef919a7ae5d520c66c6521a007e6ebcab6e78439a1f0189cfb6c7b5fe0fec2f5ef428ff7d1c46b09965b586004b86e0a25ff45ce0b1eb6dc13f40b01"
        }
      },
      "receipt_sha256": "de6f9663ff3a5b06f448ed20d510b0cfd9c2df99930589d5c9b876c54473093d"
    },
    {
      "storm_id": "228982",
      "lat": 35.2315,
      "lon": -107.1715,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 575.0,
      "ebshear": 21.0,
      "srh01": 44.0,
      "maxllaz": 0.002,
      "mesh": 0.24,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 44.0
        },
        {
          "name": "hrrr_pwat",
          "value": 30.2509
        },
        {
          "name": "alignment",
          "value": 0.6978
        },
        {
          "name": "tau",
          "value": 0.6905
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0611
      },
      "coherence_score": 0.6905228495597839,
      "coherence_diagnostics": {
        "tau": 0.6905228495597839,
        "grad_tau": 0.1266513466835022,
        "torsion": 0.0,
        "alignment": 0.6977533102035522,
        "S_field": 0.2805390954017639,
        "Gamma_field": 0.37715211510658264,
        "S_over_Gamma": 0.7438353896141052,
        "Da": 22.153181076049805,
        "E_coh": 0.800320029258728,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -107.21,
              35.26
            ],
            [
              -107.19,
              35.26
            ],
            [
              -107.17,
              35.24
            ],
            [
              -107.14,
              35.24
            ],
            [
              -107.13,
              35.25
            ],
            [
              -107.12,
              35.23
            ],
            [
              -107.12,
              35.2
            ],
            [
              -107.13,
              35.18
            ],
            [
              -107.19,
              35.18
            ],
            [
              -107.21,
              35.22
            ],
            [
              -107.21,
              35.24
            ],
            [
              -107.2,
              35.25
            ],
            [
              -107.21,
              35.26
            ]
          ]
        ]
      },
      "raw_probability": 0.0611,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "9ceb1bfee4826876491382b2d79c69fb19c44ae160a50b7caca57dbf0f9e85a0",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0611,
        "probability": 0.00077,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.00077,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c9e36e4af8ab534882ccaa3de198ab7e54b1c6bcead78300eff1c8695dc0d3bd",
        "signature": {
          "alg": "ed25519",
          "sig": "995372d53be32b086b792dc945fb37eae44fd622761a390dc4251b226c9d34062f1b4f546c4f980d593d67e72799b7f252e6c449662b579251017d4f7889b000"
        }
      },
      "receipt_sha256": "c9e36e4af8ab534882ccaa3de198ab7e54b1c6bcead78300eff1c8695dc0d3bd"
    },
    {
      "storm_id": "228965",
      "lat": 45.9092,
      "lon": -66.965,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 422.0,
      "ebshear": 27.0,
      "srh01": 19.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 19.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.8759
        },
        {
          "name": "alignment",
          "value": -3.4519
        },
        {
          "name": "tau",
          "value": 0.2665
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0608
      },
      "coherence_score": 0.26650041341781616,
      "coherence_diagnostics": {
        "tau": 0.26650041341781616,
        "grad_tau": 0.22263860702514648,
        "torsion": 0.0,
        "alignment": -3.451946973800659,
        "S_field": 0.14962604641914368,
        "Gamma_field": 0.17048543691635132,
        "S_over_Gamma": 0.8776471018791199,
        "Da": 10.5615873336792,
        "E_coh": 0.43777862191200256,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -66.98,
              45.95
            ],
            [
              -66.96,
              45.95
            ],
            [
              -66.92,
              45.93
            ],
            [
              -66.9,
              45.91
            ],
            [
              -66.9,
              45.87
            ],
            [
              -66.91,
              45.86
            ],
            [
              -66.97,
              45.86
            ],
            [
              -67.03,
              45.89
            ],
            [
              -67.03,
              45.9
            ],
            [
              -67.02,
              45.9
            ],
            [
              -66.98,
              45.94
            ],
            [
              -66.98,
              45.95
            ]
          ]
        ]
      },
      "raw_probability": 0.0608,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "4e58b681f083d99af21c518a001fb7d9c060854b093831fc801183d851ac1993",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0608,
        "probability": 0.00077,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.00077,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "df7056e31b1abdca44aa6ff62ba8ce21c93c55145b03d2099273a9da62e706c2",
        "signature": {
          "alg": "ed25519",
          "sig": "c1c38214a6aeebce8183497cacdd77e0f22dbeeaed8a1dfe70ce176f762a912640ac021e340b13d407a473ff697366b712957895d4d21b0224486ec13157ba03"
        }
      },
      "receipt_sha256": "df7056e31b1abdca44aa6ff62ba8ce21c93c55145b03d2099273a9da62e706c2"
    },
    {
      "storm_id": "228879",
      "lat": 33.8777,
      "lon": -87.1831,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3342.0,
      "ebshear": 11.0,
      "srh01": 17.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 17.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.7509
        },
        {
          "name": "alignment",
          "value": 1.6001
        },
        {
          "name": "tau",
          "value": 3.3539
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0607
      },
      "coherence_score": 3.353945255279541,
      "coherence_diagnostics": {
        "tau": 3.353945255279541,
        "grad_tau": 0.351978600025177,
        "torsion": 0.0,
        "alignment": 1.600108027458191,
        "S_field": 1.016060709953308,
        "Gamma_field": 0.3488187789916992,
        "S_over_Gamma": 2.9128613471984863,
        "Da": 23.594911575317383,
        "E_coh": 0.9890422821044922,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -87.2,
              33.92
            ],
            [
              -87.17,
              33.92
            ],
            [
              -87.16,
              33.91
            ],
            [
              -87.15,
              33.92
            ],
            [
              -87.14,
              33.9
            ],
            [
              -87.14,
              33.87
            ],
            [
              -87.16,
              33.84
            ],
            [
              -87.16,
              33.81
            ],
            [
              -87.22,
              33.81
            ],
            [
              -87.22,
              33.85
            ],
            [
              -87.23,
              33.86
            ],
            [
              -87.23,
              33.88
            ],
            [
              -87.2,
              33.92
            ]
          ]
        ]
      },
      "raw_probability": 0.0607,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "a05859cd372b623b108d7b5ec57baa0c9b9323378bba46753341ff13a042c815",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0607,
        "probability": 0.00077,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.00077,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "88ae033c49d38589462c2fc9be2f79bc8612d173dced68742d079178c9ee9097",
        "signature": {
          "alg": "ed25519",
          "sig": "02726a7556ae0618049389d4ea625ddd0a8d47727e5d2701096f25be0fabc58dcd2c5ab9cd44ce3be723072517b984abcbb74df36405ede56b885958341f4c05"
        }
      },
      "receipt_sha256": "88ae033c49d38589462c2fc9be2f79bc8612d173dced68742d079178c9ee9097"
    },
    {
      "storm_id": "227999",
      "lat": 44.3031,
      "lon": -100.8631,
      "motion_east": 1.0,
      "motion_south": 4.4,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2487.0,
      "ebshear": 56.0,
      "srh01": 31.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 31.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.6259
        },
        {
          "name": "alignment",
          "value": 2.6035
        },
        {
          "name": "tau",
          "value": 0.9544
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0605
      },
      "coherence_score": 0.9544143676757812,
      "coherence_diagnostics": {
        "tau": 0.9544143676757812,
        "grad_tau": 0.29816219210624695,
        "torsion": 0.0,
        "alignment": 2.603499412536621,
        "S_field": 0.2575708329677582,
        "Gamma_field": 0.5663188099861145,
        "S_over_Gamma": 0.45481595396995544,
        "Da": 35.15530014038086,
        "E_coh": 0.4049556851387024,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -100.89,
              44.36
            ],
            [
              -100.83,
              44.36
            ],
            [
              -100.82,
              44.35
            ],
            [
              -100.76,
              44.35
            ],
            [
              -100.75,
              44.34
            ],
            [
              -100.72,
              44.34
            ],
            [
              -100.69,
              44.32
            ],
            [
              -100.68,
              44.28
            ],
            [
              -100.73,
              44.24
            ],
            [
              -100.74,
              44.21
            ],
            [
              -100.78,
              44.19
            ],
            [
              -100.79,
              44.2
            ],
            [
              -100.82,
              44.2
            ],
            [
              -100.9,
              44.26
            ],
            [
              -100.95,
              44.27
            ],
            [
              -100.97,
              44.29
            ],
            [
              -100.98,
              44.29
            ],
            [
              -100.98,
              44.3
            ],
            [
              -101.01,
              44.33
            ],
            [
              -101.01,
              44.34
            ],
            [
              -101.0,
              44.34
            ],
            [
              -100.97,
              44.32
            ],
            [
              -100.95,
              44.34
            ],
            [
              -100.93,
              44.35
            ],
            [
              -100.9,
              44.35
            ],
            [
              -100.89,
              44.36
            ]
          ]
        ]
      },
      "raw_probability": 0.0605,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "03759e014470db4537bbecf9208e83c1d57e2c05c5178b0700bb4fabe2e3013d",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0605,
        "probability": 0.00077,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.00077,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5595f07b9c0ee4fd7640a94703077340f4886a5c9ff04d3f232fee24f3ee045f",
        "signature": {
          "alg": "ed25519",
          "sig": "68dbebf42e1449ec17f61ae85e52042076b55fd74352c8fd064a8673fa9ce288ce8ed807acca2979e42e70f6b26dc85b01921852ee3d2f70b7351115c59a7c08"
        }
      },
      "receipt_sha256": "5595f07b9c0ee4fd7640a94703077340f4886a5c9ff04d3f232fee24f3ee045f"
    },
    {
      "storm_id": "228865",
      "lat": 40.1725,
      "lon": -103.9408,
      "motion_east": 6.2,
      "motion_south": 0.0,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 575.0,
      "ebshear": 26.0,
      "srh01": 39.0,
      "maxllaz": 0.006,
      "mesh": 0.04,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 39.0
        },
        {
          "name": "hrrr_pwat",
          "value": 25.1259
        },
        {
          "name": "alignment",
          "value": 1.7302
        },
        {
          "name": "tau",
          "value": 0.5875
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0605
      },
      "coherence_score": 0.5875006914138794,
      "coherence_diagnostics": {
        "tau": 0.5875006914138794,
        "grad_tau": 0.053660597652196884,
        "torsion": 0.0,
        "alignment": 1.7302014827728271,
        "S_field": 0.16689743101596832,
        "Gamma_field": 0.5279854536056519,
        "S_over_Gamma": 0.3161023259162903,
        "Da": 29.970659255981445,
        "E_coh": 0.6281601786613464,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -103.95,
              40.22
            ],
            [
              -103.91,
              40.22
            ],
            [
              -103.89,
              40.21
            ],
            [
              -103.88,
              40.2
            ],
            [
              -103.88,
              40.16
            ],
            [
              -103.91,
              40.13
            ],
            [
              -103.95,
              40.11
            ],
            [
              -103.98,
              40.11
            ],
            [
              -104.0,
              40.13
            ],
            [
              -104.0,
              40.17
            ],
            [
              -103.99,
              40.19
            ],
            [
              -103.95,
              40.22
            ]
          ]
        ]
      },
      "raw_probability": 0.0605,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "03759e014470db4537bbecf9208e83c1d57e2c05c5178b0700bb4fabe2e3013d",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0605,
        "probability": 0.00077,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.00077,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5595f07b9c0ee4fd7640a94703077340f4886a5c9ff04d3f232fee24f3ee045f",
        "signature": {
          "alg": "ed25519",
          "sig": "68dbebf42e1449ec17f61ae85e52042076b55fd74352c8fd064a8673fa9ce288ce8ed807acca2979e42e70f6b26dc85b01921852ee3d2f70b7351115c59a7c08"
        }
      },
      "receipt_sha256": "5595f07b9c0ee4fd7640a94703077340f4886a5c9ff04d3f232fee24f3ee045f"
    },
    {
      "storm_id": "228699",
      "lat": 30.9756,
      "lon": -104.07,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1138.0,
      "ebshear": 12.0,
      "srh01": 31.0,
      "maxllaz": 0.001,
      "mesh": 0.27,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 31.0
        },
        {
          "name": "hrrr_pwat",
          "value": 28.3759
        },
        {
          "name": "alignment",
          "value": -2.0042
        },
        {
          "name": "tau",
          "value": 0.6641
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0602
      },
      "coherence_score": 0.6641342043876648,
      "coherence_diagnostics": {
        "tau": 0.6641342043876648,
        "grad_tau": 0.09045569598674774,
        "torsion": 0.0,
        "alignment": -2.0041990280151367,
        "S_field": 0.21125029027462006,
        "Gamma_field": 0.6004854440689087,
        "S_over_Gamma": 0.3517991900444031,
        "Da": 36.17196273803711,
        "E_coh": 0.7893368601799011,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -104.09,
              31.01
            ],
            [
              -104.07,
              31.01
            ],
            [
              -104.03,
              30.99
            ],
            [
              -104.02,
              30.96
            ],
            [
              -104.04,
              30.93
            ],
            [
              -104.09,
              30.93
            ],
            [
              -104.1,
              30.94
            ],
            [
              -104.1,
              31.0
            ],
            [
              -104.09,
              31.01
            ]
          ]
        ]
      },
      "raw_probability": 0.0602,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "47b64ec9d8e329665abdb0768265414501d8dcef9cec54b5bb00fc76d643b13b",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0602,
        "probability": 0.00077,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.00077,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a653f1c043a9cbd0cdadc4717a984c5fa6aca0d6b1892d4fcccf204a210d5b84",
        "signature": {
          "alg": "ed25519",
          "sig": "f3fd0ade6adc5124bd87324b63cd471246d8bc2317b2b9c103901899193adc0a4d8eddb22041b39239aceeeae2adcb45f8842e08f9e8b3829a7d509515bcf70f"
        }
      },
      "receipt_sha256": "a653f1c043a9cbd0cdadc4717a984c5fa6aca0d6b1892d4fcccf204a210d5b84"
    },
    {
      "storm_id": "228927",
      "lat": 43.754,
      "lon": -84.444,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1269.0,
      "ebshear": 44.0,
      "srh01": 18.0,
      "maxllaz": 0.005,
      "mesh": 0.21,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 18.0
        },
        {
          "name": "hrrr_pwat",
          "value": 27.0009
        },
        {
          "name": "alignment",
          "value": -0.4345
        },
        {
          "name": "tau",
          "value": 1.3221
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0601
      },
      "coherence_score": 1.3220529556274414,
      "coherence_diagnostics": {
        "tau": 1.3220529556274414,
        "grad_tau": 0.1559133529663086,
        "torsion": 0.0,
        "alignment": -0.4344632029533386,
        "S_field": 0.19413945078849792,
        "Gamma_field": 0.15715210139751434,
        "S_over_Gamma": 1.2353601455688477,
        "Da": 9.237028121948242,
        "E_coh": 0.5175329446792603,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.47,
              43.79
            ],
            [
              -84.4,
              43.79
            ],
            [
              -84.39,
              43.78
            ],
            [
              -84.4,
              43.74
            ],
            [
              -84.43,
              43.71
            ],
            [
              -84.46,
              43.71
            ],
            [
              -84.47,
              43.72
            ],
            [
              -84.47,
              43.75
            ],
            [
              -84.48,
              43.76
            ],
            [
              -84.47,
              43.79
            ]
          ]
        ]
      },
      "raw_probability": 0.0601,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "0a70c79cd9a754c1ecca89e00dd69e5f04ddd937fa8846b6121de9fff78199d2",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0601,
        "probability": 0.00077,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.00077,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d1592c14ff9b3d0ec9a5fc8a8dc756099dfcaf7b436506c0c16b5be2d1bc9b7c",
        "signature": {
          "alg": "ed25519",
          "sig": "fb9e06c0359ad730f565bf96339753c275a856c6464a457753b669b68ca2417a937342d1f12367ea31606eea15674c7d5164a8830eec144624b58047fd30e503"
        }
      },
      "receipt_sha256": "d1592c14ff9b3d0ec9a5fc8a8dc756099dfcaf7b436506c0c16b5be2d1bc9b7c"
    },
    {
      "storm_id": "228251",
      "lat": 33.978,
      "lon": -113.306,
      "motion_east": 2.9,
      "motion_south": 3.0,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1733.0,
      "ebshear": 13.0,
      "srh01": 30.0,
      "maxllaz": 0.002,
      "mesh": 0.5,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 30.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.6259
        },
        {
          "name": "alignment",
          "value": -1.8891
        },
        {
          "name": "tau",
          "value": 1.1728
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.06
      },
      "coherence_score": 1.1727521419525146,
      "coherence_diagnostics": {
        "tau": 1.1727521419525146,
        "grad_tau": 0.38451990485191345,
        "torsion": 0.0,
        "alignment": -1.8891371488571167,
        "S_field": 1.2524681091308594,
        "Gamma_field": 0.5504854321479797,
        "S_over_Gamma": 2.2752065658569336,
        "Da": 34.25486755371094,
        "E_coh": 1.0117460489273071,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -113.33,
              34.03
            ],
            [
              -113.28,
              34.03
            ],
            [
              -113.26,
              34.02
            ],
            [
              -113.26,
              33.94
            ],
            [
              -113.28,
              33.93
            ],
            [
              -113.32,
              33.93
            ],
            [
              -113.33,
              33.94
            ],
            [
              -113.33,
              33.96
            ],
            [
              -113.34,
              33.97
            ],
            [
              -113.33,
              34.03
            ]
          ]
        ]
      },
      "raw_probability": 0.06,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "e144021f145a0fc48199eb5dee36eb61eaff2475e79adcd43fff8643084a660b",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.06,
        "probability": 0.00077,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.00077,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a269f0827ed3bb67b8b1afd992363e6635624d95e6d7af178df274b1278e8207",
        "signature": {
          "alg": "ed25519",
          "sig": "0fec368f03ec325988547b44296bf1928b98db05af219f9c09e1690c689d53bb6efbe93748399987e86decd1097fe802279ac1a7e9c7cfca4997711e607e2409"
        }
      },
      "receipt_sha256": "a269f0827ed3bb67b8b1afd992363e6635624d95e6d7af178df274b1278e8207"
    },
    {
      "storm_id": "228675",
      "lat": 47.8389,
      "lon": -102.9744,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 347.0,
      "ebshear": 35.0,
      "srh01": 15.0,
      "maxllaz": 0.003,
      "mesh": 0.18,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 15.0
        },
        {
          "name": "hrrr_pwat",
          "value": 26.8759
        },
        {
          "name": "alignment",
          "value": 0.029
        },
        {
          "name": "tau",
          "value": 0.5141
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0598
      },
      "coherence_score": 0.5141288042068481,
      "coherence_diagnostics": {
        "tau": 0.5141288042068481,
        "grad_tau": 0.10848934948444366,
        "torsion": 0.0,
        "alignment": 0.029007524251937866,
        "S_field": 0.25946304202079773,
        "Gamma_field": 0.1629854291677475,
        "S_over_Gamma": 1.59194016456604,
        "Da": 9.334177017211914,
        "E_coh": 0.36131688952445984,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -102.99,
              47.87
            ],
            [
              -102.96,
              47.87
            ],
            [
              -102.94,
              47.85
            ],
            [
              -102.94,
              47.82
            ],
            [
              -102.96,
              47.8
            ],
            [
              -102.99,
              47.8
            ],
            [
              -103.0,
              47.81
            ],
            [
              -103.0,
              47.86
            ],
            [
              -102.99,
              47.87
            ]
          ]
        ]
      },
      "raw_probability": 0.0598,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "ba7278bec7600579180e3271032c980c0fdaa5974aa0730da4f42cf756bdbd28",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0598,
        "probability": 0.00077,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.00077,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d5d893695e17142d0c3bcc569869cbe4f2426a58b7f0da0d0fb1c65cf8e58ae0",
        "signature": {
          "alg": "ed25519",
          "sig": "7aa0c129ce3afa48a4cc935df9d821645b257cf7f52d58b1a8967c6317756cb0bc246290f75e26b8d8b8683293788ee0d78a1efeb7bd18905c38437caa945a02"
        }
      },
      "receipt_sha256": "d5d893695e17142d0c3bcc569869cbe4f2426a58b7f0da0d0fb1c65cf8e58ae0"
    },
    {
      "storm_id": "228900",
      "lat": 36.7883,
      "lon": -92.5125,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3371.0,
      "ebshear": 22.0,
      "srh01": 8.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 8.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.6259
        },
        {
          "name": "alignment",
          "value": 2.708
        },
        {
          "name": "tau",
          "value": 2.6638
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0597
      },
      "coherence_score": 2.663818120956421,
      "coherence_diagnostics": {
        "tau": 2.663818120956421,
        "grad_tau": 0.5990084409713745,
        "torsion": 0.0,
        "alignment": 2.707984209060669,
        "S_field": 1.1534795761108398,
        "Gamma_field": 0.4704854488372803,
        "S_over_Gamma": 2.4516797065734863,
        "Da": 30.910913467407227,
        "E_coh": 0.9841654300689697,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -92.58,
              36.81
            ],
            [
              -92.46,
              36.81
            ],
            [
              -92.45,
              36.79
            ],
            [
              -92.46,
              36.78
            ],
            [
              -92.46,
              36.76
            ],
            [
              -92.47,
              36.77
            ],
            [
              -92.51,
              36.77
            ],
            [
              -92.52,
              36.78
            ],
            [
              -92.54,
              36.78
            ],
            [
              -92.55,
              36.8
            ],
            [
              -92.57,
              36.8
            ],
            [
              -92.58,
              36.81
            ]
          ]
        ]
      },
      "raw_probability": 0.0597,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "6cc6b9c7dc4d3bf014df906aef7584c21844f473c21178be26a50e7f8e38f645",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0597,
        "probability": 0.00077,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.00077,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ed9da1cdfd0913314afdd4939305ffe2f0d93da3204d41f6cb48aac93dc4169c",
        "signature": {
          "alg": "ed25519",
          "sig": "c144576d21e68f8f69b2ca31e58072a72387e2ba514732a2fd2ce8d8614c3ca3a9b2c16035b7b180123802258c1ee28be6401dfe4e176babed4887863d0ef503"
        }
      },
      "receipt_sha256": "ed9da1cdfd0913314afdd4939305ffe2f0d93da3204d41f6cb48aac93dc4169c"
    },
    {
      "storm_id": "228676",
      "lat": 47.42,
      "lon": -107.0536,
      "motion_east": 3.6,
      "motion_south": -1.0,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 548.0,
      "ebshear": 42.0,
      "srh01": 6.0,
      "maxllaz": 0.003,
      "mesh": 0.21,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 6.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.7509
        },
        {
          "name": "alignment",
          "value": -0.1101
        },
        {
          "name": "tau",
          "value": 0.4872
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0594
      },
      "coherence_score": 0.4872000217437744,
      "coherence_diagnostics": {
        "tau": 0.4872000217437744,
        "grad_tau": 0.1288805454969406,
        "torsion": 0.0,
        "alignment": -0.1100778877735138,
        "S_field": 0.1848047971725464,
        "Gamma_field": 0.20548543334007263,
        "S_over_Gamma": 0.8993571400642395,
        "Da": 12.184222221374512,
        "E_coh": 0.2889338731765747,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -107.11,
              47.47
            ],
            [
              -106.97,
              47.47
            ],
            [
              -106.94,
              47.44
            ],
            [
              -106.94,
              47.39
            ],
            [
              -106.99,
              47.34
            ],
            [
              -107.07,
              47.35
            ],
            [
              -107.1,
              47.38
            ],
            [
              -107.1,
              47.41
            ],
            [
              -107.13,
              47.44
            ],
            [
              -107.13,
              47.46
            ],
            [
              -107.11,
              47.47
            ]
          ]
        ]
      },
      "raw_probability": 0.0594,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "353fa0a45dc4a6ca6583c44c26871bcff55e4e50fea5a994f24ae929679b3e26",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0594,
        "probability": 0.00077,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.00077,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8a6829ef4334e9e393fd3e7335f83e2885b7a394a64a571ed645d86c87341362",
        "signature": {
          "alg": "ed25519",
          "sig": "a08a833e1a8dda94774741136db09bf79bf535ab1eb9a308cfb4f98f0697ae2609b0a5919daffe787f5d177cbf25062045174cf55d5a9fc9cb56b96e2d151706"
        }
      },
      "receipt_sha256": "8a6829ef4334e9e393fd3e7335f83e2885b7a394a64a571ed645d86c87341362"
    },
    {
      "storm_id": "228306",
      "lat": 30.4033,
      "lon": -103.5322,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1417.0,
      "ebshear": 12.0,
      "srh01": 45.0,
      "maxllaz": 0.001,
      "mesh": 0.64,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 45.0
        },
        {
          "name": "hrrr_pwat",
          "value": 26.6259
        },
        {
          "name": "alignment",
          "value": 0.8649
        },
        {
          "name": "tau",
          "value": 0.7024
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0592
      },
      "coherence_score": 0.7023622989654541,
      "coherence_diagnostics": {
        "tau": 0.7023622989654541,
        "grad_tau": 0.07486559450626373,
        "torsion": 0.0,
        "alignment": 0.8649371862411499,
        "S_field": 0.16114649176597595,
        "Gamma_field": 0.5346521139144897,
        "S_over_Gamma": 0.3014043867588043,
        "Da": 35.5664176940918,
        "E_coh": 0.6736708283424377,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -103.55,
              30.43
            ],
            [
              -103.51,
              30.43
            ],
            [
              -103.5,
              30.42
            ],
            [
              -103.5,
              30.38
            ],
            [
              -103.51,
              30.37
            ],
            [
              -103.55,
              30.37
            ],
            [
              -103.56,
              30.38
            ],
            [
              -103.56,
              30.42
            ],
            [
              -103.55,
              30.43
            ]
          ]
        ]
      },
      "raw_probability": 0.0592,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "c89e6858f5fa5fd5c42ac54dd146f061cc6b3e09e7b4d9654c81dfd7ef5b160d",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0592,
        "probability": 0.00077,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.00077,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d5a94b11b9a9bce08c8001286b67ba9e46a10824abbdceee680947b2d49decc5",
        "signature": {
          "alg": "ed25519",
          "sig": "5d5dfe013288caa7f1d1b1be80a3242a94a178928db654610847bab2dd94dc18575a110ed89b6086e9aac9c392ac869d19565642cf9f08365b43b63fa0301d05"
        }
      },
      "receipt_sha256": "d5a94b11b9a9bce08c8001286b67ba9e46a10824abbdceee680947b2d49decc5"
    },
    {
      "storm_id": "227538",
      "lat": 45.8862,
      "lon": -99.5775,
      "motion_east": 6.5,
      "motion_south": 0.0,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1354.0,
      "ebshear": 36.0,
      "srh01": 1.0,
      "maxllaz": 0.014,
      "mesh": 1.44,
      "flash_rate": 13.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 1.0
        },
        {
          "name": "hrrr_pwat",
          "value": 26.8759
        },
        {
          "name": "alignment",
          "value": -1.2985
        },
        {
          "name": "tau",
          "value": 0.8433
        },
        {
          "name": "maxllaz",
          "value": 0.014
        }
      ],
      "model_scores": {
        "gbt_prob": 0.059
      },
      "coherence_score": 0.8432755470275879,
      "coherence_diagnostics": {
        "tau": 0.8432755470275879,
        "grad_tau": 0.2135343998670578,
        "torsion": 0.0,
        "alignment": -1.2985130548477173,
        "S_field": 0.2527463436126709,
        "Gamma_field": 0.5288187861442566,
        "S_over_Gamma": 0.47794508934020996,
        "Da": 31.283790588378906,
        "E_coh": 0.18444733321666718,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -99.59,
              45.98
            ],
            [
              -99.58,
              45.98
            ],
            [
              -99.55,
              45.94
            ],
            [
              -99.53,
              45.94
            ],
            [
              -99.46,
              45.88
            ],
            [
              -99.46,
              45.83
            ],
            [
              -99.5,
              45.79
            ],
            [
              -99.58,
              45.79
            ],
            [
              -99.62,
              45.81
            ],
            [
              -99.62,
              45.82
            ],
            [
              -99.64,
              45.83
            ],
            [
              -99.65,
              45.85
            ],
            [
              -99.65,
              45.9
            ],
            [
              -99.63,
              45.91
            ],
            [
              -99.59,
              45.95
            ],
            [
              -99.59,
              45.98
            ]
          ]
        ]
      },
      "raw_probability": 0.059,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "998db71b2e9ee165ceb1f2c24264e47a8b60d233f222d31e1c8bacb0eb0d2942",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.059,
        "probability": 0.00077,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.00077,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7a476154c2b6830a775d392098689c1c6beaa22eac763ed39d1d9456e1848945",
        "signature": {
          "alg": "ed25519",
          "sig": "e8bff8a01af5532d97716609eeaf840b07d73836bfc25c92c1bc28abee391106eb90b1c7153064165c6af7b11efac486ad2c18b6da59a97433599e99a4b52f04"
        }
      },
      "receipt_sha256": "7a476154c2b6830a775d392098689c1c6beaa22eac763ed39d1d9456e1848945"
    },
    {
      "storm_id": "228781",
      "lat": 39.4809,
      "lon": -116.6736,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 285.0,
      "ebshear": 17.0,
      "srh01": 39.0,
      "maxllaz": 0.001,
      "mesh": 0.12,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 39.0
        },
        {
          "name": "hrrr_pwat",
          "value": 30.5009
        },
        {
          "name": "alignment",
          "value": -3.3088
        },
        {
          "name": "tau",
          "value": 0.2958
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.059
      },
      "coherence_score": 0.295820415019989,
      "coherence_diagnostics": {
        "tau": 0.295820415019989,
        "grad_tau": 0.038318052887916565,
        "torsion": 0.0,
        "alignment": -3.308776378631592,
        "S_field": 0.0883760154247284,
        "Gamma_field": 0.4063187837600708,
        "S_over_Gamma": 0.2175041288137436,
        "Da": 23.828126907348633,
        "E_coh": 0.858827531337738,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -116.68,
              39.53
            ],
            [
              -116.63,
              39.53
            ],
            [
              -116.63,
              39.49
            ],
            [
              -116.64,
              39.47
            ],
            [
              -116.66,
              39.46
            ],
            [
              -116.66,
              39.45
            ],
            [
              -116.68,
              39.44
            ],
            [
              -116.71,
              39.44
            ],
            [
              -116.72,
              39.45
            ],
            [
              -116.72,
              39.5
            ],
            [
              -116.68,
              39.53
            ]
          ]
        ]
      },
      "raw_probability": 0.059,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "998db71b2e9ee165ceb1f2c24264e47a8b60d233f222d31e1c8bacb0eb0d2942",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.059,
        "probability": 0.00077,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.00077,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7a476154c2b6830a775d392098689c1c6beaa22eac763ed39d1d9456e1848945",
        "signature": {
          "alg": "ed25519",
          "sig": "e8bff8a01af5532d97716609eeaf840b07d73836bfc25c92c1bc28abee391106eb90b1c7153064165c6af7b11efac486ad2c18b6da59a97433599e99a4b52f04"
        }
      },
      "receipt_sha256": "7a476154c2b6830a775d392098689c1c6beaa22eac763ed39d1d9456e1848945"
    },
    {
      "storm_id": "228859",
      "lat": 44.98,
      "lon": -110.9723,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 248.0,
      "ebshear": 11.0,
      "srh01": 29.0,
      "maxllaz": 0.002,
      "mesh": 0.17,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 29.0
        },
        {
          "name": "hrrr_pwat",
          "value": 18.2509
        },
        {
          "name": "alignment",
          "value": 0.062
        },
        {
          "name": "tau",
          "value": 0.3698
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.059
      },
      "coherence_score": 0.3697596788406372,
      "coherence_diagnostics": {
        "tau": 0.3697596788406372,
        "grad_tau": 0.0230882465839386,
        "torsion": 0.0,
        "alignment": 0.06198074668645859,
        "S_field": 0.13504411280155182,
        "Gamma_field": 0.4196521043777466,
        "S_over_Gamma": 0.3218001425266266,
        "Da": 24.92170524597168,
        "E_coh": 0.7908434867858887,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -111.0,
              45.03
            ],
            [
              -110.97,
              45.03
            ],
            [
              -110.93,
              45.0
            ],
            [
              -110.9,
              44.99
            ],
            [
              -110.89,
              44.95
            ],
            [
              -110.92,
              44.92
            ],
            [
              -110.95,
              44.92
            ],
            [
              -110.98,
              44.94
            ],
            [
              -111.02,
              44.95
            ],
            [
              -111.03,
              44.96
            ],
            [
              -111.03,
              45.0
            ],
            [
              -111.02,
              45.02
            ],
            [
              -111.0,
              45.03
            ]
          ]
        ]
      },
      "raw_probability": 0.059,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "998db71b2e9ee165ceb1f2c24264e47a8b60d233f222d31e1c8bacb0eb0d2942",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.059,
        "probability": 0.00077,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.00077,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7a476154c2b6830a775d392098689c1c6beaa22eac763ed39d1d9456e1848945",
        "signature": {
          "alg": "ed25519",
          "sig": "e8bff8a01af5532d97716609eeaf840b07d73836bfc25c92c1bc28abee391106eb90b1c7153064165c6af7b11efac486ad2c18b6da59a97433599e99a4b52f04"
        }
      },
      "receipt_sha256": "7a476154c2b6830a775d392098689c1c6beaa22eac763ed39d1d9456e1848945"
    },
    {
      "storm_id": "227996",
      "lat": 46.42,
      "lon": -100.6054,
      "motion_east": 4.7,
      "motion_south": 0.1,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2241.0,
      "ebshear": 27.0,
      "srh01": 27.0,
      "maxllaz": 0.007,
      "mesh": 0.67,
      "flash_rate": 10.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 27.0
        },
        {
          "name": "hrrr_pwat",
          "value": 28.1259
        },
        {
          "name": "alignment",
          "value": 0.0684
        },
        {
          "name": "tau",
          "value": 0.6879
        },
        {
          "name": "maxllaz",
          "value": 0.007
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0589
      },
      "coherence_score": 0.6879273056983948,
      "coherence_diagnostics": {
        "tau": 0.6879273056983948,
        "grad_tau": 0.10928385704755783,
        "torsion": 0.0,
        "alignment": 0.06843459606170654,
        "S_field": 0.2631380558013916,
        "Gamma_field": 0.4854854941368103,
        "S_over_Gamma": 0.5420101284980774,
        "Da": 29.325613021850586,
        "E_coh": 0.046039171516895294,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -100.54,
              46.48
            ],
            [
              -100.5,
              46.48
            ],
            [
              -100.48,
              46.45
            ],
            [
              -100.48,
              46.43
            ],
            [
              -100.55,
              46.37
            ],
            [
              -100.61,
              46.36
            ],
            [
              -100.62,
              46.35
            ],
            [
              -100.69,
              46.35
            ],
            [
              -100.76,
              46.4
            ],
            [
              -100.76,
              46.43
            ],
            [
              -100.75,
              46.44
            ],
            [
              -100.59,
              46.44
            ],
            [
              -100.54,
              46.48
            ]
          ]
        ]
      },
      "raw_probability": 0.0589,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "02d40cc6c06230edbf771ca053209e3b4bae31c6cf1f26956232e6e374b8f4d5",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0589,
        "probability": 0.00077,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.00077,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9fcf1cfe2e362ee576467115684d9256c9418a4247515713879ebaab8531642d",
        "signature": {
          "alg": "ed25519",
          "sig": "9b22337b2165c70401cd08d17b003f6b46b4b81dfc786e223cdb4eab381d963b143f500fb7a3d6342d5d50077997abf15cde76dbe584ddb11ba4881c4f342b09"
        }
      },
      "receipt_sha256": "9fcf1cfe2e362ee576467115684d9256c9418a4247515713879ebaab8531642d"
    },
    {
      "storm_id": "228983",
      "lat": 35.1453,
      "lon": -107.924,
      "motion_east": 3.3,
      "motion_south": -2.0,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1053.0,
      "ebshear": 22.0,
      "srh01": 61.0,
      "maxllaz": 0.003,
      "mesh": 0.09,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 61.0
        },
        {
          "name": "hrrr_pwat",
          "value": 30.2509
        },
        {
          "name": "alignment",
          "value": 0.6978
        },
        {
          "name": "tau",
          "value": 0.6905
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0589
      },
      "coherence_score": 0.6905228495597839,
      "coherence_diagnostics": {
        "tau": 0.6905228495597839,
        "grad_tau": 0.1266513466835022,
        "torsion": 0.0,
        "alignment": 0.6977533102035522,
        "S_field": 0.2805390954017639,
        "Gamma_field": 0.37715211510658264,
        "S_over_Gamma": 0.7438353896141052,
        "Da": 22.153181076049805,
        "E_coh": 0.800320029258728,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -107.93,
              35.19
            ],
            [
              -107.92,
              35.19
            ],
            [
              -107.92,
              35.18
            ],
            [
              -107.9,
              35.16
            ],
            [
              -107.86,
              35.16
            ],
            [
              -107.87,
              35.09
            ],
            [
              -107.89,
              35.07
            ],
            [
              -107.92,
              35.07
            ],
            [
              -107.94,
              35.09
            ],
            [
              -107.95,
              35.13
            ],
            [
              -107.98,
              35.15
            ],
            [
              -107.97,
              35.17
            ],
            [
              -107.95,
              35.16
            ],
            [
              -107.93,
              35.18
            ],
            [
              -107.93,
              35.19
            ]
          ]
        ]
      },
      "raw_probability": 0.0589,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "02d40cc6c06230edbf771ca053209e3b4bae31c6cf1f26956232e6e374b8f4d5",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0589,
        "probability": 0.00077,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.00077,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9fcf1cfe2e362ee576467115684d9256c9418a4247515713879ebaab8531642d",
        "signature": {
          "alg": "ed25519",
          "sig": "9b22337b2165c70401cd08d17b003f6b46b4b81dfc786e223cdb4eab381d963b143f500fb7a3d6342d5d50077997abf15cde76dbe584ddb11ba4881c4f342b09"
        }
      },
      "receipt_sha256": "9fcf1cfe2e362ee576467115684d9256c9418a4247515713879ebaab8531642d"
    },
    {
      "storm_id": "227994",
      "lat": 47.4144,
      "lon": -107.6644,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 285.0,
      "ebshear": 40.0,
      "srh01": 1.0,
      "maxllaz": 0.004,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 1.0
        },
        {
          "name": "hrrr_pwat",
          "value": 20.5009
        },
        {
          "name": "alignment",
          "value": -1.4828
        },
        {
          "name": "tau",
          "value": 0.5151
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0588
      },
      "coherence_score": 0.5151277780532837,
      "coherence_diagnostics": {
        "tau": 0.5151277780532837,
        "grad_tau": 0.15752455592155457,
        "torsion": 0.0,
        "alignment": -1.4827563762664795,
        "S_field": 0.1923486590385437,
        "Gamma_field": 0.15548543632030487,
        "S_over_Gamma": 1.2370847463607788,
        "Da": 9.388581275939941,
        "E_coh": 0.22764180600643158,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -107.69,
              47.45
            ],
            [
              -107.63,
              47.45
            ],
            [
              -107.62,
              47.44
            ],
            [
              -107.62,
              47.41
            ],
            [
              -107.65,
              47.37
            ],
            [
              -107.69,
              47.37
            ],
            [
              -107.7,
              47.39
            ],
            [
              -107.69,
              47.4
            ],
            [
              -107.69,
              47.45
            ]
          ]
        ]
      },
      "raw_probability": 0.0588,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "244bf299b36abe033d5ed6b7ab1114902808a3d6f78370de26e7318c132f5c86",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0588,
        "probability": 0.00077,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.00077,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "85b5e5dbc455c12100d9ea1fe5f3ec278729e07d1303ff169e694274230db4b2",
        "signature": {
          "alg": "ed25519",
          "sig": "ddeb052ae654fd26cb47a6c30d53f42465a8fc1d98fd5ba7a097b14371c9881588065c9ef1bb61fd17c0d11514be2bf84392eb8e823fd09aed1dbc04be5dc10a"
        }
      },
      "receipt_sha256": "85b5e5dbc455c12100d9ea1fe5f3ec278729e07d1303ff169e694274230db4b2"
    },
    {
      "storm_id": "228926",
      "lat": 44.27,
      "lon": -101.1156,
      "motion_east": 3.4,
      "motion_south": 2.2,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2184.0,
      "ebshear": 54.0,
      "srh01": 31.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 31.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.6259
        },
        {
          "name": "alignment",
          "value": 2.6035
        },
        {
          "name": "tau",
          "value": 0.9544
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0582
      },
      "coherence_score": 0.9544143676757812,
      "coherence_diagnostics": {
        "tau": 0.9544143676757812,
        "grad_tau": 0.29816219210624695,
        "torsion": 0.0,
        "alignment": 2.603499412536621,
        "S_field": 0.2575708329677582,
        "Gamma_field": 0.5663188099861145,
        "S_over_Gamma": 0.45481595396995544,
        "Da": 35.15530014038086,
        "E_coh": 0.4049556851387024,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -101.13,
              44.3
            ],
            [
              -101.1,
              44.3
            ],
            [
              -101.08,
              44.29
            ],
            [
              -101.08,
              44.25
            ],
            [
              -101.11,
              44.23
            ],
            [
              -101.13,
              44.23
            ],
            [
              -101.14,
              44.24
            ],
            [
              -101.14,
              44.29
            ],
            [
              -101.13,
              44.3
            ]
          ]
        ]
      },
      "raw_probability": 0.0582,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "2bf6d682c3c3351365535975db1ccd26814c2d889de1b3d9392300c9aef4f4ef",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0582,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "803ff2f3939823efef6bfdc44684100e3479353787fd3c63068b634b96dab373",
        "signature": {
          "alg": "ed25519",
          "sig": "e8c967e8c24a4d932dbca0e4709219710cd0b6f0a3ca5240ac82e963b622c256953e66102d50a51df1f6e9f39fd644d1f1356ca863af849bbb585bf82f2f9600"
        }
      },
      "receipt_sha256": "803ff2f3939823efef6bfdc44684100e3479353787fd3c63068b634b96dab373"
    },
    {
      "storm_id": "227573",
      "lat": 31.0787,
      "lon": -112.6838,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1484.0,
      "ebshear": 9.0,
      "srh01": 5.0,
      "maxllaz": 0.002,
      "mesh": 0.63,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 5.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.2509
        },
        {
          "name": "alignment",
          "value": 7.3268
        },
        {
          "name": "tau",
          "value": 0.6105
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0579
      },
      "coherence_score": 0.6104754209518433,
      "coherence_diagnostics": {
        "tau": 0.6104754209518433,
        "grad_tau": 0.11347705125808716,
        "torsion": 0.0,
        "alignment": 7.326788425445557,
        "S_field": 0.1696242094039917,
        "Gamma_field": 0.7688187956809998,
        "S_over_Gamma": 0.22062963247299194,
        "Da": 48.701778411865234,
        "E_coh": 0.3433448076248169,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -112.71,
              31.11
            ],
            [
              -112.66,
              31.11
            ],
            [
              -112.64,
              31.08
            ],
            [
              -112.64,
              31.05
            ],
            [
              -112.65,
              31.04
            ],
            [
              -112.73,
              31.04
            ],
            [
              -112.73,
              31.09
            ],
            [
              -112.71,
              31.11
            ]
          ]
        ]
      },
      "raw_probability": 0.0579,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "fe2a72878b5f2d345374a1cf27fe69e05b889573c0f1f30f907f7357caf5b429",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0579,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6e5fb49e03dc1f5179c836824e9dea13166bb70dabeb48684e2ee1fdd40d9379",
        "signature": {
          "alg": "ed25519",
          "sig": "973ba232bd283524b661e30a79e01b511e36b90b551a703b805a17307dffb2415d685ee19de145fe78b668cb18da72fa1e632f77a156988f287f25d0b98f8600"
        }
      },
      "receipt_sha256": "6e5fb49e03dc1f5179c836824e9dea13166bb70dabeb48684e2ee1fdd40d9379"
    },
    {
      "storm_id": "228917",
      "lat": 49.6889,
      "lon": -105.9378,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 224.0,
      "ebshear": 34.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.6259
        },
        {
          "name": "alignment",
          "value": 1.2273
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0579
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.31079405546188354,
        "torsion": 0.0,
        "alignment": 1.2272891998291016,
        "S_field": 0.2725830376148224,
        "Gamma_field": 0.24298542737960815,
        "S_over_Gamma": 1.1218081712722778,
        "Da": 14.202326774597168,
        "E_coh": 0.5707296133041382,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -105.96,
              49.72
            ],
            [
              -105.92,
              49.72
            ],
            [
              -105.9,
              49.71
            ],
            [
              -105.9,
              49.66
            ],
            [
              -105.91,
              49.65
            ],
            [
              -105.95,
              49.65
            ],
            [
              -105.97,
              49.66
            ],
            [
              -105.97,
              49.71
            ],
            [
              -105.96,
              49.72
            ]
          ]
        ]
      },
      "raw_probability": 0.0579,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "fe2a72878b5f2d345374a1cf27fe69e05b889573c0f1f30f907f7357caf5b429",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0579,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6e5fb49e03dc1f5179c836824e9dea13166bb70dabeb48684e2ee1fdd40d9379",
        "signature": {
          "alg": "ed25519",
          "sig": "973ba232bd283524b661e30a79e01b511e36b90b551a703b805a17307dffb2415d685ee19de145fe78b668cb18da72fa1e632f77a156988f287f25d0b98f8600"
        }
      },
      "receipt_sha256": "6e5fb49e03dc1f5179c836824e9dea13166bb70dabeb48684e2ee1fdd40d9379"
    },
    {
      "storm_id": "228985",
      "lat": 34.2683,
      "lon": -108.0617,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 614.0,
      "ebshear": 12.0,
      "srh01": 34.0,
      "maxllaz": 0.003,
      "mesh": 0.1,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 34.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.5009
        },
        {
          "name": "alignment",
          "value": 3.0113
        },
        {
          "name": "tau",
          "value": 0.8944
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0577
      },
      "coherence_score": 0.8943581581115723,
      "coherence_diagnostics": {
        "tau": 0.8943581581115723,
        "grad_tau": 0.16464553773403168,
        "torsion": 0.0,
        "alignment": 3.0113282203674316,
        "S_field": 0.4293701946735382,
        "Gamma_field": 0.38465213775634766,
        "S_over_Gamma": 1.1162558794021606,
        "Da": 23.08897590637207,
        "E_coh": 0.9100961089134216,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -108.07,
              34.29
            ],
            [
              -108.03,
              34.29
            ],
            [
              -108.03,
              34.24
            ],
            [
              -108.08,
              34.23
            ],
            [
              -108.09,
              34.27
            ],
            [
              -108.07,
              34.29
            ]
          ]
        ]
      },
      "raw_probability": 0.0577,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "39822baf8d3064ca53fa55f0ea681159bfcb3a4e3dbb56000d21814ee7b2dc9d",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0577,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5234cd8ab4b71e7658ab4d8cd48e199790d19a558c076b0126d3a58ccf2fd188",
        "signature": {
          "alg": "ed25519",
          "sig": "0814bc4fc59d3b6765e94f8ac88656ba52641c1329e56d9bcb561eeb81ac55dc421e4e06c15034fd5305fc599755e8fb0d0ed4ae3ebcbe6043af814fb607ce03"
        }
      },
      "receipt_sha256": "5234cd8ab4b71e7658ab4d8cd48e199790d19a558c076b0126d3a58ccf2fd188"
    },
    {
      "storm_id": "228913",
      "lat": 50.4271,
      "lon": -68.6286,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 0.0,
      "ebshear": 0.0,
      "srh01": 0.0,
      "maxllaz": 0.0,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 20.3759
        },
        {
          "name": "alignment",
          "value": 1.1023
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0575
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.30602484941482544,
        "torsion": 0.0,
        "alignment": 1.1022891998291016,
        "S_field": 0.26250147819519043,
        "Gamma_field": 0.24548543989658356,
        "S_over_Gamma": 1.0693159103393555,
        "Da": 14.01329517364502,
        "E_coh": 0.6671035289764404,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -68.63,
              50.47
            ],
            [
              -68.61,
              50.43
            ],
            [
              -68.59,
              50.41
            ],
            [
              -68.61,
              50.4
            ],
            [
              -68.66,
              50.4
            ],
            [
              -68.67,
              50.41
            ],
            [
              -68.63,
              50.47
            ]
          ]
        ]
      },
      "raw_probability": 0.0575,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "ea30661422b2f14730ec4d751fb9543da439a5e87b851f77a649f2f48fae0be0",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0575,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a63ddbccb03c306656c6bdc1df716af03730265ccbe7f4b71712310b179b5b9b",
        "signature": {
          "alg": "ed25519",
          "sig": "6dbd9e7511e7bcb53c2f18117a6cfc6dbfd91178310e66f9d6c977fed59275ae78666537c54f25cdbb936f977ea03d93ad4d5a300d3b7f1ceda068ab859cce02"
        }
      },
      "receipt_sha256": "a63ddbccb03c306656c6bdc1df716af03730265ccbe7f4b71712310b179b5b9b"
    },
    {
      "storm_id": "227312",
      "lat": 34.0307,
      "lon": -87.1614,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3139.0,
      "ebshear": 11.0,
      "srh01": 24.0,
      "maxllaz": 0.004,
      "mesh": 0.29,
      "flash_rate": 5.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 24.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.7509
        },
        {
          "name": "alignment",
          "value": 1.6001
        },
        {
          "name": "tau",
          "value": 3.3539
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0568
      },
      "coherence_score": 3.353945255279541,
      "coherence_diagnostics": {
        "tau": 3.353945255279541,
        "grad_tau": 0.351978600025177,
        "torsion": 0.0,
        "alignment": 1.600108027458191,
        "S_field": 1.016060709953308,
        "Gamma_field": 0.3488187789916992,
        "S_over_Gamma": 2.9128613471984863,
        "Da": 23.594911575317383,
        "E_coh": 0.9890422821044922,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -87.19,
              34.07
            ],
            [
              -87.13,
              34.07
            ],
            [
              -87.11,
              34.06
            ],
            [
              -87.1,
              34.05
            ],
            [
              -87.11,
              34.04
            ],
            [
              -87.11,
              34.0
            ],
            [
              -87.14,
              33.98
            ],
            [
              -87.17,
              33.98
            ],
            [
              -87.19,
              33.99
            ],
            [
              -87.2,
              34.0
            ],
            [
              -87.2,
              34.03
            ],
            [
              -87.21,
              34.04
            ],
            [
              -87.21,
              34.05
            ],
            [
              -87.19,
              34.07
            ]
          ]
        ]
      },
      "raw_probability": 0.0568,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "1655f89ec379194ff0296f8e71c8f2ac0c2f6ef83405edca9fa94b8fc04a0229",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0568,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1e0d0def8e4223854dcb96bc32b41f6919678bcc5452649bf96a28972fa9ef90",
        "signature": {
          "alg": "ed25519",
          "sig": "2a19d152b95fefdf1b913f7bf3a22d79fe309b5dd2574ff838d7110747018fa178a8b3db5d3e7eab1f29bae28c452cdc435c1d2cecdf9a560ff6dcffd5fc660a"
        }
      },
      "receipt_sha256": "1e0d0def8e4223854dcb96bc32b41f6919678bcc5452649bf96a28972fa9ef90"
    },
    {
      "storm_id": "228887",
      "lat": 47.4012,
      "lon": -107.2687,
      "motion_east": 4.2,
      "motion_south": 0.0,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 451.0,
      "ebshear": 40.0,
      "srh01": 3.0,
      "maxllaz": 0.003,
      "mesh": 0.14,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 3.0
        },
        {
          "name": "hrrr_pwat",
          "value": 20.5009
        },
        {
          "name": "alignment",
          "value": -1.4828
        },
        {
          "name": "tau",
          "value": 0.5151
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0566
      },
      "coherence_score": 0.5151277780532837,
      "coherence_diagnostics": {
        "tau": 0.5151277780532837,
        "grad_tau": 0.15752455592155457,
        "torsion": 0.0,
        "alignment": -1.4827563762664795,
        "S_field": 0.1923486590385437,
        "Gamma_field": 0.15548543632030487,
        "S_over_Gamma": 1.2370847463607788,
        "Da": 9.388581275939941,
        "E_coh": 0.22764180600643158,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -107.27,
              47.44
            ],
            [
              -107.23,
              47.42
            ],
            [
              -107.23,
              47.39
            ],
            [
              -107.26,
              47.36
            ],
            [
              -107.28,
              47.36
            ],
            [
              -107.31,
              47.38
            ],
            [
              -107.3,
              47.42
            ],
            [
              -107.27,
              47.44
            ]
          ]
        ]
      },
      "raw_probability": 0.0566,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "40ed0fdb0c42c9d6398f225b5397c65dc16a35d96ff4a806c81dce1494cd6719",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0566,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a29ba3741b2b67cf98d4863f829e3706ca3903f3ffdc2f6988c825ddf646f56f",
        "signature": {
          "alg": "ed25519",
          "sig": "27dfde801918ed3def4841fe4e763dc1182b4a982df6277ce8eaae9506b9442a05e363effc7bdce5eb329ba63a271cac963edc8e5060f64483588d35c2aa0606"
        }
      },
      "receipt_sha256": "a29ba3741b2b67cf98d4863f829e3706ca3903f3ffdc2f6988c825ddf646f56f"
    },
    {
      "storm_id": "228946",
      "lat": 30.485,
      "lon": -108.27,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2029.0,
      "ebshear": 14.0,
      "srh01": 20.0,
      "maxllaz": 0.001,
      "mesh": 0.45,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 20.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.0009
        },
        {
          "name": "alignment",
          "value": -0.9709
        },
        {
          "name": "tau",
          "value": 1.1728
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0566
      },
      "coherence_score": 1.1728339195251465,
      "coherence_diagnostics": {
        "tau": 1.1728339195251465,
        "grad_tau": 0.29212984442710876,
        "torsion": 0.0,
        "alignment": -0.9708887338638306,
        "S_field": 0.5251111388206482,
        "Gamma_field": 0.41465210914611816,
        "S_over_Gamma": 1.2663896083831787,
        "Da": 25.313343048095703,
        "E_coh": 0.9507764577865601,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -108.29,
              30.51
            ],
            [
              -108.25,
              30.51
            ],
            [
              -108.24,
              30.5
            ],
            [
              -108.24,
              30.46
            ],
            [
              -108.25,
              30.45
            ],
            [
              -108.3,
              30.45
            ],
            [
              -108.3,
              30.49
            ],
            [
              -108.29,
              30.51
            ]
          ]
        ]
      },
      "raw_probability": 0.0566,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "40ed0fdb0c42c9d6398f225b5397c65dc16a35d96ff4a806c81dce1494cd6719",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0566,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a29ba3741b2b67cf98d4863f829e3706ca3903f3ffdc2f6988c825ddf646f56f",
        "signature": {
          "alg": "ed25519",
          "sig": "27dfde801918ed3def4841fe4e763dc1182b4a982df6277ce8eaae9506b9442a05e363effc7bdce5eb329ba63a271cac963edc8e5060f64483588d35c2aa0606"
        }
      },
      "receipt_sha256": "a29ba3741b2b67cf98d4863f829e3706ca3903f3ffdc2f6988c825ddf646f56f"
    },
    {
      "storm_id": "226658",
      "lat": 36.1665,
      "lon": -114.291,
      "motion_east": 4.3,
      "motion_south": 0.2,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1270.0,
      "ebshear": 25.0,
      "srh01": 32.0,
      "maxllaz": 0.004,
      "mesh": 0.33,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 32.0
        },
        {
          "name": "hrrr_pwat",
          "value": 28.6259
        },
        {
          "name": "alignment",
          "value": -0.2225
        },
        {
          "name": "tau",
          "value": 0.3925
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0565
      },
      "coherence_score": 0.3924950063228607,
      "coherence_diagnostics": {
        "tau": 0.3924950063228607,
        "grad_tau": 0.1580745279788971,
        "torsion": 0.0,
        "alignment": -0.22253945469856262,
        "S_field": 0.12256307154893875,
        "Gamma_field": 0.7771521210670471,
        "S_over_Gamma": 0.15770795941352844,
        "Da": 46.24739456176758,
        "E_coh": 0.804806649684906,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 4,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -114.38,
              36.26
            ],
            [
              -114.33,
              36.26
            ],
            [
              -114.32,
              36.22
            ],
            [
              -114.3,
              36.19
            ],
            [
              -114.28,
              36.18
            ],
            [
              -114.24,
              36.18
            ],
            [
              -114.2,
              36.15
            ],
            [
              -114.19,
              36.15
            ],
            [
              -114.17,
              36.12
            ],
            [
              -114.17,
              36.09
            ],
            [
              -114.18,
              36.07
            ],
            [
              -114.23,
              36.06
            ],
            [
              -114.27,
              36.09
            ],
            [
              -114.3,
              36.1
            ],
            [
              -114.34,
              36.17
            ],
            [
              -114.36,
              36.18
            ],
            [
              -114.38,
              36.17
            ],
            [
              -114.4,
              36.19
            ],
            [
              -114.4,
              36.24
            ],
            [
              -114.38,
              36.26
            ]
          ]
        ]
      },
      "raw_probability": 0.0565,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "69ec93db02f30ed1efa3821084a4c2826d57f0f4c4612d7e264b8bd936a0cafe",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0565,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "501b74e828fd64266cb2a82390c02bc2168152c3c58a6dab64557de1ff00e87e",
        "signature": {
          "alg": "ed25519",
          "sig": "8ab7710f5a537ea4a31ef87e784dc6c46deb61066a831bf587abc338e5db948cd8a5a233e076b925c124446914b6c455fe4eb63dc694558c843002c61dd55a05"
        }
      },
      "receipt_sha256": "501b74e828fd64266cb2a82390c02bc2168152c3c58a6dab64557de1ff00e87e"
    },
    {
      "storm_id": "228503",
      "lat": 49.6262,
      "lon": -77.5538,
      "motion_east": 7.9,
      "motion_south": 4.5,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1103.0,
      "ebshear": 23.0,
      "srh01": 26.0,
      "maxllaz": 0.005,
      "mesh": 0.29,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 26.0
        },
        {
          "name": "hrrr_pwat",
          "value": 23.5009
        },
        {
          "name": "alignment",
          "value": 0.1648
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0565
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.5746818780899048,
        "torsion": 0.0,
        "alignment": 0.16478919982910156,
        "S_field": 0.37675583362579346,
        "Gamma_field": 0.25965210795402527,
        "S_over_Gamma": 1.4510023593902588,
        "Da": 15.313623428344727,
        "E_coh": 0.6996475458145142,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -77.64,
              49.67
            ],
            [
              -77.56,
              49.67
            ],
            [
              -77.55,
              49.66
            ],
            [
              -77.51,
              49.66
            ],
            [
              -77.5,
              49.65
            ],
            [
              -77.45,
              49.64
            ],
            [
              -77.44,
              49.63
            ],
            [
              -77.44,
              49.6
            ],
            [
              -77.46,
              49.57
            ],
            [
              -77.5,
              49.57
            ],
            [
              -77.51,
              49.58
            ],
            [
              -77.63,
              49.57
            ],
            [
              -77.67,
              49.62
            ],
            [
              -77.68,
              49.61
            ],
            [
              -77.68,
              49.65
            ],
            [
              -77.64,
              49.67
            ]
          ]
        ]
      },
      "raw_probability": 0.0565,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "69ec93db02f30ed1efa3821084a4c2826d57f0f4c4612d7e264b8bd936a0cafe",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0565,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "501b74e828fd64266cb2a82390c02bc2168152c3c58a6dab64557de1ff00e87e",
        "signature": {
          "alg": "ed25519",
          "sig": "8ab7710f5a537ea4a31ef87e784dc6c46deb61066a831bf587abc338e5db948cd8a5a233e076b925c124446914b6c455fe4eb63dc694558c843002c61dd55a05"
        }
      },
      "receipt_sha256": "501b74e828fd64266cb2a82390c02bc2168152c3c58a6dab64557de1ff00e87e"
    },
    {
      "storm_id": "228575",
      "lat": 50.49,
      "lon": -67.2533,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 0.0,
      "ebshear": 0.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 23.1259
        },
        {
          "name": "alignment",
          "value": -1.0852
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0565
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.16866780817508698,
        "torsion": 0.0,
        "alignment": -1.0852108001708984,
        "S_field": 0.23801036179065704,
        "Gamma_field": 0.39548543095588684,
        "S_over_Gamma": 0.6018182635307312,
        "Da": 23.102046966552734,
        "E_coh": 0.2757635712623596,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -67.27,
              50.52
            ],
            [
              -67.23,
              50.52
            ],
            [
              -67.22,
              50.51
            ],
            [
              -67.21,
              50.47
            ],
            [
              -67.23,
              50.45
            ],
            [
              -67.27,
              50.45
            ],
            [
              -67.29,
              50.47
            ],
            [
              -67.29,
              50.5
            ],
            [
              -67.27,
              50.52
            ]
          ]
        ]
      },
      "raw_probability": 0.0565,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "69ec93db02f30ed1efa3821084a4c2826d57f0f4c4612d7e264b8bd936a0cafe",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0565,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "501b74e828fd64266cb2a82390c02bc2168152c3c58a6dab64557de1ff00e87e",
        "signature": {
          "alg": "ed25519",
          "sig": "8ab7710f5a537ea4a31ef87e784dc6c46deb61066a831bf587abc338e5db948cd8a5a233e076b925c124446914b6c455fe4eb63dc694558c843002c61dd55a05"
        }
      },
      "receipt_sha256": "501b74e828fd64266cb2a82390c02bc2168152c3c58a6dab64557de1ff00e87e"
    },
    {
      "storm_id": "228821",
      "lat": 50.15,
      "lon": -67.29,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 0.0,
      "ebshear": 0.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 23.1259
        },
        {
          "name": "alignment",
          "value": -1.0852
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0565
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.16866780817508698,
        "torsion": 0.0,
        "alignment": -1.0852108001708984,
        "S_field": 0.23801036179065704,
        "Gamma_field": 0.39548543095588684,
        "S_over_Gamma": 0.6018182635307312,
        "Da": 23.102046966552734,
        "E_coh": 0.2757635712623596,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -67.29,
              50.2
            ],
            [
              -67.25,
              50.19
            ],
            [
              -67.24,
              50.16
            ],
            [
              -67.22,
              50.14
            ],
            [
              -67.22,
              50.12
            ],
            [
              -67.24,
              50.12
            ],
            [
              -67.25,
              50.11
            ],
            [
              -67.37,
              50.11
            ],
            [
              -67.36,
              50.13
            ],
            [
              -67.35,
              50.13
            ],
            [
              -67.34,
              50.15
            ],
            [
              -67.32,
              50.16
            ],
            [
              -67.32,
              50.18
            ],
            [
              -67.29,
              50.2
            ]
          ]
        ]
      },
      "raw_probability": 0.0565,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "69ec93db02f30ed1efa3821084a4c2826d57f0f4c4612d7e264b8bd936a0cafe",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0565,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "501b74e828fd64266cb2a82390c02bc2168152c3c58a6dab64557de1ff00e87e",
        "signature": {
          "alg": "ed25519",
          "sig": "8ab7710f5a537ea4a31ef87e784dc6c46deb61066a831bf587abc338e5db948cd8a5a233e076b925c124446914b6c455fe4eb63dc694558c843002c61dd55a05"
        }
      },
      "receipt_sha256": "501b74e828fd64266cb2a82390c02bc2168152c3c58a6dab64557de1ff00e87e"
    },
    {
      "storm_id": "228685",
      "lat": 39.5622,
      "lon": -116.8444,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 332.0,
      "ebshear": 17.0,
      "srh01": 29.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 29.0
        },
        {
          "name": "hrrr_pwat",
          "value": 30.5009
        },
        {
          "name": "alignment",
          "value": -3.3088
        },
        {
          "name": "tau",
          "value": 0.2958
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.056
      },
      "coherence_score": 0.295820415019989,
      "coherence_diagnostics": {
        "tau": 0.295820415019989,
        "grad_tau": 0.038318052887916565,
        "torsion": 0.0,
        "alignment": -3.308776378631592,
        "S_field": 0.0883760154247284,
        "Gamma_field": 0.4063187837600708,
        "S_over_Gamma": 0.2175041288137436,
        "Da": 23.828126907348633,
        "E_coh": 0.858827531337738,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -116.83,
              39.59
            ],
            [
              -116.81,
              39.59
            ],
            [
              -116.81,
              39.54
            ],
            [
              -116.84,
              39.51
            ],
            [
              -116.89,
              39.51
            ],
            [
              -116.88,
              39.57
            ],
            [
              -116.87,
              39.58
            ],
            [
              -116.84,
              39.58
            ],
            [
              -116.83,
              39.59
            ]
          ]
        ]
      },
      "raw_probability": 0.056,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "ffb675b99b2cc18ba3546f9d067d23b65d44f3d810f761b5296e31f9f2b11298",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.056,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "51d7cdbd299f335c5e117cf937c0b6b35e4217ba2b78f5994ffe78bf39f332f8",
        "signature": {
          "alg": "ed25519",
          "sig": "da19515fb5a6570ae932fadb53c96190073d229f73d4ae4976bc798b0f16693717954f574d7f29af6aa9116690cd2eaa2bad8bef8c74576cc3a22c61acdd480a"
        }
      },
      "receipt_sha256": "51d7cdbd299f335c5e117cf937c0b6b35e4217ba2b78f5994ffe78bf39f332f8"
    },
    {
      "storm_id": "228663",
      "lat": 33.967,
      "lon": -109.902,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1129.0,
      "ebshear": 9.0,
      "srh01": 10.0,
      "maxllaz": 0.002,
      "mesh": 0.24,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 10.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.3759
        },
        {
          "name": "alignment",
          "value": -1.5924
        },
        {
          "name": "tau",
          "value": 1.0972
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0559
      },
      "coherence_score": 1.0972434282302856,
      "coherence_diagnostics": {
        "tau": 1.0972434282302856,
        "grad_tau": 0.13182300329208374,
        "torsion": 0.0,
        "alignment": -1.5924270153045654,
        "S_field": 0.7053075432777405,
        "Gamma_field": 0.48798543214797974,
        "S_over_Gamma": 1.4453455209732056,
        "Da": 30.052959442138672,
        "E_coh": 0.964540421962738,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -109.91,
              34.0
            ],
            [
              -109.87,
              34.0
            ],
            [
              -109.84,
              33.96
            ],
            [
              -109.84,
              33.95
            ],
            [
              -109.89,
              33.91
            ],
            [
              -109.95,
              33.92
            ],
            [
              -109.95,
              33.96
            ],
            [
              -109.93,
              33.98
            ],
            [
              -109.93,
              33.99
            ],
            [
              -109.91,
              34.0
            ]
          ]
        ]
      },
      "raw_probability": 0.0559,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "3b5bb88e998c478203911456c08f77c1addd321bdaebef70f0712eff2bf448fc",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0559,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5ffbf60f546ba1f49d3689b94d9412dad08bec048c49bfa6ded703c0e4a8a915",
        "signature": {
          "alg": "ed25519",
          "sig": "e5993fbc26cc935afd31398fb088622081242824fa5d1475eecb50c34ae6ca762582d67b88c44a64930b835a3975300b3e81e2effe76be538a4d8a6c21e9f608"
        }
      },
      "receipt_sha256": "5ffbf60f546ba1f49d3689b94d9412dad08bec048c49bfa6ded703c0e4a8a915"
    },
    {
      "storm_id": "228256",
      "lat": 30.785,
      "lon": -112.554,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1732.0,
      "ebshear": 9.0,
      "srh01": 17.0,
      "maxllaz": 0.001,
      "mesh": 0.7,
      "flash_rate": 10.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 17.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.2509
        },
        {
          "name": "alignment",
          "value": 7.3268
        },
        {
          "name": "tau",
          "value": 0.6105
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0553
      },
      "coherence_score": 0.6104754209518433,
      "coherence_diagnostics": {
        "tau": 0.6104754209518433,
        "grad_tau": 0.11347705125808716,
        "torsion": 0.0,
        "alignment": 7.326788425445557,
        "S_field": 0.1696242094039917,
        "Gamma_field": 0.7688187956809998,
        "S_over_Gamma": 0.22062963247299194,
        "Da": 48.701778411865234,
        "E_coh": 0.3433448076248169,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -112.56,
              30.82
            ],
            [
              -112.52,
              30.82
            ],
            [
              -112.51,
              30.81
            ],
            [
              -112.51,
              30.77
            ],
            [
              -112.55,
              30.73
            ],
            [
              -112.57,
              30.73
            ],
            [
              -112.59,
              30.75
            ],
            [
              -112.59,
              30.79
            ],
            [
              -112.58,
              30.81
            ],
            [
              -112.56,
              30.82
            ]
          ]
        ]
      },
      "raw_probability": 0.0553,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "3f3385ae2f31461d528352b6747473d53838c46c9b2c5e5167dd1931faca2c04",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0553,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "27fd448c836b81a59d3759d787f1d3bfb061a1223dc5977ce4e21faca4f664ce",
        "signature": {
          "alg": "ed25519",
          "sig": "b89a28b8875d62a873dd4b3d5261be8d7540eaea2b9e2d2f6cce50f5e3805b2dd90561a43260397084889dd5cf012fcb3a653f60c87d74aaf7c5438b22f49802"
        }
      },
      "receipt_sha256": "27fd448c836b81a59d3759d787f1d3bfb061a1223dc5977ce4e21faca4f664ce"
    },
    {
      "storm_id": "228555",
      "lat": 39.1036,
      "lon": -108.125,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 656.0,
      "ebshear": 24.0,
      "srh01": 27.0,
      "maxllaz": 0.004,
      "mesh": 0.19,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 27.0
        },
        {
          "name": "hrrr_pwat",
          "value": 27.2509
        },
        {
          "name": "alignment",
          "value": 1.5255
        },
        {
          "name": "tau",
          "value": 0.5428
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0553
      },
      "coherence_score": 0.542849063873291,
      "coherence_diagnostics": {
        "tau": 0.542849063873291,
        "grad_tau": 0.022721003741025925,
        "torsion": 0.0,
        "alignment": 1.5255401134490967,
        "S_field": 0.17386870086193085,
        "Gamma_field": 0.5529854893684387,
        "S_over_Gamma": 0.3144181966781616,
        "Da": 32.048553466796875,
        "E_coh": 0.6475473642349243,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -108.17,
              39.15
            ],
            [
              -108.08,
              39.15
            ],
            [
              -108.06,
              39.13
            ],
            [
              -108.07,
              39.12
            ],
            [
              -108.05,
              39.09
            ],
            [
              -108.06,
              39.07
            ],
            [
              -108.1,
              39.05
            ],
            [
              -108.15,
              39.05
            ],
            [
              -108.17,
              39.06
            ],
            [
              -108.17,
              39.08
            ],
            [
              -108.16,
              39.09
            ],
            [
              -108.16,
              39.12
            ],
            [
              -108.18,
              39.14
            ],
            [
              -108.17,
              39.15
            ]
          ]
        ]
      },
      "raw_probability": 0.0553,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "3f3385ae2f31461d528352b6747473d53838c46c9b2c5e5167dd1931faca2c04",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0553,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "27fd448c836b81a59d3759d787f1d3bfb061a1223dc5977ce4e21faca4f664ce",
        "signature": {
          "alg": "ed25519",
          "sig": "b89a28b8875d62a873dd4b3d5261be8d7540eaea2b9e2d2f6cce50f5e3805b2dd90561a43260397084889dd5cf012fcb3a653f60c87d74aaf7c5438b22f49802"
        }
      },
      "receipt_sha256": "27fd448c836b81a59d3759d787f1d3bfb061a1223dc5977ce4e21faca4f664ce"
    },
    {
      "storm_id": "228884",
      "lat": 27.9271,
      "lon": -102.4029,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1505.0,
      "ebshear": 11.0,
      "srh01": 34.0,
      "maxllaz": 0.001,
      "mesh": 0.58,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 34.0
        },
        {
          "name": "hrrr_pwat",
          "value": 27.2509
        },
        {
          "name": "alignment",
          "value": -0.3934
        },
        {
          "name": "tau",
          "value": 0.7976
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0551
      },
      "coherence_score": 0.7975821495056152,
      "coherence_diagnostics": {
        "tau": 0.7975821495056152,
        "grad_tau": 0.0888553336262703,
        "torsion": 0.0,
        "alignment": -0.3933734893798828,
        "S_field": 0.22523951530456543,
        "Gamma_field": 0.5279854536056519,
        "S_over_Gamma": 0.42660173773765564,
        "Da": 32.11994171142578,
        "E_coh": 0.9149214625358582,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -102.39,
              28.01
            ],
            [
              -102.35,
              28.0
            ],
            [
              -102.34,
              27.99
            ],
            [
              -102.34,
              27.96
            ],
            [
              -102.35,
              27.94
            ],
            [
              -102.36,
              27.93
            ],
            [
              -102.39,
              27.93
            ],
            [
              -102.4,
              27.92
            ],
            [
              -102.4,
              27.86
            ],
            [
              -102.38,
              27.82
            ],
            [
              -102.4,
              27.82
            ],
            [
              -102.43,
              27.86
            ],
            [
              -102.46,
              27.85
            ],
            [
              -102.48,
              27.87
            ],
            [
              -102.48,
              27.91
            ],
            [
              -102.45,
              27.91
            ],
            [
              -102.43,
              27.93
            ],
            [
              -102.42,
              27.95
            ],
            [
              -102.42,
              28.0
            ],
            [
              -102.4,
              28.0
            ],
            [
              -102.39,
              28.01
            ]
          ]
        ]
      },
      "raw_probability": 0.0551,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "2ac97d64dea7aebb198c744537ca5bcb01a329134f88780d4d99cbdfedefdf75",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0551,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "658815e449b834e9acfcfcf96511a2d3bf5f59657b778ba75a97af66b5cd975e",
        "signature": {
          "alg": "ed25519",
          "sig": "bb0c625e3384a977f1c60401258a53b59832dbbe7e32adf1d64eb5c35724174aa693d19c8693e411f2f1fa699732c5f0a93b7987c81770e5ee8a3c970877db06"
        }
      },
      "receipt_sha256": "658815e449b834e9acfcfcf96511a2d3bf5f59657b778ba75a97af66b5cd975e"
    },
    {
      "storm_id": "228110",
      "lat": 34.3789,
      "lon": -110.9867,
      "motion_east": 2.2,
      "motion_south": 1.1,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1161.0,
      "ebshear": 12.0,
      "srh01": 9.0,
      "maxllaz": 0.006,
      "mesh": 0.27,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 9.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.8759
        },
        {
          "name": "alignment",
          "value": -1.0867
        },
        {
          "name": "tau",
          "value": 1.2648
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0549
      },
      "coherence_score": 1.264765739440918,
      "coherence_diagnostics": {
        "tau": 1.264765739440918,
        "grad_tau": 0.05669159069657326,
        "torsion": 0.0,
        "alignment": -1.0867246389389038,
        "S_field": 0.7691132426261902,
        "Gamma_field": 0.471318781375885,
        "S_over_Gamma": 1.6318323612213135,
        "Da": 29.17068099975586,
        "E_coh": 1.0012158155441284,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -110.98,
              34.43
            ],
            [
              -110.95,
              34.4
            ],
            [
              -110.95,
              34.38
            ],
            [
              -110.94,
              34.37
            ],
            [
              -110.97,
              34.33
            ],
            [
              -111.03,
              34.33
            ],
            [
              -111.04,
              34.34
            ],
            [
              -111.04,
              34.4
            ],
            [
              -110.98,
              34.43
            ]
          ]
        ]
      },
      "raw_probability": 0.0549,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "e18c218841aa3ff509a4aaca7e66df13bd139c3c6c2b3e0b73afe780da022a9e",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0549,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e265248ad191527ad903bdf031083a74a4995d59b3e8c057ae4480fbf683fcf4",
        "signature": {
          "alg": "ed25519",
          "sig": "2c274d7abecbdd1df9e70ffde8a88139b36c34fdb638debdfbe6a0a23a6ee47f19936edff9faf1ea3326b8473dc3a0d1f5bae58fcc158dd7bf72a2399ff6f00b"
        }
      },
      "receipt_sha256": "e265248ad191527ad903bdf031083a74a4995d59b3e8c057ae4480fbf683fcf4"
    },
    {
      "storm_id": "228409",
      "lat": 45.1056,
      "lon": -110.4644,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 235.0,
      "ebshear": 12.0,
      "srh01": 30.0,
      "maxllaz": 0.002,
      "mesh": 0.15,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 30.0
        },
        {
          "name": "hrrr_pwat",
          "value": 17.5009
        },
        {
          "name": "alignment",
          "value": -0.7916
        },
        {
          "name": "tau",
          "value": 0.3905
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0548
      },
      "coherence_score": 0.39046740531921387,
      "coherence_diagnostics": {
        "tau": 0.39046740531921387,
        "grad_tau": 0.019190575927495956,
        "torsion": 0.0,
        "alignment": -0.7915785312652588,
        "S_field": 0.27868324518203735,
        "Gamma_field": 0.7638188004493713,
        "S_over_Gamma": 0.36485517024993896,
        "Da": 45.16310501098633,
        "E_coh": 0.5274855494499207,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -110.49,
              45.14
            ],
            [
              -110.43,
              45.14
            ],
            [
              -110.41,
              45.12
            ],
            [
              -110.41,
              45.08
            ],
            [
              -110.44,
              45.06
            ],
            [
              -110.49,
              45.06
            ],
            [
              -110.51,
              45.08
            ],
            [
              -110.51,
              45.13
            ],
            [
              -110.49,
              45.14
            ]
          ]
        ]
      },
      "raw_probability": 0.0548,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "fc8eee2726be6921ee4cb07a8cea4800cb8067273ff0b6d10bad7a10bdf5f8db",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0548,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5770db1fce63a99c8737cc8e1b81e423ae89c6252c8509982e97f2019085b4d1",
        "signature": {
          "alg": "ed25519",
          "sig": "9c7f5cc887dd1bab0dbad19bbaa1ece2cd06126025b121346a288b837d39ee4d9fae32d17f955cefc62b540ca09799af772eb70812c4139883f3ec8e39e7a003"
        }
      },
      "receipt_sha256": "5770db1fce63a99c8737cc8e1b81e423ae89c6252c8509982e97f2019085b4d1"
    },
    {
      "storm_id": "228949",
      "lat": 25.43,
      "lon": -79.095,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2867.0,
      "ebshear": 9.0,
      "srh01": 34.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 34.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.5009
        },
        {
          "name": "alignment",
          "value": 0.5852
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0547
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 1.7594149112701416,
        "torsion": 0.0,
        "alignment": 0.5852108001708984,
        "S_field": 0.8533211946487427,
        "Gamma_field": 0.30298542976379395,
        "S_over_Gamma": 2.8163769245147705,
        "Da": 20.18264389038086,
        "E_coh": 0.9622962474822998,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -79.12,
              25.46
            ],
            [
              -79.04,
              25.46
            ],
            [
              -79.04,
              25.44
            ],
            [
              -79.1,
              25.44
            ],
            [
              -79.11,
              25.43
            ],
            [
              -79.11,
              25.38
            ],
            [
              -79.12,
              25.37
            ],
            [
              -79.12,
              25.46
            ]
          ]
        ]
      },
      "raw_probability": 0.0547,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "fdd715735fa181414e3f150efe54086e028db5026271d5f992c716975c562afc",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0547,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "775b5d2180dab64de95ebac4c73b76064e1c5d5c97ece83f51194a9741c73ca2",
        "signature": {
          "alg": "ed25519",
          "sig": "534c63f197a57a37a56104004fffc176594dd308b08fb1fe6733b1dbc9da575f66f049e44c83b66eba0299cd3183ba1ae4762fd62fea69e598e711a40bfb0c08"
        }
      },
      "receipt_sha256": "775b5d2180dab64de95ebac4c73b76064e1c5d5c97ece83f51194a9741c73ca2"
    },
    {
      "storm_id": "228425",
      "lat": 35.2665,
      "lon": -107.6771,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 861.0,
      "ebshear": 18.0,
      "srh01": 34.0,
      "maxllaz": 0.004,
      "mesh": 0.14,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 34.0
        },
        {
          "name": "hrrr_pwat",
          "value": 30.2509
        },
        {
          "name": "alignment",
          "value": 0.6978
        },
        {
          "name": "tau",
          "value": 0.6905
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0545
      },
      "coherence_score": 0.6905228495597839,
      "coherence_diagnostics": {
        "tau": 0.6905228495597839,
        "grad_tau": 0.1266513466835022,
        "torsion": 0.0,
        "alignment": 0.6977533102035522,
        "S_field": 0.2805390954017639,
        "Gamma_field": 0.37715211510658264,
        "S_over_Gamma": 0.7438353896141052,
        "Da": 22.153181076049805,
        "E_coh": 0.800320029258728,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -107.63,
              35.31
            ],
            [
              -107.61,
              35.31
            ],
            [
              -107.6,
              35.29
            ],
            [
              -107.62,
              35.27
            ],
            [
              -107.63,
              35.27
            ],
            [
              -107.66,
              35.24
            ],
            [
              -107.66,
              35.23
            ],
            [
              -107.68,
              35.23
            ],
            [
              -107.73,
              35.2
            ],
            [
              -107.77,
              35.21
            ],
            [
              -107.77,
              35.25
            ],
            [
              -107.76,
              35.25
            ],
            [
              -107.73,
              35.28
            ],
            [
              -107.71,
              35.28
            ],
            [
              -107.68,
              35.3
            ],
            [
              -107.64,
              35.3
            ],
            [
              -107.63,
              35.31
            ]
          ]
        ]
      },
      "raw_probability": 0.0545,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "d94c18a2a2d04360cde615011d9e8130357dfc8bf54fdbeeb8036e84463b3121",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0545,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "039087fd671c54d58be85e8435898f400b24101411b4743b98aa3ed4598f3b61",
        "signature": {
          "alg": "ed25519",
          "sig": "b98d200d7ccfd69e97342b7f7b18fda37bb8194378f89e71a723a89e403fed9a3bffa41b39664e88e5933d6fb3120499a6fe1aef0c511ae01c859dd7caee0b06"
        }
      },
      "receipt_sha256": "039087fd671c54d58be85e8435898f400b24101411b4743b98aa3ed4598f3b61"
    },
    {
      "storm_id": "228809",
      "lat": 35.3436,
      "lon": -107.4109,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 758.0,
      "ebshear": 17.0,
      "srh01": 47.0,
      "maxllaz": 0.003,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 47.0
        },
        {
          "name": "hrrr_pwat",
          "value": 30.2509
        },
        {
          "name": "alignment",
          "value": 0.6978
        },
        {
          "name": "tau",
          "value": 0.6905
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0545
      },
      "coherence_score": 0.6905228495597839,
      "coherence_diagnostics": {
        "tau": 0.6905228495597839,
        "grad_tau": 0.1266513466835022,
        "torsion": 0.0,
        "alignment": 0.6977533102035522,
        "S_field": 0.2805390954017639,
        "Gamma_field": 0.37715211510658264,
        "S_over_Gamma": 0.7438353896141052,
        "Da": 22.153181076049805,
        "E_coh": 0.800320029258728,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -107.4,
              35.38
            ],
            [
              -107.37,
              35.37
            ],
            [
              -107.37,
              35.33
            ],
            [
              -107.38,
              35.31
            ],
            [
              -107.4,
              35.3
            ],
            [
              -107.41,
              35.31
            ],
            [
              -107.46,
              35.31
            ],
            [
              -107.47,
              35.35
            ],
            [
              -107.45,
              35.37
            ],
            [
              -107.41,
              35.37
            ],
            [
              -107.4,
              35.38
            ]
          ]
        ]
      },
      "raw_probability": 0.0545,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "d94c18a2a2d04360cde615011d9e8130357dfc8bf54fdbeeb8036e84463b3121",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0545,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "039087fd671c54d58be85e8435898f400b24101411b4743b98aa3ed4598f3b61",
        "signature": {
          "alg": "ed25519",
          "sig": "b98d200d7ccfd69e97342b7f7b18fda37bb8194378f89e71a723a89e403fed9a3bffa41b39664e88e5933d6fb3120499a6fe1aef0c511ae01c859dd7caee0b06"
        }
      },
      "receipt_sha256": "039087fd671c54d58be85e8435898f400b24101411b4743b98aa3ed4598f3b61"
    },
    {
      "storm_id": "228948",
      "lat": 26.7219,
      "lon": -101.4719,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 262.0,
      "ebshear": 12.0,
      "srh01": 13.0,
      "maxllaz": 0.0,
      "mesh": 0.2,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 13.0
        },
        {
          "name": "hrrr_pwat",
          "value": 28.3759
        },
        {
          "name": "alignment",
          "value": 0.4383
        },
        {
          "name": "tau",
          "value": 0.565
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0541
      },
      "coherence_score": 0.564990758895874,
      "coherence_diagnostics": {
        "tau": 0.564990758895874,
        "grad_tau": 0.2244512140750885,
        "torsion": 0.0,
        "alignment": 0.4382721781730652,
        "S_field": 0.31368330121040344,
        "Gamma_field": 0.5504854321479797,
        "S_over_Gamma": 0.5698303580284119,
        "Da": 33.011566162109375,
        "E_coh": 0.7571098804473877,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -101.53,
              26.77
            ],
            [
              -101.46,
              26.77
            ],
            [
              -101.45,
              26.76
            ],
            [
              -101.43,
              26.76
            ],
            [
              -101.41,
              26.74
            ],
            [
              -101.42,
              26.73
            ],
            [
              -101.39,
              26.69
            ],
            [
              -101.41,
              26.67
            ],
            [
              -101.45,
              26.67
            ],
            [
              -101.46,
              26.66
            ],
            [
              -101.48,
              26.68
            ],
            [
              -101.55,
              26.69
            ],
            [
              -101.54,
              26.72
            ],
            [
              -101.53,
              26.72
            ],
            [
              -101.51,
              26.75
            ],
            [
              -101.53,
              26.77
            ]
          ]
        ]
      },
      "raw_probability": 0.0541,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "2e6b148bf5c2af31a3b65181e32d783e653c322820c02f11c10a71e04d2310c4",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0541,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "22b42f07bd538ad368afceb44c4446212cff4fc6bdd98139814c109035ed9f28",
        "signature": {
          "alg": "ed25519",
          "sig": "7b85fab1d93d1af098b1d1724e14c096692d2ef5d5649cf344028051329607868f9eece25570fbe8403b3cc901cab181b6c9843c87b3f4594007f93f6e7b9a0a"
        }
      },
      "receipt_sha256": "22b42f07bd538ad368afceb44c4446212cff4fc6bdd98139814c109035ed9f28"
    },
    {
      "storm_id": "228980",
      "lat": 35.679,
      "lon": -110.205,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1052.0,
      "ebshear": 21.0,
      "srh01": 22.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 22.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.8759
        },
        {
          "name": "alignment",
          "value": 1.2243
        },
        {
          "name": "tau",
          "value": 1.0049
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0541
      },
      "coherence_score": 1.00486159324646,
      "coherence_diagnostics": {
        "tau": 1.00486159324646,
        "grad_tau": 0.2852734327316284,
        "torsion": 0.0,
        "alignment": 1.2242786884307861,
        "S_field": 0.4086066782474518,
        "Gamma_field": 0.3713187873363495,
        "S_over_Gamma": 1.1004201173782349,
        "Da": 22.384654998779297,
        "E_coh": 0.8175256252288818,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -110.19,
              35.71
            ],
            [
              -110.17,
              35.69
            ],
            [
              -110.17,
              35.66
            ],
            [
              -110.19,
              35.64
            ],
            [
              -110.23,
              35.64
            ],
            [
              -110.24,
              35.65
            ],
            [
              -110.24,
              35.69
            ],
            [
              -110.23,
              35.7
            ],
            [
              -110.2,
              35.7
            ],
            [
              -110.19,
              35.71
            ]
          ]
        ]
      },
      "raw_probability": 0.0541,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "2e6b148bf5c2af31a3b65181e32d783e653c322820c02f11c10a71e04d2310c4",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0541,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "22b42f07bd538ad368afceb44c4446212cff4fc6bdd98139814c109035ed9f28",
        "signature": {
          "alg": "ed25519",
          "sig": "7b85fab1d93d1af098b1d1724e14c096692d2ef5d5649cf344028051329607868f9eece25570fbe8403b3cc901cab181b6c9843c87b3f4594007f93f6e7b9a0a"
        }
      },
      "receipt_sha256": "22b42f07bd538ad368afceb44c4446212cff4fc6bdd98139814c109035ed9f28"
    },
    {
      "storm_id": "228365",
      "lat": 29.5583,
      "lon": -103.0,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 850.0,
      "ebshear": 8.0,
      "srh01": 13.0,
      "maxllaz": 0.001,
      "mesh": 0.54,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 13.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.2509
        },
        {
          "name": "alignment",
          "value": -2.0152
        },
        {
          "name": "tau",
          "value": 0.9431
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0537
      },
      "coherence_score": 0.9431066513061523,
      "coherence_diagnostics": {
        "tau": 0.9431066513061523,
        "grad_tau": 0.09434486925601959,
        "torsion": 0.0,
        "alignment": -2.0151946544647217,
        "S_field": 0.7532231211662292,
        "Gamma_field": 0.5121520757675171,
        "S_over_Gamma": 1.470702052116394,
        "Da": 30.15696144104004,
        "E_coh": 0.955034613609314,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -103.02,
              29.61
            ],
            [
              -102.99,
              29.61
            ],
            [
              -102.97,
              29.6
            ],
            [
              -102.96,
              29.58
            ],
            [
              -102.96,
              29.54
            ],
            [
              -102.97,
              29.52
            ],
            [
              -102.98,
              29.52
            ],
            [
              -103.0,
              29.5
            ],
            [
              -103.03,
              29.5
            ],
            [
              -103.05,
              29.54
            ],
            [
              -103.05,
              29.57
            ],
            [
              -103.02,
              29.61
            ]
          ]
        ]
      },
      "raw_probability": 0.0537,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "bfab8f6d303e0ad54ca3f91bc0125a0ad236f1fed6e934f819fd115938a49693",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0537,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9b3198e5f6c219276bc8bec69fe02a3c8e51e9f362d4fcd8d1766b58e001e5d9",
        "signature": {
          "alg": "ed25519",
          "sig": "9647f9b352cfa0e38b416668d71c85ef785af4070575e35b07ef379b402c10506cda926243ba1b76d3729cf5ac744d22c8e37868e30688d622e654ba6100ef05"
        }
      },
      "receipt_sha256": "9b3198e5f6c219276bc8bec69fe02a3c8e51e9f362d4fcd8d1766b58e001e5d9"
    },
    {
      "storm_id": "228457",
      "lat": 48.1728,
      "lon": -76.8204,
      "motion_east": 7.2,
      "motion_south": 2.8,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 970.0,
      "ebshear": 30.0,
      "srh01": 20.0,
      "maxllaz": 0.004,
      "mesh": 0.49,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 20.0
        },
        {
          "name": "hrrr_pwat",
          "value": 23.0009
        },
        {
          "name": "alignment",
          "value": -0.5717
        },
        {
          "name": "tau",
          "value": 0.5293
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0537
      },
      "coherence_score": 0.5293402671813965,
      "coherence_diagnostics": {
        "tau": 0.5293402671813965,
        "grad_tau": 0.4293191134929657,
        "torsion": 0.0,
        "alignment": -0.5716750621795654,
        "S_field": 0.35624390840530396,
        "Gamma_field": 0.22965209186077118,
        "S_over_Gamma": 1.5512330532073975,
        "Da": 13.671123504638672,
        "E_coh": 0.7347794771194458,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -76.93,
              48.26
            ],
            [
              -76.89,
              48.25
            ],
            [
              -76.87,
              48.22
            ],
            [
              -76.87,
              48.2
            ],
            [
              -76.84,
              48.17
            ],
            [
              -76.83,
              48.17
            ],
            [
              -76.78,
              48.21
            ],
            [
              -76.72,
              48.21
            ],
            [
              -76.7,
              48.22
            ],
            [
              -76.63,
              48.15
            ],
            [
              -76.63,
              48.1
            ],
            [
              -76.64,
              48.09
            ],
            [
              -76.73,
              48.1
            ],
            [
              -76.76,
              48.08
            ],
            [
              -76.82,
              48.08
            ],
            [
              -76.84,
              48.1
            ],
            [
              -76.84,
              48.13
            ],
            [
              -76.86,
              48.14
            ],
            [
              -76.86,
              48.16
            ],
            [
              -76.88,
              48.17
            ],
            [
              -76.88,
              48.18
            ],
            [
              -76.9,
              48.2
            ],
            [
              -76.94,
              48.22
            ],
            [
              -76.94,
              48.25
            ],
            [
              -76.93,
              48.26
            ]
          ]
        ]
      },
      "raw_probability": 0.0537,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "bfab8f6d303e0ad54ca3f91bc0125a0ad236f1fed6e934f819fd115938a49693",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0537,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9b3198e5f6c219276bc8bec69fe02a3c8e51e9f362d4fcd8d1766b58e001e5d9",
        "signature": {
          "alg": "ed25519",
          "sig": "9647f9b352cfa0e38b416668d71c85ef785af4070575e35b07ef379b402c10506cda926243ba1b76d3729cf5ac744d22c8e37868e30688d622e654ba6100ef05"
        }
      },
      "receipt_sha256": "9b3198e5f6c219276bc8bec69fe02a3c8e51e9f362d4fcd8d1766b58e001e5d9"
    },
    {
      "storm_id": "228734",
      "lat": 39.09,
      "lon": -117.9614,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 450.0,
      "ebshear": 10.0,
      "srh01": 9.0,
      "maxllaz": 0.002,
      "mesh": 0.19,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 9.0
        },
        {
          "name": "hrrr_pwat",
          "value": 22.7509
        },
        {
          "name": "alignment",
          "value": -3.0574
        },
        {
          "name": "tau",
          "value": 0.3764
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0527
      },
      "coherence_score": 0.37636491656303406,
      "coherence_diagnostics": {
        "tau": 0.37636491656303406,
        "grad_tau": 0.0713757649064064,
        "torsion": 0.0,
        "alignment": -3.05743408203125,
        "S_field": 0.1383410096168518,
        "Gamma_field": 0.38548544049263,
        "S_over_Gamma": 0.3588747978210449,
        "Da": 22.952442169189453,
        "E_coh": 0.8756975531578064,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -117.97,
              39.12
            ],
            [
              -117.93,
              39.11
            ],
            [
              -117.93,
              39.07
            ],
            [
              -117.95,
              39.05
            ],
            [
              -117.99,
              39.05
            ],
            [
              -117.99,
              39.11
            ],
            [
              -117.97,
              39.12
            ]
          ]
        ]
      },
      "raw_probability": 0.0527,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "ad2e01c6f48c880a2d67a7165a479a0e2b63df657a3167c7444849ae61ab4d6d",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0527,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "bd6a60b8a76a3a16743f212e6fd5d4c16eae51692223feaddc6136d26e149f19",
        "signature": {
          "alg": "ed25519",
          "sig": "7c88893a9838c9e27a1559965d0d17aa850f3ef38cc55e7aefa0f3b78da47e993840313765aa68da62bbcc3a4e03907822a042b0d4fe12934f7fc1399315af02"
        }
      },
      "receipt_sha256": "bd6a60b8a76a3a16743f212e6fd5d4c16eae51692223feaddc6136d26e149f19"
    },
    {
      "storm_id": "228530",
      "lat": 32.4356,
      "lon": -115.4289,
      "motion_east": 2.9,
      "motion_south": 0.0,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2641.0,
      "ebshear": 17.0,
      "srh01": 14.0,
      "maxllaz": 0.005,
      "mesh": 0.57,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 14.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.5009
        },
        {
          "name": "alignment",
          "value": -2.2967
        },
        {
          "name": "tau",
          "value": 0.5661
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0525
      },
      "coherence_score": 0.5660545825958252,
      "coherence_diagnostics": {
        "tau": 0.5660545825958252,
        "grad_tau": 0.0535803847014904,
        "torsion": 0.0,
        "alignment": -2.2967464923858643,
        "S_field": 0.10075104981660843,
        "Gamma_field": 0.15965209901332855,
        "S_over_Gamma": 0.6310662627220154,
        "Da": 9.558679580688477,
        "E_coh": 0.5255957245826721,
        "singularity_count": 0.0,
        "singularity_conditions_met": 0,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -115.45,
              32.46
            ],
            [
              -115.4,
              32.46
            ],
            [
              -115.39,
              32.45
            ],
            [
              -115.39,
              32.42
            ],
            [
              -115.42,
              32.4
            ],
            [
              -115.44,
              32.4
            ],
            [
              -115.46,
              32.42
            ],
            [
              -115.46,
              32.45
            ],
            [
              -115.45,
              32.46
            ]
          ]
        ]
      },
      "raw_probability": 0.0525,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "f92fc5d25bcb80c19200ead53af5ef48d0e7c7e7bdfe1ce221b7e94569517e1c",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0525,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "77df50519f986253f35d041a9b333b203c08fb49b7647419a57c35cc44125169",
        "signature": {
          "alg": "ed25519",
          "sig": "79d161ea7d95f1ec408d37e0d86dec1497cc732c23015b0f2393d60d055fbd098b4ed3ea4976e484c0c5af22f4e93b8d8c0ad9c161e95d1b5e336ec15da9d204"
        }
      },
      "receipt_sha256": "77df50519f986253f35d041a9b333b203c08fb49b7647419a57c35cc44125169"
    },
    {
      "storm_id": "227820",
      "lat": 49.9385,
      "lon": -78.4854,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1294.0,
      "ebshear": 25.0,
      "srh01": 24.0,
      "maxllaz": 0.001,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 24.0
        },
        {
          "name": "hrrr_pwat",
          "value": 23.1259
        },
        {
          "name": "alignment",
          "value": 0.6023
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0523
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.5748149156570435,
        "torsion": 0.0,
        "alignment": 0.6022891998291016,
        "S_field": 0.34514838457107544,
        "Gamma_field": 0.27131879329681396,
        "S_over_Gamma": 1.2721138000488281,
        "Da": 15.850371360778809,
        "E_coh": 0.7985182404518127,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -78.48,
              49.98
            ],
            [
              -78.43,
              49.98
            ],
            [
              -78.43,
              49.96
            ],
            [
              -78.46,
              49.93
            ],
            [
              -78.46,
              49.91
            ],
            [
              -78.47,
              49.9
            ],
            [
              -78.49,
              49.89
            ],
            [
              -78.53,
              49.89
            ],
            [
              -78.54,
              49.9
            ],
            [
              -78.54,
              49.94
            ],
            [
              -78.51,
              49.97
            ],
            [
              -78.49,
              49.97
            ],
            [
              -78.48,
              49.98
            ]
          ]
        ]
      },
      "raw_probability": 0.0523,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "979424a5d4592c50be68d2a25d85b74fc5f8aa16ef7f692c5890e5aead134663",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0523,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "27b8925558c6519ee05c4c635bf62985482fee0186ad4013f71ebcc0db22e073",
        "signature": {
          "alg": "ed25519",
          "sig": "395caac3871b04e3015051020b8f1f4642f73191a886594d305b4bb4909f0160d5f6b87a670042c015e019f0c3180bde2c4abf9e1cc263920c0a3544c7c72c0f"
        }
      },
      "receipt_sha256": "27b8925558c6519ee05c4c635bf62985482fee0186ad4013f71ebcc0db22e073"
    },
    {
      "storm_id": "228850",
      "lat": 50.2925,
      "lon": -78.8113,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 781.0,
      "ebshear": 24.0,
      "srh01": 14.0,
      "maxllaz": 0.0,
      "mesh": 0.13,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 14.0
        },
        {
          "name": "hrrr_pwat",
          "value": 23.1259
        },
        {
          "name": "alignment",
          "value": 0.6023
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0523
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.5748149156570435,
        "torsion": 0.0,
        "alignment": 0.6022891998291016,
        "S_field": 0.34514838457107544,
        "Gamma_field": 0.27131879329681396,
        "S_over_Gamma": 1.2721138000488281,
        "Da": 15.850371360778809,
        "E_coh": 0.7985182404518127,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -78.79,
              50.33
            ],
            [
              -78.78,
              50.32
            ],
            [
              -78.77,
              50.27
            ],
            [
              -78.81,
              50.24
            ],
            [
              -78.88,
              50.24
            ],
            [
              -78.84,
              50.29
            ],
            [
              -78.83,
              50.32
            ],
            [
              -78.79,
              50.33
            ]
          ]
        ]
      },
      "raw_probability": 0.0523,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "979424a5d4592c50be68d2a25d85b74fc5f8aa16ef7f692c5890e5aead134663",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0523,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "27b8925558c6519ee05c4c635bf62985482fee0186ad4013f71ebcc0db22e073",
        "signature": {
          "alg": "ed25519",
          "sig": "395caac3871b04e3015051020b8f1f4642f73191a886594d305b4bb4909f0160d5f6b87a670042c015e019f0c3180bde2c4abf9e1cc263920c0a3544c7c72c0f"
        }
      },
      "receipt_sha256": "27b8925558c6519ee05c4c635bf62985482fee0186ad4013f71ebcc0db22e073"
    },
    {
      "storm_id": "228955",
      "lat": 49.6471,
      "lon": -78.1276,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1213.0,
      "ebshear": 25.0,
      "srh01": 20.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 20.0
        },
        {
          "name": "hrrr_pwat",
          "value": 23.1259
        },
        {
          "name": "alignment",
          "value": 0.6023
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0523
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.5748149156570435,
        "torsion": 0.0,
        "alignment": 0.6022891998291016,
        "S_field": 0.34514838457107544,
        "Gamma_field": 0.27131879329681396,
        "S_over_Gamma": 1.2721138000488281,
        "Da": 15.850371360778809,
        "E_coh": 0.7985182404518127,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -78.18,
              49.7
            ],
            [
              -78.13,
              49.69
            ],
            [
              -78.09,
              49.66
            ],
            [
              -78.03,
              49.65
            ],
            [
              -78.03,
              49.64
            ],
            [
              -78.05,
              49.63
            ],
            [
              -78.05,
              49.6
            ],
            [
              -78.06,
              49.59
            ],
            [
              -78.1,
              49.59
            ],
            [
              -78.12,
              49.61
            ],
            [
              -78.16,
              49.63
            ],
            [
              -78.18,
              49.63
            ],
            [
              -78.2,
              49.65
            ],
            [
              -78.21,
              49.65
            ],
            [
              -78.21,
              49.69
            ],
            [
              -78.19,
              49.69
            ],
            [
              -78.18,
              49.7
            ]
          ]
        ]
      },
      "raw_probability": 0.0523,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "979424a5d4592c50be68d2a25d85b74fc5f8aa16ef7f692c5890e5aead134663",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0523,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "27b8925558c6519ee05c4c635bf62985482fee0186ad4013f71ebcc0db22e073",
        "signature": {
          "alg": "ed25519",
          "sig": "395caac3871b04e3015051020b8f1f4642f73191a886594d305b4bb4909f0160d5f6b87a670042c015e019f0c3180bde2c4abf9e1cc263920c0a3544c7c72c0f"
        }
      },
      "receipt_sha256": "27b8925558c6519ee05c4c635bf62985482fee0186ad4013f71ebcc0db22e073"
    },
    {
      "storm_id": "226330",
      "lat": 27.5867,
      "lon": -81.0,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2365.0,
      "ebshear": 9.0,
      "srh01": 17.0,
      "maxllaz": 0.002,
      "mesh": 0.45,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 17.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.2509
        },
        {
          "name": "alignment",
          "value": 0.2157
        },
        {
          "name": "tau",
          "value": 3.9015
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0521
      },
      "coherence_score": 3.9014530181884766,
      "coherence_diagnostics": {
        "tau": 3.9014530181884766,
        "grad_tau": 0.42960119247436523,
        "torsion": 0.0,
        "alignment": 0.21573545038700104,
        "S_field": 1.2537591457366943,
        "Gamma_field": 0.23631875216960907,
        "S_over_Gamma": 5.305373191833496,
        "Da": 14.700349807739258,
        "E_coh": 0.9813524484634399,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 5,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.02,
              27.62
            ],
            [
              -80.98,
              27.62
            ],
            [
              -80.96,
              27.6
            ],
            [
              -80.96,
              27.56
            ],
            [
              -80.97,
              27.55
            ],
            [
              -81.01,
              27.54
            ],
            [
              -81.04,
              27.57
            ],
            [
              -81.04,
              27.6
            ],
            [
              -81.02,
              27.62
            ]
          ]
        ]
      },
      "raw_probability": 0.0521,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "01c53939c276eb9604902969171f58f4c373411ba2b06ac05f1deb76cbabc1df",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0521,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8c25771f54c60be09f7930d0c591ee69101abf902afbfda32461cdab46cb26f9",
        "signature": {
          "alg": "ed25519",
          "sig": "0811949e73a461b987f598668801dfc8cc46c50fd668d7d4dc441452f4991ff9994ab090118b3ebf88d5e069bb363bf5251d77c4ee9fcddfeae30d4d39360d0e"
        }
      },
      "receipt_sha256": "8c25771f54c60be09f7930d0c591ee69101abf902afbfda32461cdab46cb26f9"
    },
    {
      "storm_id": "228433",
      "lat": 31.9973,
      "lon": -115.6727,
      "motion_east": 2.0,
      "motion_south": -1.0,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1743.0,
      "ebshear": 22.0,
      "srh01": 42.0,
      "maxllaz": 0.005,
      "mesh": 0.88,
      "flash_rate": 34.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 42.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.6259
        },
        {
          "name": "alignment",
          "value": 0.8381
        },
        {
          "name": "tau",
          "value": 0.5094
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.052
      },
      "coherence_score": 0.509409487247467,
      "coherence_diagnostics": {
        "tau": 0.509409487247467,
        "grad_tau": 0.044819872826337814,
        "torsion": 0.0,
        "alignment": 0.8381059169769287,
        "S_field": 0.07679475098848343,
        "Gamma_field": 0.1629854291677475,
        "S_over_Gamma": 0.47117555141448975,
        "Da": 9.709870338439941,
        "E_coh": 0.01812940463423729,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -115.67,
              32.05
            ],
            [
              -115.63,
              32.05
            ],
            [
              -115.61,
              32.03
            ],
            [
              -115.61,
              31.99
            ],
            [
              -115.64,
              31.96
            ],
            [
              -115.68,
              31.94
            ],
            [
              -115.71,
              31.94
            ],
            [
              -115.73,
              31.96
            ],
            [
              -115.73,
              31.99
            ],
            [
              -115.72,
              32.01
            ],
            [
              -115.67,
              32.05
            ]
          ]
        ]
      },
      "raw_probability": 0.052,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "8b2399ca740e30eb7c5b3cceb126a8b7bea91d0a014ee6bcb9100498f31c5fbc",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.052,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6395d733968a69ed74cdae9352a702555c42622169e2c34f46fa5e37674892b5",
        "signature": {
          "alg": "ed25519",
          "sig": "e113878a6efdcf9cf74812faa34cf2c0fa0425f5d45713b17bda2d72b6710208b1fdfa9fbbbb83b32e5d39dfa1b281bb012850c3399f7cfacdbd168169558807"
        }
      },
      "receipt_sha256": "6395d733968a69ed74cdae9352a702555c42622169e2c34f46fa5e37674892b5"
    },
    {
      "storm_id": "228858",
      "lat": 46.2458,
      "lon": -110.0525,
      "motion_east": 5.8,
      "motion_south": 2.2,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 495.0,
      "ebshear": 41.0,
      "srh01": 14.0,
      "maxllaz": 0.008,
      "mesh": 0.22,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 14.0
        },
        {
          "name": "hrrr_pwat",
          "value": 19.1259
        },
        {
          "name": "alignment",
          "value": -0.2195
        },
        {
          "name": "tau",
          "value": 0.3826
        },
        {
          "name": "maxllaz",
          "value": 0.008
        }
      ],
      "model_scores": {
        "gbt_prob": 0.052
      },
      "coherence_score": 0.3825809955596924,
      "coherence_diagnostics": {
        "tau": 0.3825809955596924,
        "grad_tau": 0.05441702529788017,
        "torsion": 0.0,
        "alignment": -0.21952876448631287,
        "S_field": 0.14783082902431488,
        "Gamma_field": 0.7229854464530945,
        "S_over_Gamma": 0.20447276532649994,
        "Da": 43.32637405395508,
        "E_coh": 0.35615232586860657,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -110.08,
              46.3
            ],
            [
              -110.04,
              46.3
            ],
            [
              -110.0,
              46.27
            ],
            [
              -109.99,
              46.27
            ],
            [
              -109.99,
              46.21
            ],
            [
              -110.0,
              46.2
            ],
            [
              -110.05,
              46.19
            ],
            [
              -110.06,
              46.2
            ],
            [
              -110.1,
              46.21
            ],
            [
              -110.12,
              46.23
            ],
            [
              -110.12,
              46.27
            ],
            [
              -110.08,
              46.3
            ]
          ]
        ]
      },
      "raw_probability": 0.052,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "8b2399ca740e30eb7c5b3cceb126a8b7bea91d0a014ee6bcb9100498f31c5fbc",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.052,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6395d733968a69ed74cdae9352a702555c42622169e2c34f46fa5e37674892b5",
        "signature": {
          "alg": "ed25519",
          "sig": "e113878a6efdcf9cf74812faa34cf2c0fa0425f5d45713b17bda2d72b6710208b1fdfa9fbbbb83b32e5d39dfa1b281bb012850c3399f7cfacdbd168169558807"
        }
      },
      "receipt_sha256": "6395d733968a69ed74cdae9352a702555c42622169e2c34f46fa5e37674892b5"
    },
    {
      "storm_id": "228844",
      "lat": 37.1057,
      "lon": -93.1871,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3862.0,
      "ebshear": 23.0,
      "srh01": 10.0,
      "maxllaz": 0.003,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 10.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.7509
        },
        {
          "name": "alignment",
          "value": 1.9096
        },
        {
          "name": "tau",
          "value": 2.0929
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0519
      },
      "coherence_score": 2.09293794631958,
      "coherence_diagnostics": {
        "tau": 2.09293794631958,
        "grad_tau": 0.6482738256454468,
        "torsion": 0.0,
        "alignment": 1.9096167087554932,
        "S_field": 1.0284011363983154,
        "Gamma_field": 0.46798545122146606,
        "S_over_Gamma": 2.1975066661834717,
        "Da": 30.689599990844727,
        "E_coh": 0.9982512593269348,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -93.09,
              37.17
            ],
            [
              -93.09,
              37.08
            ],
            [
              -93.12,
              37.08
            ],
            [
              -93.13,
              37.07
            ],
            [
              -93.21,
              37.08
            ],
            [
              -93.24,
              37.05
            ],
            [
              -93.27,
              37.05
            ],
            [
              -93.29,
              37.06
            ],
            [
              -93.29,
              37.11
            ],
            [
              -93.25,
              37.11
            ],
            [
              -93.23,
              37.13
            ],
            [
              -93.22,
              37.16
            ],
            [
              -93.1,
              37.16
            ],
            [
              -93.09,
              37.17
            ]
          ]
        ]
      },
      "raw_probability": 0.0519,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "7f7e49b657f99149a29bffc015d3ed7edbbefa66d34f1096eacb6f4c32c2a2df",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0519,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "45ddb0844c2faede4f94c3025b989fb59cf5a72eec277530d2a1184f78becb31",
        "signature": {
          "alg": "ed25519",
          "sig": "2c7c9b6ae35c123d3933a8531c4b92e674df1eabe7dce9f7a2ba53d80163538632a30db1c12cd8d24422d009c0a92a6bef15db67b083ebc3ee89cfb453211705"
        }
      },
      "receipt_sha256": "45ddb0844c2faede4f94c3025b989fb59cf5a72eec277530d2a1184f78becb31"
    },
    {
      "storm_id": "228823",
      "lat": 49.3283,
      "lon": -93.4158,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 373.0,
      "ebshear": 30.0,
      "srh01": 19.0,
      "maxllaz": 0.001,
      "mesh": 0.11,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 19.0
        },
        {
          "name": "hrrr_pwat",
          "value": 22.0009
        },
        {
          "name": "alignment",
          "value": 1.7273
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0513
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.35928165912628174,
        "torsion": 0.0,
        "alignment": 1.7272891998291016,
        "S_field": 0.23928366601467133,
        "Gamma_field": 0.30048543214797974,
        "S_over_Gamma": 0.7963236570358276,
        "Da": 17.188501358032227,
        "E_coh": 0.657783031463623,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -93.42,
              49.36
            ],
            [
              -93.41,
              49.35
            ],
            [
              -93.37,
              49.35
            ],
            [
              -93.36,
              49.34
            ],
            [
              -93.41,
              49.31
            ],
            [
              -93.41,
              49.3
            ],
            [
              -93.39,
              49.28
            ],
            [
              -93.44,
              49.28
            ],
            [
              -93.44,
              49.32
            ],
            [
              -93.46,
              49.34
            ],
            [
              -93.46,
              49.35
            ],
            [
              -93.42,
              49.36
            ]
          ]
        ]
      },
      "raw_probability": 0.0513,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "f9ec1b5fa4372c72c8a0ebbef40bf30487cd02d7f13764cd81952d8d3c455182",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0513,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "84005d08d979b9358d47fd5a0bfbdd7b4ffb3da23a0749dafd3beec817b6003e",
        "signature": {
          "alg": "ed25519",
          "sig": "bc584c370ff797d4aa89617068e2772b8e7f51abebab9b0845b37608e837fd1c5393437be856816cf74a8ca4858075996414b93e11045c31141d0bad0b005700"
        }
      },
      "receipt_sha256": "84005d08d979b9358d47fd5a0bfbdd7b4ffb3da23a0749dafd3beec817b6003e"
    },
    {
      "storm_id": "228592",
      "lat": 46.3472,
      "lon": -101.8684,
      "motion_east": 3.1,
      "motion_south": 0.0,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1495.0,
      "ebshear": 28.0,
      "srh01": 18.0,
      "maxllaz": 0.002,
      "mesh": 0.35,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 18.0
        },
        {
          "name": "hrrr_pwat",
          "value": 28.5009
        },
        {
          "name": "alignment",
          "value": -1.2418
        },
        {
          "name": "tau",
          "value": 0.6107
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0512
      },
      "coherence_score": 0.6107020378112793,
      "coherence_diagnostics": {
        "tau": 0.6107020378112793,
        "grad_tau": 0.08427953720092773,
        "torsion": 0.0,
        "alignment": -1.2417972087860107,
        "S_field": 0.2614726126194,
        "Gamma_field": 0.47715210914611816,
        "S_over_Gamma": 0.547985851764679,
        "Da": 29.03649139404297,
        "E_coh": 0.25040698051452637,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -101.76,
              46.47
            ],
            [
              -101.71,
              46.47
            ],
            [
              -101.67,
              46.43
            ],
            [
              -101.67,
              46.42
            ],
            [
              -101.76,
              46.34
            ],
            [
              -101.78,
              46.3
            ],
            [
              -101.82,
              46.29
            ],
            [
              -101.87,
              46.24
            ],
            [
              -101.94,
              46.24
            ],
            [
              -101.95,
              46.25
            ],
            [
              -101.99,
              46.25
            ],
            [
              -102.03,
              46.27
            ],
            [
              -102.05,
              46.29
            ],
            [
              -102.05,
              46.3
            ],
            [
              -102.01,
              46.33
            ],
            [
              -101.95,
              46.33
            ],
            [
              -101.94,
              46.32
            ],
            [
              -101.9,
              46.32
            ],
            [
              -101.88,
              46.34
            ],
            [
              -101.89,
              46.36
            ],
            [
              -101.89,
              46.39
            ],
            [
              -101.87,
              46.41
            ],
            [
              -101.8,
              46.41
            ],
            [
              -101.77,
              46.44
            ],
            [
              -101.76,
              46.47
            ]
          ]
        ]
      },
      "raw_probability": 0.0512,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "a8bb803d5272ab3b01af1415f3ba091566b0144ab1e4094fca582b58e8026a91",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0512,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "aba2468c414d5ba913cf23218e1ce01315307dc8a07a337d919f2025bf6ee223",
        "signature": {
          "alg": "ed25519",
          "sig": "dc9c5fa9b9fe7bcd55976f79a453124316531195d836ae6853ba0d43dcc8d8ad1b398c84911c2e9df30d39cceb116f4a6d02d51174706119e25bb6ef3d106b00"
        }
      },
      "receipt_sha256": "aba2468c414d5ba913cf23218e1ce01315307dc8a07a337d919f2025bf6ee223"
    },
    {
      "storm_id": "228828",
      "lat": 46.5711,
      "lon": -102.1456,
      "motion_east": 3.3,
      "motion_south": 0.0,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1070.0,
      "ebshear": 31.0,
      "srh01": 24.0,
      "maxllaz": 0.002,
      "mesh": 0.39,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 24.0
        },
        {
          "name": "hrrr_pwat",
          "value": 28.5009
        },
        {
          "name": "alignment",
          "value": -1.2418
        },
        {
          "name": "tau",
          "value": 0.6107
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.051
      },
      "coherence_score": 0.6107020378112793,
      "coherence_diagnostics": {
        "tau": 0.6107020378112793,
        "grad_tau": 0.08427953720092773,
        "torsion": 0.0,
        "alignment": -1.2417972087860107,
        "S_field": 0.2614726126194,
        "Gamma_field": 0.47715210914611816,
        "S_over_Gamma": 0.547985851764679,
        "Da": 29.03649139404297,
        "E_coh": 0.25040698051452637,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -102.15,
              46.6
            ],
            [
              -102.12,
              46.6
            ],
            [
              -102.11,
              46.59
            ],
            [
              -102.11,
              46.57
            ],
            [
              -102.14,
              46.54
            ],
            [
              -102.17,
              46.53
            ],
            [
              -102.18,
              46.54
            ],
            [
              -102.18,
              46.57
            ],
            [
              -102.15,
              46.6
            ]
          ]
        ]
      },
      "raw_probability": 0.051,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "9a93d70f7945e83ea376d13a813ce4e24806d84d0011ec59ca4fd281863be00b",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.051,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c03acbfdbbaf56ed963894d8c58d84ce8ad0094afa4c2cec4f42d65b09a62dbb",
        "signature": {
          "alg": "ed25519",
          "sig": "36e8ccc3cc5bda9cdb22a3e34c17683ba60028c836481853eebcca41f89347f295d67b14260b5ee98a6d5b041f5f95b59f24cf8b7d24e87be85f159e635e7209"
        }
      },
      "receipt_sha256": "c03acbfdbbaf56ed963894d8c58d84ce8ad0094afa4c2cec4f42d65b09a62dbb"
    },
    {
      "storm_id": "228179",
      "lat": 50.7225,
      "lon": -91.4581,
      "motion_east": 5.3,
      "motion_south": 5.6,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 775.0,
      "ebshear": 33.0,
      "srh01": 14.0,
      "maxllaz": 0.001,
      "mesh": 0.19,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 14.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.7509
        },
        {
          "name": "alignment",
          "value": 1.9148
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0509
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.3722526431083679,
        "torsion": 0.0,
        "alignment": 1.9147891998291016,
        "S_field": 0.26119643449783325,
        "Gamma_field": 0.3021521270275116,
        "S_over_Gamma": 0.8644533753395081,
        "Da": 17.308032989501953,
        "E_coh": 0.6232803463935852,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -91.53,
              50.77
            ],
            [
              -91.4,
              50.77
            ],
            [
              -91.38,
              50.76
            ],
            [
              -91.38,
              50.75
            ],
            [
              -91.36,
              50.73
            ],
            [
              -91.35,
              50.71
            ],
            [
              -91.35,
              50.68
            ],
            [
              -91.37,
              50.66
            ],
            [
              -91.43,
              50.66
            ],
            [
              -91.44,
              50.67
            ],
            [
              -91.55,
              50.67
            ],
            [
              -91.58,
              50.7
            ],
            [
              -91.58,
              50.74
            ],
            [
              -91.56,
              50.76
            ],
            [
              -91.54,
              50.76
            ],
            [
              -91.53,
              50.77
            ]
          ]
        ]
      },
      "raw_probability": 0.0509,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "45341dd9f44ed3ee0f44d8fe5ece4f38696c4dc51b34691ea0c6838151216974",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0509,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3a04f5a950adb1581d521ae692cba10ff29fe1d38f96a043d1e32b9484459357",
        "signature": {
          "alg": "ed25519",
          "sig": "2d5be98a151fa6fdfc9ee166d7e04236c0b4084f9a73662b529827ad60328192825eba73ee6c07cd7d064ecde1d9e269c2ceea4e9b896a3dfd8599e034356c08"
        }
      },
      "receipt_sha256": "3a04f5a950adb1581d521ae692cba10ff29fe1d38f96a043d1e32b9484459357"
    },
    {
      "storm_id": "228214",
      "lat": 31.195,
      "lon": -102.353,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2550.0,
      "ebshear": 15.0,
      "srh01": 20.0,
      "maxllaz": 0.002,
      "mesh": 0.1,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 20.0
        },
        {
          "name": "hrrr_pwat",
          "value": 30.0009
        },
        {
          "name": "alignment",
          "value": -2.0263
        },
        {
          "name": "tau",
          "value": 0.7335
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0509
      },
      "coherence_score": 0.7334804534912109,
      "coherence_diagnostics": {
        "tau": 0.7334804534912109,
        "grad_tau": 0.1443863809108734,
        "torsion": 0.0,
        "alignment": -2.026324510574341,
        "S_field": 0.38711050152778625,
        "Gamma_field": 0.5113187432289124,
        "S_over_Gamma": 0.7570825815200806,
        "Da": 29.40020179748535,
        "E_coh": 0.9462656378746033,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -102.37,
              31.23
            ],
            [
              -102.32,
              31.23
            ],
            [
              -102.31,
              31.22
            ],
            [
              -102.31,
              31.16
            ],
            [
              -102.32,
              31.15
            ],
            [
              -102.38,
              31.15
            ],
            [
              -102.39,
              31.16
            ],
            [
              -102.39,
              31.2
            ],
            [
              -102.37,
              31.22
            ],
            [
              -102.37,
              31.23
            ]
          ]
        ]
      },
      "raw_probability": 0.0509,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "45341dd9f44ed3ee0f44d8fe5ece4f38696c4dc51b34691ea0c6838151216974",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0509,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3a04f5a950adb1581d521ae692cba10ff29fe1d38f96a043d1e32b9484459357",
        "signature": {
          "alg": "ed25519",
          "sig": "2d5be98a151fa6fdfc9ee166d7e04236c0b4084f9a73662b529827ad60328192825eba73ee6c07cd7d064ecde1d9e269c2ceea4e9b896a3dfd8599e034356c08"
        }
      },
      "receipt_sha256": "3a04f5a950adb1581d521ae692cba10ff29fe1d38f96a043d1e32b9484459357"
    },
    {
      "storm_id": "228978",
      "lat": 36.8021,
      "lon": -113.3636,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 590.0,
      "ebshear": 8.0,
      "srh01": 15.0,
      "maxllaz": 0.001,
      "mesh": 0.13,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 15.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.6259
        },
        {
          "name": "alignment",
          "value": 0.3957
        },
        {
          "name": "tau",
          "value": 0.3862
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0509
      },
      "coherence_score": 0.38624870777130127,
      "coherence_diagnostics": {
        "tau": 0.38624870777130127,
        "grad_tau": 0.13461819291114807,
        "torsion": 0.0,
        "alignment": 0.39568066596984863,
        "S_field": 0.08005684614181519,
        "Gamma_field": 0.6746521592140198,
        "S_over_Gamma": 0.11866388469934464,
        "Da": 42.591339111328125,
        "E_coh": 0.533522367477417,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -113.35,
              36.85
            ],
            [
              -113.34,
              36.84
            ],
            [
              -113.33,
              36.85
            ],
            [
              -113.33,
              36.8
            ],
            [
              -113.34,
              36.79
            ],
            [
              -113.33,
              36.77
            ],
            [
              -113.34,
              36.75
            ],
            [
              -113.36,
              36.76
            ],
            [
              -113.4,
              36.74
            ],
            [
              -113.42,
              36.75
            ],
            [
              -113.42,
              36.82
            ],
            [
              -113.41,
              36.83
            ],
            [
              -113.37,
              36.83
            ],
            [
              -113.35,
              36.85
            ]
          ]
        ]
      },
      "raw_probability": 0.0509,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "45341dd9f44ed3ee0f44d8fe5ece4f38696c4dc51b34691ea0c6838151216974",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0509,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3a04f5a950adb1581d521ae692cba10ff29fe1d38f96a043d1e32b9484459357",
        "signature": {
          "alg": "ed25519",
          "sig": "2d5be98a151fa6fdfc9ee166d7e04236c0b4084f9a73662b529827ad60328192825eba73ee6c07cd7d064ecde1d9e269c2ceea4e9b896a3dfd8599e034356c08"
        }
      },
      "receipt_sha256": "3a04f5a950adb1581d521ae692cba10ff29fe1d38f96a043d1e32b9484459357"
    },
    {
      "storm_id": "228752",
      "lat": 34.2867,
      "lon": -108.1878,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 640.0,
      "ebshear": 15.0,
      "srh01": 29.0,
      "maxllaz": 0.002,
      "mesh": 0.1,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 29.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.6259
        },
        {
          "name": "alignment",
          "value": 2.6831
        },
        {
          "name": "tau",
          "value": 0.9827
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0508
      },
      "coherence_score": 0.9827250242233276,
      "coherence_diagnostics": {
        "tau": 0.9827250242233276,
        "grad_tau": 0.10980173200368881,
        "torsion": 0.0,
        "alignment": 2.6831417083740234,
        "S_field": 0.3535807132720947,
        "Gamma_field": 0.37465211749076843,
        "S_over_Gamma": 0.9437574148178101,
        "Da": 22.27552032470703,
        "E_coh": 0.9221020340919495,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -108.19,
              34.34
            ],
            [
              -108.15,
              34.32
            ],
            [
              -108.13,
              34.28
            ],
            [
              -108.13,
              34.26
            ],
            [
              -108.17,
              34.23
            ],
            [
              -108.25,
              34.23
            ],
            [
              -108.25,
              34.27
            ],
            [
              -108.23,
              34.31
            ],
            [
              -108.19,
              34.34
            ]
          ]
        ]
      },
      "raw_probability": 0.0508,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "35478c77f348e20a3090b25d3d2ddddc2ba2a5f1f6d7f95f16369774e86e200e",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0508,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7119d1406e7a752b28a405c704d5200cb7b8c579f49bb5a99c845532aa51d13d",
        "signature": {
          "alg": "ed25519",
          "sig": "5a06c3e5afafa57e95aae586b1a812f4a4d5565c77b3f39d9fe866668bf3908df8659b4367db54fe214ce634d72c4577fc3f84f8045898b10807438fcb538b08"
        }
      },
      "receipt_sha256": "7119d1406e7a752b28a405c704d5200cb7b8c579f49bb5a99c845532aa51d13d"
    },
    {
      "storm_id": "227971",
      "lat": 43.0667,
      "lon": -111.8292,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 684.0,
      "ebshear": 12.0,
      "srh01": 15.0,
      "maxllaz": 0.002,
      "mesh": 0.08,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 15.0
        },
        {
          "name": "hrrr_pwat",
          "value": 19.5009
        },
        {
          "name": "alignment",
          "value": -1.4618
        },
        {
          "name": "tau",
          "value": 0.3303
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0506
      },
      "coherence_score": 0.3303186893463135,
      "coherence_diagnostics": {
        "tau": 0.3303186893463135,
        "grad_tau": 0.036573320627212524,
        "torsion": 0.0,
        "alignment": -1.4618182182312012,
        "S_field": 0.14826178550720215,
        "Gamma_field": 0.46798545122146606,
        "S_over_Gamma": 0.3168085217475891,
        "Da": 27.390907287597656,
        "E_coh": 0.36170706152915955,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -111.82,
              43.11
            ],
            [
              -111.76,
              43.11
            ],
            [
              -111.75,
              43.1
            ],
            [
              -111.75,
              43.05
            ],
            [
              -111.81,
              43.04
            ],
            [
              -111.86,
              43.01
            ],
            [
              -111.89,
              43.02
            ],
            [
              -111.88,
              43.03
            ],
            [
              -111.88,
              43.06
            ],
            [
              -111.87,
              43.08
            ],
            [
              -111.86,
              43.08
            ],
            [
              -111.82,
              43.11
            ]
          ]
        ]
      },
      "raw_probability": 0.0506,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "f3551fb2036b6305d20af0a0306f688f0f8c32bc0df7d0e4b19f803f823c85cc",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0506,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ee26f814976ad4a4842c274c026f46f58931f75adcc89175e676cf2c922977ed",
        "signature": {
          "alg": "ed25519",
          "sig": "613f9d6c97495ab1d68693df4e872401431a290dc62051e207459af33eb23e892ba247ffee77d21056b5fb479d2f5386ee1a2f663de0b0052e4c5cbf9b24000e"
        }
      },
      "receipt_sha256": "ee26f814976ad4a4842c274c026f46f58931f75adcc89175e676cf2c922977ed"
    },
    {
      "storm_id": "228724",
      "lat": 43.503,
      "lon": -111.498,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 430.0,
      "ebshear": 12.0,
      "srh01": 15.0,
      "maxllaz": 0.002,
      "mesh": 0.12,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 15.0
        },
        {
          "name": "hrrr_pwat",
          "value": 19.5009
        },
        {
          "name": "alignment",
          "value": -1.4618
        },
        {
          "name": "tau",
          "value": 0.3303
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0506
      },
      "coherence_score": 0.3303186893463135,
      "coherence_diagnostics": {
        "tau": 0.3303186893463135,
        "grad_tau": 0.036573320627212524,
        "torsion": 0.0,
        "alignment": -1.4618182182312012,
        "S_field": 0.14826178550720215,
        "Gamma_field": 0.46798545122146606,
        "S_over_Gamma": 0.3168085217475891,
        "Da": 27.390907287597656,
        "E_coh": 0.36170706152915955,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -111.52,
              43.54
            ],
            [
              -111.49,
              43.54
            ],
            [
              -111.46,
              43.52
            ],
            [
              -111.45,
              43.5
            ],
            [
              -111.45,
              43.46
            ],
            [
              -111.49,
              43.44
            ],
            [
              -111.53,
              43.47
            ],
            [
              -111.53,
              43.5
            ],
            [
              -111.54,
              43.52
            ],
            [
              -111.52,
              43.54
            ]
          ]
        ]
      },
      "raw_probability": 0.0506,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "f3551fb2036b6305d20af0a0306f688f0f8c32bc0df7d0e4b19f803f823c85cc",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0506,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ee26f814976ad4a4842c274c026f46f58931f75adcc89175e676cf2c922977ed",
        "signature": {
          "alg": "ed25519",
          "sig": "613f9d6c97495ab1d68693df4e872401431a290dc62051e207459af33eb23e892ba247ffee77d21056b5fb479d2f5386ee1a2f663de0b0052e4c5cbf9b24000e"
        }
      },
      "receipt_sha256": "ee26f814976ad4a4842c274c026f46f58931f75adcc89175e676cf2c922977ed"
    },
    {
      "storm_id": "228230",
      "lat": 47.3191,
      "lon": -102.79,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 117.0,
      "ebshear": 15.0,
      "srh01": 0.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 26.0009
        },
        {
          "name": "alignment",
          "value": -0.0426
        },
        {
          "name": "tau",
          "value": 0.5533
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0503
      },
      "coherence_score": 0.5533444881439209,
      "coherence_diagnostics": {
        "tau": 0.5533444881439209,
        "grad_tau": 0.04173906892538071,
        "torsion": 0.0,
        "alignment": -0.04259015992283821,
        "S_field": 0.224059596657753,
        "Gamma_field": 0.3038187623023987,
        "S_over_Gamma": 0.7374778389930725,
        "Da": 17.787921905517578,
        "E_coh": 0.23029309511184692,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -102.82,
              47.35
            ],
            [
              -102.79,
              47.35
            ],
            [
              -102.77,
              47.33
            ],
            [
              -102.76,
              47.33
            ],
            [
              -102.75,
              47.32
            ],
            [
              -102.75,
              47.29
            ],
            [
              -102.76,
              47.28
            ],
            [
              -102.81,
              47.28
            ],
            [
              -102.83,
              47.29
            ],
            [
              -102.83,
              47.34
            ],
            [
              -102.82,
              47.35
            ]
          ]
        ]
      },
      "raw_probability": 0.0503,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "6bb1ee740cc9731a746e5fd6a14b5128392e8ae90d7ac6691eb4a55ec70e0eeb",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0503,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "893d47c32a1dce96eaef7acc55bde5726bf35b4d46e0c0211b03d9794bc3accd",
        "signature": {
          "alg": "ed25519",
          "sig": "8ace2b47452b7c8a54917426e12ffb85b5d39732acfa31cad701de2b354d68bbf510d45d83accd8b150e217ed0258380c14c0c39105e8d3b15925db9ae5b400b"
        }
      },
      "receipt_sha256": "893d47c32a1dce96eaef7acc55bde5726bf35b4d46e0c0211b03d9794bc3accd"
    },
    {
      "storm_id": "228945",
      "lat": 30.7729,
      "lon": -110.03,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1162.0,
      "ebshear": 9.0,
      "srh01": 14.0,
      "maxllaz": 0.001,
      "mesh": 0.22,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 14.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.0009
        },
        {
          "name": "alignment",
          "value": -0.2188
        },
        {
          "name": "tau",
          "value": 0.9996
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.05
      },
      "coherence_score": 0.9995589256286621,
      "coherence_diagnostics": {
        "tau": 0.9995589256286621,
        "grad_tau": 0.16735991835594177,
        "torsion": 0.0,
        "alignment": -0.21877676248550415,
        "S_field": 0.5424352884292603,
        "Gamma_field": 0.4529854655265808,
        "S_over_Gamma": 1.19746732711792,
        "Da": 28.740320205688477,
        "E_coh": 0.994219958782196,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -110.01,
              30.82
            ],
            [
              -110.01,
              30.79
            ],
            [
              -109.99,
              30.76
            ],
            [
              -110.0,
              30.75
            ],
            [
              -109.99,
              30.74
            ],
            [
              -110.01,
              30.73
            ],
            [
              -110.04,
              30.75
            ],
            [
              -110.09,
              30.75
            ],
            [
              -110.09,
              30.76
            ],
            [
              -110.07,
              30.78
            ],
            [
              -110.05,
              30.77
            ],
            [
              -110.03,
              30.79
            ],
            [
              -110.03,
              30.81
            ],
            [
              -110.01,
              30.82
            ]
          ]
        ]
      },
      "raw_probability": 0.05,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "7f925b2036e92fe2f1f0697c3aedfff74d719c1ee2cb6b739d7c30484e75972c",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.05,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "24ee0cf7fc5b43707369a5340a9d5978d7a836e3728124603475fe4f89e7d5bf",
        "signature": {
          "alg": "ed25519",
          "sig": "ff696827e20191cf148b7cc3822a9861426ac12464e31445ce4bc1e55571990de0d2881ff37cfc8526c0892cae9b86a7e04c39e8be733bcd9b556ac1a924dc0e"
        }
      },
      "receipt_sha256": "24ee0cf7fc5b43707369a5340a9d5978d7a836e3728124603475fe4f89e7d5bf"
    },
    {
      "storm_id": "228383",
      "lat": 39.5546,
      "lon": -106.52,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 916.0,
      "ebshear": 27.0,
      "srh01": 17.0,
      "maxllaz": 0.002,
      "mesh": 0.13,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 17.0
        },
        {
          "name": "hrrr_pwat",
          "value": 23.8759
        },
        {
          "name": "alignment",
          "value": -1.4414
        },
        {
          "name": "tau",
          "value": 0.5188
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0498
      },
      "coherence_score": 0.5187671184539795,
      "coherence_diagnostics": {
        "tau": 0.5187671184539795,
        "grad_tau": 0.0070106470957398415,
        "torsion": 0.0,
        "alignment": -1.4413931369781494,
        "S_field": 0.20476782321929932,
        "Gamma_field": 0.5629854798316956,
        "S_over_Gamma": 0.3637177646160126,
        "Da": 34.235450744628906,
        "E_coh": 0.4308524429798126,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -106.51,
              39.6
            ],
            [
              -106.46,
              39.6
            ],
            [
              -106.44,
              39.58
            ],
            [
              -106.44,
              39.54
            ],
            [
              -106.48,
              39.51
            ],
            [
              -106.5,
              39.51
            ],
            [
              -106.53,
              39.49
            ],
            [
              -106.55,
              39.49
            ],
            [
              -106.61,
              39.53
            ],
            [
              -106.61,
              39.58
            ],
            [
              -106.6,
              39.59
            ],
            [
              -106.52,
              39.59
            ],
            [
              -106.51,
              39.6
            ]
          ]
        ]
      },
      "raw_probability": 0.0498,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "a96dbb2793c6fa8e4d528502717200a3bbc0736de04be8facd865f10315123fc",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0498,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "05d2668bd889699c874c57c7d9c43ed0149591773935124de18446a35fbaedd1",
        "signature": {
          "alg": "ed25519",
          "sig": "3ba716f8922033b95fc0e3be5017a49081c2712a61d6b648b7a3fe2d7e75ee2c1515c4d67380d2e2329896b330e2d7d58c60a13a04a1751e1150ce9211196c0b"
        }
      },
      "receipt_sha256": "05d2668bd889699c874c57c7d9c43ed0149591773935124de18446a35fbaedd1"
    },
    {
      "storm_id": "228758",
      "lat": 32.635,
      "lon": -110.2093,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1348.0,
      "ebshear": 6.0,
      "srh01": 26.0,
      "maxllaz": 0.002,
      "mesh": 0.11,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 26.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.3759
        },
        {
          "name": "alignment",
          "value": 0.3175
        },
        {
          "name": "tau",
          "value": 0.9183
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0498
      },
      "coherence_score": 0.9182719588279724,
      "coherence_diagnostics": {
        "tau": 0.9182719588279724,
        "grad_tau": 0.1312611997127533,
        "torsion": 0.0,
        "alignment": 0.3174598217010498,
        "S_field": 0.25792253017425537,
        "Gamma_field": 0.4463188052177429,
        "S_over_Gamma": 0.577888548374176,
        "Da": 28.096912384033203,
        "E_coh": 0.9752815961837769,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -110.23,
              32.7
            ],
            [
              -110.22,
              32.68
            ],
            [
              -110.2,
              32.67
            ],
            [
              -110.17,
              32.67
            ],
            [
              -110.17,
              32.63
            ],
            [
              -110.16,
              32.61
            ],
            [
              -110.18,
              32.59
            ],
            [
              -110.2,
              32.59
            ],
            [
              -110.21,
              32.6
            ],
            [
              -110.22,
              32.59
            ],
            [
              -110.24,
              32.59
            ],
            [
              -110.24,
              32.62
            ],
            [
              -110.26,
              32.65
            ],
            [
              -110.23,
              32.7
            ]
          ]
        ]
      },
      "raw_probability": 0.0498,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "a96dbb2793c6fa8e4d528502717200a3bbc0736de04be8facd865f10315123fc",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0498,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "05d2668bd889699c874c57c7d9c43ed0149591773935124de18446a35fbaedd1",
        "signature": {
          "alg": "ed25519",
          "sig": "3ba716f8922033b95fc0e3be5017a49081c2712a61d6b648b7a3fe2d7e75ee2c1515c4d67380d2e2329896b330e2d7d58c60a13a04a1751e1150ce9211196c0b"
        }
      },
      "receipt_sha256": "05d2668bd889699c874c57c7d9c43ed0149591773935124de18446a35fbaedd1"
    },
    {
      "storm_id": "227692",
      "lat": 34.729,
      "lon": -110.421,
      "motion_east": 1.4,
      "motion_south": -3.0,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 842.0,
      "ebshear": 15.0,
      "srh01": 41.0,
      "maxllaz": 0.003,
      "mesh": 0.23,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 41.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.2509
        },
        {
          "name": "alignment",
          "value": 1.6923
        },
        {
          "name": "tau",
          "value": 1.2263
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0497
      },
      "coherence_score": 1.226336121559143,
      "coherence_diagnostics": {
        "tau": 1.226336121559143,
        "grad_tau": 0.11579463630914688,
        "torsion": 0.0,
        "alignment": 1.6922632455825806,
        "S_field": 0.7840092778205872,
        "Gamma_field": 0.35215210914611816,
        "S_over_Gamma": 2.22633695602417,
        "Da": 21.302095413208008,
        "E_coh": 0.9455592036247253,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -110.45,
              34.78
            ],
            [
              -110.41,
              34.78
            ],
            [
              -110.37,
              34.75
            ],
            [
              -110.37,
              34.69
            ],
            [
              -110.38,
              34.68
            ],
            [
              -110.4,
              34.67
            ],
            [
              -110.44,
              34.69
            ],
            [
              -110.47,
              34.72
            ],
            [
              -110.47,
              34.75
            ],
            [
              -110.45,
              34.78
            ]
          ]
        ]
      },
      "raw_probability": 0.0497,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "7c5f97ef5cde80434630353350d8800c77ef81b8a4119c71a06652cec61091f2",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0497,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "04804c51110d20163a7ff047ef0c66ef3f5f5ad7a776f8a932e77fb25ce4e1be",
        "signature": {
          "alg": "ed25519",
          "sig": "1264f83d67a1e643da531703898208272bf7f30ba1df702aec6a466d6b5be81fa7b2d86e58abe95e04bf44ed85d77de3aa22d8d05913711f89daaf013de8c005"
        }
      },
      "receipt_sha256": "04804c51110d20163a7ff047ef0c66ef3f5f5ad7a776f8a932e77fb25ce4e1be"
    },
    {
      "storm_id": "228152",
      "lat": 37.9006,
      "lon": -92.7488,
      "motion_east": 2.0,
      "motion_south": 3.3,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4265.0,
      "ebshear": 25.0,
      "srh01": 18.0,
      "maxllaz": 0.003,
      "mesh": 0.77,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 18.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.2509
        },
        {
          "name": "alignment",
          "value": 1.9043
        },
        {
          "name": "tau",
          "value": 2.9328
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0497
      },
      "coherence_score": 2.9328317642211914,
      "coherence_diagnostics": {
        "tau": 2.9328317642211914,
        "grad_tau": 0.500541090965271,
        "torsion": 0.0,
        "alignment": 1.9043302536010742,
        "S_field": 2.044928789138794,
        "Gamma_field": 0.4179854393005371,
        "S_over_Gamma": 4.8923444747924805,
        "Da": 27.558242797851562,
        "E_coh": 0.9886804223060608,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -92.76,
              37.98
            ],
            [
              -92.72,
              37.98
            ],
            [
              -92.65,
              37.93
            ],
            [
              -92.65,
              37.9
            ],
            [
              -92.66,
              37.88
            ],
            [
              -92.71,
              37.84
            ],
            [
              -92.73,
              37.84
            ],
            [
              -92.74,
              37.83
            ],
            [
              -92.77,
              37.83
            ],
            [
              -92.78,
              37.84
            ],
            [
              -92.81,
              37.84
            ],
            [
              -92.82,
              37.85
            ],
            [
              -92.82,
              37.91
            ],
            [
              -92.79,
              37.94
            ],
            [
              -92.79,
              37.97
            ],
            [
              -92.77,
              37.97
            ],
            [
              -92.76,
              37.98
            ]
          ]
        ]
      },
      "raw_probability": 0.0497,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "7c5f97ef5cde80434630353350d8800c77ef81b8a4119c71a06652cec61091f2",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0497,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "04804c51110d20163a7ff047ef0c66ef3f5f5ad7a776f8a932e77fb25ce4e1be",
        "signature": {
          "alg": "ed25519",
          "sig": "1264f83d67a1e643da531703898208272bf7f30ba1df702aec6a466d6b5be81fa7b2d86e58abe95e04bf44ed85d77de3aa22d8d05913711f89daaf013de8c005"
        }
      },
      "receipt_sha256": "04804c51110d20163a7ff047ef0c66ef3f5f5ad7a776f8a932e77fb25ce4e1be"
    },
    {
      "storm_id": "228271",
      "lat": 39.8755,
      "lon": -119.6487,
      "motion_east": 0.2,
      "motion_south": 2.3,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 398.0,
      "ebshear": 12.0,
      "srh01": 28.0,
      "maxllaz": 0.003,
      "mesh": 0.44,
      "flash_rate": 5.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 28.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.1259
        },
        {
          "name": "alignment",
          "value": 1.7048
        },
        {
          "name": "tau",
          "value": 0.5222
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0496
      },
      "coherence_score": 0.5221797227859497,
      "coherence_diagnostics": {
        "tau": 0.5221797227859497,
        "grad_tau": 0.06474579870700836,
        "torsion": 0.0,
        "alignment": 1.7047979831695557,
        "S_field": 0.18320590257644653,
        "Gamma_field": 0.15000000596046448,
        "S_over_Gamma": 1.2213726043701172,
        "Da": 8.84740924835205,
        "E_coh": 0.03994201868772507,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -119.62,
              40.0
            ],
            [
              -119.61,
              40.0
            ],
            [
              -119.6,
              40.0
            ],
            [
              -119.59,
              40.0
            ],
            [
              -119.58,
              40.0
            ],
            [
              -119.57,
              39.99
            ],
            [
              -119.56,
              39.98
            ],
            [
              -119.55,
              39.97
            ],
            [
              -119.55,
              39.96
            ],
            [
              -119.55,
              39.95
            ],
            [
              -119.55,
              39.94
            ],
            [
              -119.54,
              39.93
            ],
            [
              -119.54,
              39.92
            ],
            [
              -119.54,
              39.91
            ],
            [
              -119.54,
              39.9
            ],
            [
              -119.55,
              39.89
            ],
            [
              -119.55,
              39.88
            ],
            [
              -119.56,
              39.87
            ],
            [
              -119.56,
              39.86
            ],
            [
              -119.57,
              39.85
            ],
            [
              -119.58,
              39.85
            ],
            [
              -119.59,
              39.84
            ],
            [
              -119.6,
              39.84
            ],
            [
              -119.61,
              39.84
            ],
            [
              -119.62,
              39.83
            ],
            [
              -119.63,
              39.84
            ],
            [
              -119.64,
              39.84
            ],
            [
              -119.65,
              39.84
            ],
            [
              -119.66,
              39.84
            ],
            [
              -119.67,
              39.84
            ],
            [
              -119.68,
              39.83
            ],
            [
              -119.69,
              39.82
            ],
            [
              -119.69,
              39.81
            ],
            [
              -119.68,
              39.8
            ],
            [
              -119.69,
              39.79
            ],
            [
              -119.69,
              39.78
            ],
            [
              -119.7,
              39.77
            ],
            [
              -119.71,
              39.76
            ],
            [
              -119.72,
              39.76
            ],
            [
              -119.73,
              39.76
            ],
            [
              -119.74,
              39.76
            ],
            [
              -119.75,
              39.77
            ],
            [
              -119.75,
              39.78
            ],
            [
              -119.75,
              39.79
            ],
            [
              -119.75,
              39.8
            ],
            [
              -119.75,
              39.81
            ],
            [
              -119.74,
              39.82
            ],
            [
              -119.73,
              39.82
            ],
            [
              -119.72,
              39.82
            ],
            [
              -119.71,
              39.82
            ],
            [
              -119.7,
              39.81
            ],
            [
              -119.69,
              39.82
            ],
            [
              -119.68,
              39.83
            ],
            [
              -119.68,
              39.84
            ],
            [
              -119.68,
              39.85
            ],
            [
              -119.68,
              39.86
            ],
            [
              -119.68,
              39.87
            ],
            [
              -119.68,
              39.88
            ],
            [
              -119.69,
              39.89
            ],
            [
              -119.69,
              39.9
            ],
            [
              -119.69,
              39.91
            ],
            [
              -119.69,
              39.92
            ],
            [
              -119.69,
              39.93
            ],
            [
              -119.69,
              39.94
            ],
            [
              -119.68,
              39.95
            ],
            [
              -119.67,
              39.96
            ],
            [
              -119.66,
              39.97
            ],
            [
              -119.65,
              39.98
            ],
            [
              -119.64,
              39.99
            ],
            [
              -119.63,
              39.99
            ],
            [
              -119.62,
              40.0
            ]
          ]
        ]
      },
      "raw_probability": 0.0496,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "d0bf23f76c945a6be40fd5868785a4dbee6eb52fbd4675e72613c428e89689fe",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0496,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "158f1355afb8dbea6b779220547ae8d20878239f1c770d4856099d8aaff48ae3",
        "signature": {
          "alg": "ed25519",
          "sig": "c4ff651be477bc00527dc5c080da6dcefcb5801dba1c83b8ff9034276864ffe9d99a6a47e447ba782e61f7cd46ea2509bb9653ac4d768537a8349305a6f97701"
        }
      },
      "receipt_sha256": "158f1355afb8dbea6b779220547ae8d20878239f1c770d4856099d8aaff48ae3"
    },
    {
      "storm_id": "228767",
      "lat": 49.0069,
      "lon": -75.5156,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 790.0,
      "ebshear": 26.0,
      "srh01": 20.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 20.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.0009
        },
        {
          "name": "alignment",
          "value": 1.1648
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0495
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.4724176526069641,
        "torsion": 0.0,
        "alignment": 1.1647891998291016,
        "S_field": 0.22121760249137878,
        "Gamma_field": 0.2954854667186737,
        "S_over_Gamma": 0.7486581206321716,
        "Da": 17.33434295654297,
        "E_coh": 0.6488236784934998,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -75.49,
              49.11
            ],
            [
              -75.44,
              49.11
            ],
            [
              -75.4,
              49.08
            ],
            [
              -75.4,
              49.03
            ],
            [
              -75.45,
              48.99
            ],
            [
              -75.46,
              48.93
            ],
            [
              -75.49,
              48.91
            ],
            [
              -75.51,
              48.91
            ],
            [
              -75.54,
              48.93
            ],
            [
              -75.61,
              48.93
            ],
            [
              -75.63,
              48.95
            ],
            [
              -75.63,
              48.99
            ],
            [
              -75.62,
              48.99
            ],
            [
              -75.55,
              49.07
            ],
            [
              -75.54,
              49.07
            ],
            [
              -75.49,
              49.11
            ]
          ]
        ]
      },
      "raw_probability": 0.0495,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "bedb74815070dadc5b280be91396d6c103ac91f392edbd7e8ed9569ccbc30298",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0495,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2f02a3c272a7249ac4d1e6d59286ecdeb8edb55702a3a8ab45b72d8134276c70",
        "signature": {
          "alg": "ed25519",
          "sig": "218717e434d35e3d1783cb452b5ac018a2124a94a435244307c4bd18862b7e3113d694cb45afeee2e29b3eb4f4f9dc047e593eb1295901b3a729ec41e2432409"
        }
      },
      "receipt_sha256": "2f02a3c272a7249ac4d1e6d59286ecdeb8edb55702a3a8ab45b72d8134276c70"
    },
    {
      "storm_id": "228586",
      "lat": 48.546,
      "lon": -120.362,
      "motion_east": 6.6,
      "motion_south": 2.0,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 743.0,
      "ebshear": 20.0,
      "srh01": 19.0,
      "maxllaz": 0.002,
      "mesh": 0.09,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 19.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.3759
        },
        {
          "name": "alignment",
          "value": 1.3732
        },
        {
          "name": "tau",
          "value": 0.1418
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0494
      },
      "coherence_score": 0.14176230132579803,
      "coherence_diagnostics": {
        "tau": 0.14176230132579803,
        "grad_tau": 0.11482799798250198,
        "torsion": 0.0,
        "alignment": 1.3732481002807617,
        "S_field": 0.08552064001560211,
        "Gamma_field": 0.17131876945495605,
        "S_over_Gamma": 0.49919015169143677,
        "Da": 11.276266098022461,
        "E_coh": 0.715918779373169,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -120.39,
              48.57
            ],
            [
              -120.32,
              48.57
            ],
            [
              -120.32,
              48.51
            ],
            [
              -120.39,
              48.51
            ],
            [
              -120.39,
              48.57
            ]
          ]
        ]
      },
      "raw_probability": 0.0494,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "141bb5ecc46252493e8e43bd168635dd08a76f1d269b32c54fcaa4ca01fbfebc",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0494,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8a3ec940dcdc871183a0ca21d6fc595f6c012cc43570ae2ff88e8ec213ad7989",
        "signature": {
          "alg": "ed25519",
          "sig": "ab1d8c2a42a730e9d3f219e0bda87da79d3e8e3f4dd6f3e103af35ea28b04a61a9bf64225de1a086d563a75db48439ca7fe9e830e39fde14b7c9cdac2136310f"
        }
      },
      "receipt_sha256": "8a3ec940dcdc871183a0ca21d6fc595f6c012cc43570ae2ff88e8ec213ad7989"
    },
    {
      "storm_id": "228754",
      "lat": 34.112,
      "lon": -111.637,
      "motion_east": 2.3,
      "motion_south": 1.3,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1797.0,
      "ebshear": 17.0,
      "srh01": 43.0,
      "maxllaz": 0.003,
      "mesh": 0.14,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 43.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.7509
        },
        {
          "name": "alignment",
          "value": -0.6605
        },
        {
          "name": "tau",
          "value": 1.241
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0493
      },
      "coherence_score": 1.2409672737121582,
      "coherence_diagnostics": {
        "tau": 1.2409672737121582,
        "grad_tau": 0.12014642357826233,
        "torsion": 0.0,
        "alignment": -0.6604583263397217,
        "S_field": 0.6468819379806519,
        "Gamma_field": 0.5929854512214661,
        "S_over_Gamma": 1.0908900499343872,
        "Da": 37.53792190551758,
        "E_coh": 0.9862185716629028,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -111.64,
              34.14
            ],
            [
              -111.62,
              34.14
            ],
            [
              -111.6,
              34.12
            ],
            [
              -111.6,
              34.1
            ],
            [
              -111.62,
              34.07
            ],
            [
              -111.66,
              34.07
            ],
            [
              -111.67,
              34.08
            ],
            [
              -111.67,
              34.13
            ],
            [
              -111.65,
              34.13
            ],
            [
              -111.64,
              34.14
            ]
          ]
        ]
      },
      "raw_probability": 0.0493,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "2bfbeaa6d6cc59301ac1d37ea8f2a12763822e20cf9c7241e5382122649ad4b4",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0493,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e61948e8d95d74218fa715a6d1e22e238703eeb966af4112dda006a031b1622d",
        "signature": {
          "alg": "ed25519",
          "sig": "53e2db0d67e7891ec73ee69e8cde4a7ad769610d0d25636f86a2cdf344ffaeb28a4f73b8c4974704cf87a0aae182ee2820a53d753bb1edeb9e0b12159e021004"
        }
      },
      "receipt_sha256": "e61948e8d95d74218fa715a6d1e22e238703eeb966af4112dda006a031b1622d"
    },
    {
      "storm_id": "228950",
      "lat": 50.6091,
      "lon": -105.2045,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 86.0,
      "ebshear": 13.0,
      "srh01": 9.0,
      "maxllaz": 0.013,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 9.0
        },
        {
          "name": "hrrr_pwat",
          "value": 22.6259
        },
        {
          "name": "alignment",
          "value": 1.1648
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.013
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0491
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.31229066848754883,
        "torsion": 0.0,
        "alignment": 1.1647891998291016,
        "S_field": 0.20475071668624878,
        "Gamma_field": 0.2513187825679779,
        "S_over_Gamma": 0.8147051930427551,
        "Da": 14.588883399963379,
        "E_coh": 0.5323620438575745,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -105.22,
              50.64
            ],
            [
              -105.19,
              50.64
            ],
            [
              -105.19,
              50.63
            ],
            [
              -105.17,
              50.61
            ],
            [
              -105.17,
              50.58
            ],
            [
              -105.19,
              50.58
            ],
            [
              -105.2,
              50.57
            ],
            [
              -105.24,
              50.59
            ],
            [
              -105.24,
              50.6
            ],
            [
              -105.22,
              50.62
            ],
            [
              -105.22,
              50.64
            ]
          ]
        ]
      },
      "raw_probability": 0.0491,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "6634f127e2ffb59638b01588df12c6aa84c6f8d33e4248fc7e7c93226aaf43b2",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0491,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7dcdcedacdf0744002988e31a4ab6dff031ea5a2f3f90129fd6fd29d78c421dc",
        "signature": {
          "alg": "ed25519",
          "sig": "458c3a697ee6dac6025a5cbcdb30f0891fabe1804936484c3368004f84804052caeaeb50c34fe427805d10962ea5dcce30e6d806965648a3719b6eeb4295900f"
        }
      },
      "receipt_sha256": "7dcdcedacdf0744002988e31a4ab6dff031ea5a2f3f90129fd6fd29d78c421dc"
    },
    {
      "storm_id": "227307",
      "lat": 37.8981,
      "lon": -91.85,
      "motion_east": 0.1,
      "motion_south": 4.3,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4603.0,
      "ebshear": 26.0,
      "srh01": 23.0,
      "maxllaz": 0.004,
      "mesh": 1.49,
      "flash_rate": 31.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 23.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.6259
        },
        {
          "name": "alignment",
          "value": 3.4169
        },
        {
          "name": "tau",
          "value": 3.2787
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.049
      },
      "coherence_score": 3.2787437438964844,
      "coherence_diagnostics": {
        "tau": 3.2787437438964844,
        "grad_tau": 0.4202587902545929,
        "torsion": 0.0,
        "alignment": 3.416874647140503,
        "S_field": 1.3855410814285278,
        "Gamma_field": 0.4704854488372803,
        "S_over_Gamma": 2.944917917251587,
        "Da": 31.58858871459961,
        "E_coh": 0.9811535477638245,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -91.93,
              37.96
            ],
            [
              -91.89,
              37.96
            ],
            [
              -91.84,
              37.93
            ],
            [
              -91.8,
              37.93
            ],
            [
              -91.78,
              37.94
            ],
            [
              -91.75,
              37.92
            ],
            [
              -91.75,
              37.88
            ],
            [
              -91.77,
              37.86
            ],
            [
              -91.79,
              37.86
            ],
            [
              -91.8,
              37.85
            ],
            [
              -91.85,
              37.85
            ],
            [
              -91.88,
              37.83
            ],
            [
              -91.92,
              37.83
            ],
            [
              -91.96,
              37.88
            ],
            [
              -91.96,
              37.93
            ],
            [
              -91.93,
              37.96
            ]
          ]
        ]
      },
      "raw_probability": 0.049,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "c3e5e0b30fc23a4e9b6112568ec8ec036205eabe452a97900ea32b9f3f04718a",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.049,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4eb687c439e76da8d382b5f361d0ca8e67de176458662fbd2847ea4d5be953ba",
        "signature": {
          "alg": "ed25519",
          "sig": "93545945c750ede2e346057edca6c0c8e3e33c1ad12a9b10dddd2ea746a23614294a4a7786b18d4af8c96873610bb20f682fe2c4f0b16b8d39779761099d360c"
        }
      },
      "receipt_sha256": "4eb687c439e76da8d382b5f361d0ca8e67de176458662fbd2847ea4d5be953ba"
    },
    {
      "storm_id": "228987",
      "lat": 32.835,
      "lon": -106.29,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 627.0,
      "ebshear": 7.0,
      "srh01": 16.0,
      "maxllaz": 0.002,
      "mesh": 0.09,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 16.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.1259
        },
        {
          "name": "alignment",
          "value": 0.2107
        },
        {
          "name": "tau",
          "value": 0.8276
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0489
      },
      "coherence_score": 0.8276145458221436,
      "coherence_diagnostics": {
        "tau": 0.8276145458221436,
        "grad_tau": 0.114051453769207,
        "torsion": 0.0,
        "alignment": 0.21069079637527466,
        "S_field": 0.3060368597507477,
        "Gamma_field": 0.39548546075820923,
        "S_over_Gamma": 0.7738258242607117,
        "Da": 24.124441146850586,
        "E_coh": 0.8587846159934998,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -106.31,
              32.86
            ],
            [
              -106.26,
              32.86
            ],
            [
              -106.25,
              32.85
            ],
            [
              -106.25,
              32.82
            ],
            [
              -106.29,
              32.79
            ],
            [
              -106.33,
              32.79
            ],
            [
              -106.32,
              32.85
            ],
            [
              -106.31,
              32.86
            ]
          ]
        ]
      },
      "raw_probability": 0.0489,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "089e124b5e00253026a88b104acd051f0230ff636ac1dd4bef3ec454d8f7c24f",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0489,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b6491e08a1f43acaf79090da2204b02e7004189f4a3fdb25e46615fe91171652",
        "signature": {
          "alg": "ed25519",
          "sig": "c08f78cd84b9b35aacccc92051e78c2ef9fae2ce72246730a27d865e8eeec7a179ca72ccfeb91ed1154bc0cd0120b20990174b0db8319977edd7412e13658b0e"
        }
      },
      "receipt_sha256": "b6491e08a1f43acaf79090da2204b02e7004189f4a3fdb25e46615fe91171652"
    },
    {
      "storm_id": "228749",
      "lat": 34.8268,
      "lon": -110.5832,
      "motion_east": 1.4,
      "motion_south": -3.0,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1526.0,
      "ebshear": 20.0,
      "srh01": 43.0,
      "maxllaz": 0.005,
      "mesh": 0.21,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 43.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.2509
        },
        {
          "name": "alignment",
          "value": 1.6923
        },
        {
          "name": "tau",
          "value": 1.2263
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0488
      },
      "coherence_score": 1.226336121559143,
      "coherence_diagnostics": {
        "tau": 1.226336121559143,
        "grad_tau": 0.11579463630914688,
        "torsion": 0.0,
        "alignment": 1.6922632455825806,
        "S_field": 0.7840092778205872,
        "Gamma_field": 0.35215210914611816,
        "S_over_Gamma": 2.22633695602417,
        "Da": 21.302095413208008,
        "E_coh": 0.9455592036247253,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -110.65,
              34.99
            ],
            [
              -110.6,
              34.99
            ],
            [
              -110.55,
              34.94
            ],
            [
              -110.54,
              34.91
            ],
            [
              -110.52,
              34.89
            ],
            [
              -110.51,
              34.81
            ],
            [
              -110.53,
              34.78
            ],
            [
              -110.53,
              34.75
            ],
            [
              -110.51,
              34.72
            ],
            [
              -110.51,
              34.69
            ],
            [
              -110.54,
              34.66
            ],
            [
              -110.58,
              34.66
            ],
            [
              -110.6,
              34.69
            ],
            [
              -110.6,
              34.75
            ],
            [
              -110.59,
              34.76
            ],
            [
              -110.59,
              34.78
            ],
            [
              -110.6,
              34.79
            ],
            [
              -110.61,
              34.87
            ],
            [
              -110.66,
              34.91
            ],
            [
              -110.68,
              34.91
            ],
            [
              -110.68,
              34.95
            ],
            [
              -110.65,
              34.99
            ]
          ]
        ]
      },
      "raw_probability": 0.0488,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "5f3eae09c899d9dfbdc31362943b754d0e9d07f9aaf452eb38d22704d5cbe80a",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0488,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f984bfaa8f2c7f1ed29d284bcd4755addba963d17c84cc25dc546ea6e99c9cb1",
        "signature": {
          "alg": "ed25519",
          "sig": "2b669bb58c2b584dc2721b201ed594137a784f2d83a74bc1e024e1f536f0bdd13b0d7c003957df34b004ebb1e6478ee8dbc7f68935f4c2b21e3103eae7108e0d"
        }
      },
      "receipt_sha256": "f984bfaa8f2c7f1ed29d284bcd4755addba963d17c84cc25dc546ea6e99c9cb1"
    },
    {
      "storm_id": "228903",
      "lat": 34.7,
      "lon": -106.1125,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 647.0,
      "ebshear": 9.0,
      "srh01": 31.0,
      "maxllaz": 0.001,
      "mesh": 0.23,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 31.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.5009
        },
        {
          "name": "alignment",
          "value": 1.1397
        },
        {
          "name": "tau",
          "value": 0.5478
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0487
      },
      "coherence_score": 0.5478460192680359,
      "coherence_diagnostics": {
        "tau": 0.5478460192680359,
        "grad_tau": 0.09393677115440369,
        "torsion": 0.0,
        "alignment": 1.1396827697753906,
        "S_field": 0.1477205455303192,
        "Gamma_field": 0.5246521234512329,
        "S_over_Gamma": 0.281559020280838,
        "Da": 31.10917091369629,
        "E_coh": 0.8576979637145996,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -106.13,
              34.73
            ],
            [
              -106.1,
              34.73
            ],
            [
              -106.08,
              34.72
            ],
            [
              -106.08,
              34.67
            ],
            [
              -106.1,
              34.65
            ],
            [
              -106.14,
              34.66
            ],
            [
              -106.14,
              34.71
            ],
            [
              -106.13,
              34.73
            ]
          ]
        ]
      },
      "raw_probability": 0.0487,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "6866f7745712dec7f4ef359e6982288881032c528cf6cbcba6b936bbd0beb349",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0487,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8991872b418ff8d856dc6344997aa679a444b5bb2848927886ed32360bdb94bd",
        "signature": {
          "alg": "ed25519",
          "sig": "688e3467764d88c5cfa9fe249c2af0c40c3f2998287bb125c1584382bd90ed798073b50434fee6970c4138592fc5004769285278ae4932b701f5ec1dd4512302"
        }
      },
      "receipt_sha256": "8991872b418ff8d856dc6344997aa679a444b5bb2848927886ed32360bdb94bd"
    },
    {
      "storm_id": "228440",
      "lat": 50.5637,
      "lon": -82.1674,
      "motion_east": 7.9,
      "motion_south": 3.4,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 707.0,
      "ebshear": 20.0,
      "srh01": 24.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 24.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.6259
        },
        {
          "name": "alignment",
          "value": 1.1023
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0486
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.6110457181930542,
        "torsion": 0.0,
        "alignment": 1.1022891998291016,
        "S_field": 0.2595491111278534,
        "Gamma_field": 0.3163188099861145,
        "S_over_Gamma": 0.820530116558075,
        "Da": 18.208925247192383,
        "E_coh": 0.7847171425819397,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -82.31,
              50.68
            ],
            [
              -82.24,
              50.68
            ],
            [
              -82.23,
              50.67
            ],
            [
              -82.21,
              50.68
            ],
            [
              -82.16,
              50.68
            ],
            [
              -82.15,
              50.65
            ],
            [
              -82.13,
              50.63
            ],
            [
              -82.09,
              50.61
            ],
            [
              -82.07,
              50.61
            ],
            [
              -82.03,
              50.58
            ],
            [
              -82.02,
              50.56
            ],
            [
              -82.02,
              50.52
            ],
            [
              -82.03,
              50.5
            ],
            [
              -82.06,
              50.47
            ],
            [
              -82.1,
              50.45
            ],
            [
              -82.13,
              50.45
            ],
            [
              -82.14,
              50.46
            ],
            [
              -82.15,
              50.45
            ],
            [
              -82.16,
              50.46
            ],
            [
              -82.18,
              50.46
            ],
            [
              -82.2,
              50.49
            ],
            [
              -82.21,
              50.49
            ],
            [
              -82.25,
              50.53
            ],
            [
              -82.26,
              50.53
            ],
            [
              -82.34,
              50.61
            ],
            [
              -82.34,
              50.64
            ],
            [
              -82.31,
              50.68
            ]
          ]
        ]
      },
      "raw_probability": 0.0486,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "073785975354ed30bff9cb1182dc8b4562373ee34298c8a929aed622fc291b35",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0486,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d6f475d1f2daf3dedc146ce05272bb368df69320e1b7558f00426611974f0a83",
        "signature": {
          "alg": "ed25519",
          "sig": "3bc1749b9c4cdd8244bcdb732537abc238a7c2c6955361b28534c62ace1d28ba320ac846928ae571a2b298ef6de2a0ff564e9665fa19df8dc671c2f251ad9d01"
        }
      },
      "receipt_sha256": "d6f475d1f2daf3dedc146ce05272bb368df69320e1b7558f00426611974f0a83"
    },
    {
      "storm_id": "228873",
      "lat": 37.7257,
      "lon": -112.1257,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 960.0,
      "ebshear": 14.0,
      "srh01": 29.0,
      "maxllaz": 0.002,
      "mesh": 0.4,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 29.0
        },
        {
          "name": "hrrr_pwat",
          "value": 23.8759
        },
        {
          "name": "alignment",
          "value": 0.6094
        },
        {
          "name": "tau",
          "value": 0.4394
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0486
      },
      "coherence_score": 0.4393758177757263,
      "coherence_diagnostics": {
        "tau": 0.4393758177757263,
        "grad_tau": 0.11027465015649796,
        "torsion": 0.0,
        "alignment": 0.6094456911087036,
        "S_field": 0.14322631061077118,
        "Gamma_field": 0.46715211868286133,
        "S_over_Gamma": 0.306594580411911,
        "Da": 28.70200538635254,
        "E_coh": 0.8156788349151611,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -112.13,
              37.75
            ],
            [
              -112.11,
              37.75
            ],
            [
              -112.09,
              37.73
            ],
            [
              -112.1,
              37.69
            ],
            [
              -112.16,
              37.68
            ],
            [
              -112.16,
              37.73
            ],
            [
              -112.13,
              37.75
            ]
          ]
        ]
      },
      "raw_probability": 0.0486,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "073785975354ed30bff9cb1182dc8b4562373ee34298c8a929aed622fc291b35",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0486,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d6f475d1f2daf3dedc146ce05272bb368df69320e1b7558f00426611974f0a83",
        "signature": {
          "alg": "ed25519",
          "sig": "3bc1749b9c4cdd8244bcdb732537abc238a7c2c6955361b28534c62ace1d28ba320ac846928ae571a2b298ef6de2a0ff564e9665fa19df8dc671c2f251ad9d01"
        }
      },
      "receipt_sha256": "d6f475d1f2daf3dedc146ce05272bb368df69320e1b7558f00426611974f0a83"
    },
    {
      "storm_id": "228225",
      "lat": 48.7358,
      "lon": -88.09,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 190.0,
      "ebshear": 26.0,
      "srh01": 19.0,
      "maxllaz": 0.004,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 19.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.0009
        },
        {
          "name": "alignment",
          "value": 0.6075
        },
        {
          "name": "tau",
          "value": 0.432
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0485
      },
      "coherence_score": 0.4320055842399597,
      "coherence_diagnostics": {
        "tau": 0.4320055842399597,
        "grad_tau": 0.36345961689949036,
        "torsion": 0.0,
        "alignment": 0.6075212955474854,
        "S_field": 0.2965976893901825,
        "Gamma_field": 0.2904854416847229,
        "S_over_Gamma": 1.0210415124893188,
        "Da": 17.271535873413086,
        "E_coh": 0.681018054485321,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -88.11,
              48.78
            ],
            [
              -88.07,
              48.77
            ],
            [
              -88.04,
              48.75
            ],
            [
              -88.02,
              48.75
            ],
            [
              -88.02,
              48.72
            ],
            [
              -88.07,
              48.71
            ],
            [
              -88.1,
              48.69
            ],
            [
              -88.11,
              48.7
            ],
            [
              -88.13,
              48.7
            ],
            [
              -88.15,
              48.72
            ],
            [
              -88.15,
              48.76
            ],
            [
              -88.11,
              48.78
            ]
          ]
        ]
      },
      "raw_probability": 0.0485,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "06d7e0c2fea624da103b30578091dd348e959d3066d749bf55c9753255530bf3",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0485,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "93f0648c39b42c3ec98b57cec4a16ec713d1bad5f92ab246d0f07b3ec6892b03",
        "signature": {
          "alg": "ed25519",
          "sig": "27328a137a9e1aa65391c78588874591b2beca1fda39fc0354d843a0be9fa7578e3335b99d2a0e98925b60e1d632bf681ad86636095cfd2fd079102c017ff100"
        }
      },
      "receipt_sha256": "93f0648c39b42c3ec98b57cec4a16ec713d1bad5f92ab246d0f07b3ec6892b03"
    },
    {
      "storm_id": "227989",
      "lat": 31.8944,
      "lon": -110.4067,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1235.0,
      "ebshear": 11.0,
      "srh01": 10.0,
      "maxllaz": 0.007,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 10.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.8759
        },
        {
          "name": "alignment",
          "value": -1.2786
        },
        {
          "name": "tau",
          "value": 0.924
        },
        {
          "name": "maxllaz",
          "value": 0.007
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0484
      },
      "coherence_score": 0.9239999055862427,
      "coherence_diagnostics": {
        "tau": 0.9239999055862427,
        "grad_tau": 0.042874157428741455,
        "torsion": 0.0,
        "alignment": -1.2786061763763428,
        "S_field": 0.5571619272232056,
        "Gamma_field": 0.4504854679107666,
        "S_over_Gamma": 1.2368032932281494,
        "Da": 28.421920776367188,
        "E_coh": 0.9430616497993469,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -110.43,
              31.93
            ],
            [
              -110.38,
              31.92
            ],
            [
              -110.37,
              31.9
            ],
            [
              -110.37,
              31.87
            ],
            [
              -110.38,
              31.86
            ],
            [
              -110.42,
              31.85
            ],
            [
              -110.44,
              31.87
            ],
            [
              -110.44,
              31.92
            ],
            [
              -110.43,
              31.93
            ]
          ]
        ]
      },
      "raw_probability": 0.0484,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "29bd2d541e6357652f9712137ca710d6f80f7ee6b812e071c84f69404a68399e",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0484,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "73d74b3147158beeab9434cbdebfc7d275495bd612725591194ee60cc7eb5c76",
        "signature": {
          "alg": "ed25519",
          "sig": "29bb9e4075084cb5970677e1a5d561c255f951dcaaa7d204256c1ed2c8bc4e0542b07424833338aa99e0fea235d2d46e0fcccbb1ab2fcaa0063b79a4bf64d30c"
        }
      },
      "receipt_sha256": "73d74b3147158beeab9434cbdebfc7d275495bd612725591194ee60cc7eb5c76"
    },
    {
      "storm_id": "228807",
      "lat": 36.7783,
      "lon": -117.4758,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 711.0,
      "ebshear": 17.0,
      "srh01": 32.0,
      "maxllaz": 0.001,
      "mesh": 0.28,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 32.0
        },
        {
          "name": "hrrr_pwat",
          "value": 28.6259
        },
        {
          "name": "alignment",
          "value": 2.7825
        },
        {
          "name": "tau",
          "value": 0.3229
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0484
      },
      "coherence_score": 0.32292577624320984,
      "coherence_diagnostics": {
        "tau": 0.32292577624320984,
        "grad_tau": 0.05465243384242058,
        "torsion": 0.0,
        "alignment": 2.782480239868164,
        "S_field": 0.040384650230407715,
        "Gamma_field": 0.4496521055698395,
        "S_over_Gamma": 0.08981309831142426,
        "Da": 27.060775756835938,
        "E_coh": 0.6202878952026367,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -117.48,
              36.82
            ],
            [
              -117.43,
              36.8
            ],
            [
              -117.42,
              36.78
            ],
            [
              -117.42,
              36.75
            ],
            [
              -117.46,
              36.74
            ],
            [
              -117.47,
              36.73
            ],
            [
              -117.49,
              36.73
            ],
            [
              -117.53,
              36.76
            ],
            [
              -117.53,
              36.79
            ],
            [
              -117.51,
              36.81
            ],
            [
              -117.49,
              36.81
            ],
            [
              -117.48,
              36.82
            ]
          ]
        ]
      },
      "raw_probability": 0.0484,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "29bd2d541e6357652f9712137ca710d6f80f7ee6b812e071c84f69404a68399e",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0484,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "73d74b3147158beeab9434cbdebfc7d275495bd612725591194ee60cc7eb5c76",
        "signature": {
          "alg": "ed25519",
          "sig": "29bb9e4075084cb5970677e1a5d561c255f951dcaaa7d204256c1ed2c8bc4e0542b07424833338aa99e0fea235d2d46e0fcccbb1ab2fcaa0063b79a4bf64d30c"
        }
      },
      "receipt_sha256": "73d74b3147158beeab9434cbdebfc7d275495bd612725591194ee60cc7eb5c76"
    },
    {
      "storm_id": "228922",
      "lat": 46.05,
      "lon": -110.6222,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 259.0,
      "ebshear": 23.0,
      "srh01": 8.0,
      "maxllaz": 0.002,
      "mesh": 0.16,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 8.0
        },
        {
          "name": "hrrr_pwat",
          "value": 19.1259
        },
        {
          "name": "alignment",
          "value": -0.2195
        },
        {
          "name": "tau",
          "value": 0.3826
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0484
      },
      "coherence_score": 0.3825809955596924,
      "coherence_diagnostics": {
        "tau": 0.3825809955596924,
        "grad_tau": 0.05441702529788017,
        "torsion": 0.0,
        "alignment": -0.21952876448631287,
        "S_field": 0.14783082902431488,
        "Gamma_field": 0.7229854464530945,
        "S_over_Gamma": 0.20447276532649994,
        "Da": 43.32637405395508,
        "E_coh": 0.35615232586860657,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -110.64,
              46.08
            ],
            [
              -110.58,
              46.08
            ],
            [
              -110.57,
              46.07
            ],
            [
              -110.58,
              46.01
            ],
            [
              -110.65,
              46.01
            ],
            [
              -110.64,
              46.02
            ],
            [
              -110.65,
              46.03
            ],
            [
              -110.65,
              46.07
            ],
            [
              -110.64,
              46.08
            ]
          ]
        ]
      },
      "raw_probability": 0.0484,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "29bd2d541e6357652f9712137ca710d6f80f7ee6b812e071c84f69404a68399e",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0484,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "73d74b3147158beeab9434cbdebfc7d275495bd612725591194ee60cc7eb5c76",
        "signature": {
          "alg": "ed25519",
          "sig": "29bb9e4075084cb5970677e1a5d561c255f951dcaaa7d204256c1ed2c8bc4e0542b07424833338aa99e0fea235d2d46e0fcccbb1ab2fcaa0063b79a4bf64d30c"
        }
      },
      "receipt_sha256": "73d74b3147158beeab9434cbdebfc7d275495bd612725591194ee60cc7eb5c76"
    },
    {
      "storm_id": "227625",
      "lat": 26.661,
      "lon": -79.932,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4364.0,
      "ebshear": 16.0,
      "srh01": 25.0,
      "maxllaz": 0.001,
      "mesh": 0.2,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 25.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.6259
        },
        {
          "name": "alignment",
          "value": -0.3881
        },
        {
          "name": "tau",
          "value": 3.1505
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0483
      },
      "coherence_score": 3.150538921356201,
      "coherence_diagnostics": {
        "tau": 3.150538921356201,
        "grad_tau": 1.0685480833053589,
        "torsion": 0.0,
        "alignment": -0.3881448805332184,
        "S_field": 1.231863021850586,
        "Gamma_field": 0.22215209901332855,
        "S_over_Gamma": 5.545133590698242,
        "Da": 13.802908897399902,
        "E_coh": 0.9834157228469849,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -79.97,
              26.7
            ],
            [
              -79.94,
              26.7
            ],
            [
              -79.92,
              26.69
            ],
            [
              -79.91,
              26.67
            ],
            [
              -79.87,
              26.65
            ],
            [
              -79.87,
              26.59
            ],
            [
              -79.91,
              26.59
            ],
            [
              -79.98,
              26.63
            ],
            [
              -79.98,
              26.69
            ],
            [
              -79.97,
              26.7
            ]
          ]
        ]
      },
      "raw_probability": 0.0483,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "1ccc3558310b2d9fb8e8935e48896445811507964969996c9ad27407b7b0e45f",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0483,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b3a72c8054e3403c8114eae05848518f7ddfb3e0e3faa3e7a8a6a1c64d915450",
        "signature": {
          "alg": "ed25519",
          "sig": "d59cb2c280bf0ba7bf1410dac64653e762e4324b25253257a61337f5ee4bee053e0e163f01ae4826c032dd445bae31329c58095592207d19d8669783bcca560d"
        }
      },
      "receipt_sha256": "b3a72c8054e3403c8114eae05848518f7ddfb3e0e3faa3e7a8a6a1c64d915450"
    },
    {
      "storm_id": "228653",
      "lat": 36.0464,
      "lon": -105.6645,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 545.0,
      "ebshear": 17.0,
      "srh01": 18.0,
      "maxllaz": 0.001,
      "mesh": 0.2,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 18.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.6259
        },
        {
          "name": "alignment",
          "value": -2.6164
        },
        {
          "name": "tau",
          "value": 0.5039
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0481
      },
      "coherence_score": 0.5038655996322632,
      "coherence_diagnostics": {
        "tau": 0.5038655996322632,
        "grad_tau": 0.044610023498535156,
        "torsion": 0.0,
        "alignment": -2.6164066791534424,
        "S_field": 0.2486412525177002,
        "Gamma_field": 0.47465211153030396,
        "S_over_Gamma": 0.5238389372825623,
        "Da": 28.816940307617188,
        "E_coh": 0.80208820104599,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -105.66,
              36.08
            ],
            [
              -105.64,
              36.08
            ],
            [
              -105.62,
              36.06
            ],
            [
              -105.62,
              36.01
            ],
            [
              -105.65,
              35.99
            ],
            [
              -105.67,
              35.99
            ],
            [
              -105.71,
              36.02
            ],
            [
              -105.71,
              36.06
            ],
            [
              -105.7,
              36.07
            ],
            [
              -105.67,
              36.07
            ],
            [
              -105.66,
              36.08
            ]
          ]
        ]
      },
      "raw_probability": 0.0481,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "dc0022546362bc1b96191e741c9abcd629748edc6b8167ae9e243c83ab17b7e6",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0481,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6fe68011273ffbad79ed19e93ea8198e842f4c76dd165b1e4119e23bf3af4a89",
        "signature": {
          "alg": "ed25519",
          "sig": "a0003b6e4809b7e67171b9eb2c47b09a2c1741ebe02d42857e2a65aaa6c42f0ac2cf70a88a2a708c505cc0a796d45c0430a57606c38144916adf65b46c036504"
        }
      },
      "receipt_sha256": "6fe68011273ffbad79ed19e93ea8198e842f4c76dd165b1e4119e23bf3af4a89"
    },
    {
      "storm_id": "228757",
      "lat": 33.2708,
      "lon": -106.5885,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1085.0,
      "ebshear": 8.0,
      "srh01": 31.0,
      "maxllaz": 0.005,
      "mesh": 0.18,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 31.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.5009
        },
        {
          "name": "alignment",
          "value": 1.3875
        },
        {
          "name": "tau",
          "value": 0.7694
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0477
      },
      "coherence_score": 0.7694470882415771,
      "coherence_diagnostics": {
        "tau": 0.7694470882415771,
        "grad_tau": 0.17072166502475739,
        "torsion": 0.0,
        "alignment": 1.3874852657318115,
        "S_field": 0.2216271609067917,
        "Gamma_field": 0.5363187789916992,
        "S_over_Gamma": 0.4132377505302429,
        "Da": 31.68175506591797,
        "E_coh": 0.8936730027198792,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -106.6,
              33.31
            ],
            [
              -106.56,
              33.31
            ],
            [
              -106.55,
              33.3
            ],
            [
              -106.55,
              33.27
            ],
            [
              -106.56,
              33.26
            ],
            [
              -106.56,
              33.23
            ],
            [
              -106.57,
              33.22
            ],
            [
              -106.6,
              33.22
            ],
            [
              -106.63,
              33.25
            ],
            [
              -106.62,
              33.26
            ],
            [
              -106.63,
              33.28
            ],
            [
              -106.62,
              33.3
            ],
            [
              -106.6,
              33.31
            ]
          ]
        ]
      },
      "raw_probability": 0.0477,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "b8f34c3ce5015f04ff6430c251842173606e4dbe6eb7573ffd8c06314a5cf221",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0477,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "faf09bfc9e55f97c177378eb0d1467f0a71b84916a724fab062ede68b11f7ae2",
        "signature": {
          "alg": "ed25519",
          "sig": "12f460a21aa3ee9293f4088d177cbbeb0b84447fa063c6e658f15340a563e300b5c19631d8df7a873cea8ad7ede929d125da146df51d5a004958d1f62c76630e"
        }
      },
      "receipt_sha256": "faf09bfc9e55f97c177378eb0d1467f0a71b84916a724fab062ede68b11f7ae2"
    },
    {
      "storm_id": "228578",
      "lat": 49.9322,
      "lon": -113.5933,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 17.0,
      "ebshear": 9.0,
      "srh01": 5.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 5.0
        },
        {
          "name": "hrrr_pwat",
          "value": 15.0009
        },
        {
          "name": "alignment",
          "value": 1.7898
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0473
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.2458590418100357,
        "torsion": 0.0,
        "alignment": 1.7897891998291016,
        "S_field": 0.05585552752017975,
        "Gamma_field": 0.34215211868286133,
        "S_over_Gamma": 0.16324764490127563,
        "Da": 20.97574234008789,
        "E_coh": 0.42980220913887024,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -113.59,
              49.97
            ],
            [
              -113.58,
              49.96
            ],
            [
              -113.56,
              49.96
            ],
            [
              -113.56,
              49.91
            ],
            [
              -113.59,
              49.89
            ],
            [
              -113.61,
              49.89
            ],
            [
              -113.63,
              49.9
            ],
            [
              -113.63,
              49.94
            ],
            [
              -113.59,
              49.97
            ]
          ]
        ]
      },
      "raw_probability": 0.0473,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "86538dfe073952bac335c19e6cc9b56b596c0ec753a3295aec32a018b193af0b",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0473,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4cc529da91f04ec9b7c8f2c65c2507c6002276a696cffdeabbfc569927f19b42",
        "signature": {
          "alg": "ed25519",
          "sig": "a1d7677b646312058197d16d118f8da24cda2535e059d83ba7c5d6b9dee1dffa5f6fb4212eff5742e16a03ee4b0bcbd04caa6b1d21abb41e13d7470c0b6f3609"
        }
      },
      "receipt_sha256": "4cc529da91f04ec9b7c8f2c65c2507c6002276a696cffdeabbfc569927f19b42"
    },
    {
      "storm_id": "228525",
      "lat": 35.2079,
      "lon": -109.7942,
      "motion_east": 1.6,
      "motion_south": -3.0,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 729.0,
      "ebshear": 10.0,
      "srh01": 7.0,
      "maxllaz": 0.002,
      "mesh": 0.15,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 7.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.2509
        },
        {
          "name": "alignment",
          "value": -0.3817
        },
        {
          "name": "tau",
          "value": 0.8759
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0472
      },
      "coherence_score": 0.8758919835090637,
      "coherence_diagnostics": {
        "tau": 0.8758919835090637,
        "grad_tau": 0.24969583749771118,
        "torsion": 0.0,
        "alignment": -0.38172173500061035,
        "S_field": 0.3122261166572571,
        "Gamma_field": 0.47465211153030396,
        "S_over_Gamma": 0.6577998995780945,
        "Da": 28.09859275817871,
        "E_coh": 0.6443514227867126,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -109.79,
              35.34
            ],
            [
              -109.74,
              35.32
            ],
            [
              -109.74,
              35.31
            ],
            [
              -109.71,
              35.28
            ],
            [
              -109.71,
              35.2
            ],
            [
              -109.72,
              35.19
            ],
            [
              -109.72,
              35.16
            ],
            [
              -109.75,
              35.12
            ],
            [
              -109.75,
              35.11
            ],
            [
              -109.79,
              35.07
            ],
            [
              -109.8,
              35.07
            ],
            [
              -109.81,
              35.08
            ],
            [
              -109.83,
              35.08
            ],
            [
              -109.86,
              35.11
            ],
            [
              -109.87,
              35.13
            ],
            [
              -109.87,
              35.2
            ],
            [
              -109.85,
              35.2
            ],
            [
              -109.83,
              35.22
            ],
            [
              -109.83,
              35.24
            ],
            [
              -109.84,
              35.25
            ],
            [
              -109.84,
              35.31
            ],
            [
              -109.82,
              35.33
            ],
            [
              -109.8,
              35.33
            ],
            [
              -109.79,
              35.34
            ]
          ]
        ]
      },
      "raw_probability": 0.0472,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "040fd994144f10d3c090e099c45cc3d484ac7c5c756fd5c8732cc46ce6620980",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0472,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1734736824fa3073014f7c245acb0b6fe1a408cfd7dcad86a2b13d9fd5f88281",
        "signature": {
          "alg": "ed25519",
          "sig": "bd8e473f8316a53701309bdd1ec1c78fefa771e9b6ea61f6ed7b3705d679d094ac3dbf632e911b2ce62ac7641391fefc0a8223516e01f38f53332c3e5322390e"
        }
      },
      "receipt_sha256": "1734736824fa3073014f7c245acb0b6fe1a408cfd7dcad86a2b13d9fd5f88281"
    },
    {
      "storm_id": "228916",
      "lat": 49.771,
      "lon": -104.846,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 21.0,
      "ebshear": 9.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 22.6259
        },
        {
          "name": "alignment",
          "value": 1.1648
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0471
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.31229066848754883,
        "torsion": 0.0,
        "alignment": 1.1647891998291016,
        "S_field": 0.20475071668624878,
        "Gamma_field": 0.2513187825679779,
        "S_over_Gamma": 0.8147051930427551,
        "Da": 14.588883399963379,
        "E_coh": 0.5323620438575745,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -104.88,
              49.8
            ],
            [
              -104.81,
              49.8
            ],
            [
              -104.79,
              49.79
            ],
            [
              -104.79,
              49.75
            ],
            [
              -104.8,
              49.73
            ],
            [
              -104.85,
              49.73
            ],
            [
              -104.88,
              49.76
            ],
            [
              -104.89,
              49.76
            ],
            [
              -104.89,
              49.79
            ],
            [
              -104.88,
              49.8
            ]
          ]
        ]
      },
      "raw_probability": 0.0471,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "0b2282f1f13653deea1fd26bcc29bf6169128f4cc87b31a6af9dd4655a40adb1",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0471,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "87367dbbb5aa8fbf81ca590960ebb4a84ca9edfe4ba149fa37d62ee02392cf25",
        "signature": {
          "alg": "ed25519",
          "sig": "0a505dd63109ce20bcdd4f07fa5de3095a7186ea1299fc251ff888f5125b95c7fd193aacba86ccc1a707e9eb840ae9bb87b1c8d23b86a0b2d78b009a72fe4707"
        }
      },
      "receipt_sha256": "87367dbbb5aa8fbf81ca590960ebb4a84ca9edfe4ba149fa37d62ee02392cf25"
    },
    {
      "storm_id": "225809",
      "lat": 37.8155,
      "lon": -112.8545,
      "motion_east": 0.0,
      "motion_south": -1.0,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 772.0,
      "ebshear": 15.0,
      "srh01": 28.0,
      "maxllaz": 0.008,
      "mesh": 0.16,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 28.0
        },
        {
          "name": "hrrr_pwat",
          "value": 25.5009
        },
        {
          "name": "alignment",
          "value": 2.063
        },
        {
          "name": "tau",
          "value": 0.3519
        },
        {
          "name": "maxllaz",
          "value": 0.008
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0469
      },
      "coherence_score": 0.3518603444099426,
      "coherence_diagnostics": {
        "tau": 0.3518603444099426,
        "grad_tau": 0.05729224160313606,
        "torsion": 0.0,
        "alignment": 2.062997341156006,
        "S_field": 0.1040765568614006,
        "Gamma_field": 0.6363187432289124,
        "S_over_Gamma": 0.1635604202747345,
        "Da": 40.39951705932617,
        "E_coh": 0.4683922827243805,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 5,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -112.85,
              37.92
            ],
            [
              -112.82,
              37.92
            ],
            [
              -112.81,
              37.91
            ],
            [
              -112.81,
              37.89
            ],
            [
              -112.8,
              37.88
            ],
            [
              -112.81,
              37.86
            ],
            [
              -112.81,
              37.83
            ],
            [
              -112.79,
              37.8
            ],
            [
              -112.79,
              37.75
            ],
            [
              -112.83,
              37.7
            ],
            [
              -112.87,
              37.68
            ],
            [
              -112.89,
              37.68
            ],
            [
              -112.9,
              37.67
            ],
            [
              -112.94,
              37.7
            ],
            [
              -112.89,
              37.77
            ],
            [
              -112.89,
              37.79
            ],
            [
              -112.9,
              37.8
            ],
            [
              -112.9,
              37.84
            ],
            [
              -112.89,
              37.85
            ],
            [
              -112.89,
              37.87
            ],
            [
              -112.87,
              37.91
            ],
            [
              -112.85,
              37.92
            ]
          ]
        ]
      },
      "raw_probability": 0.0469,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "e0bbfb32ef30524422e5be7bbe4ad8f9da1ef0da9fa21ac26491b4eadcb1c2b7",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0469,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a9eb9343f16394709b352cdb0ee066361e01e47301643e90db9feb6b0faec078",
        "signature": {
          "alg": "ed25519",
          "sig": "aa352851288502814db64358821ebc96c3a2fdaf7ad7712bc98879846442d8dce7159a52b713555e637ebe595e298e9f84adbed1970d0381272247729ab10c0d"
        }
      },
      "receipt_sha256": "a9eb9343f16394709b352cdb0ee066361e01e47301643e90db9feb6b0faec078"
    },
    {
      "storm_id": "228794",
      "lat": 46.518,
      "lon": -110.445,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 695.0,
      "ebshear": 41.0,
      "srh01": 18.0,
      "maxllaz": 0.005,
      "mesh": 0.65,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 18.0
        },
        {
          "name": "hrrr_pwat",
          "value": 19.1259
        },
        {
          "name": "alignment",
          "value": -0.2195
        },
        {
          "name": "tau",
          "value": 0.3826
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0469
      },
      "coherence_score": 0.3825809955596924,
      "coherence_diagnostics": {
        "tau": 0.3825809955596924,
        "grad_tau": 0.05441702529788017,
        "torsion": 0.0,
        "alignment": -0.21952876448631287,
        "S_field": 0.14783082902431488,
        "Gamma_field": 0.7229854464530945,
        "S_over_Gamma": 0.20447276532649994,
        "Da": 43.32637405395508,
        "E_coh": 0.35615232586860657,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -110.46,
              46.55
            ],
            [
              -110.44,
              46.55
            ],
            [
              -110.43,
              46.54
            ],
            [
              -110.43,
              46.51
            ],
            [
              -110.42,
              46.5
            ],
            [
              -110.42,
              46.49
            ],
            [
              -110.45,
              46.47
            ],
            [
              -110.47,
              46.48
            ],
            [
              -110.47,
              46.54
            ],
            [
              -110.46,
              46.55
            ]
          ]
        ]
      },
      "raw_probability": 0.0469,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "e0bbfb32ef30524422e5be7bbe4ad8f9da1ef0da9fa21ac26491b4eadcb1c2b7",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0469,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a9eb9343f16394709b352cdb0ee066361e01e47301643e90db9feb6b0faec078",
        "signature": {
          "alg": "ed25519",
          "sig": "aa352851288502814db64358821ebc96c3a2fdaf7ad7712bc98879846442d8dce7159a52b713555e637ebe595e298e9f84adbed1970d0381272247729ab10c0d"
        }
      },
      "receipt_sha256": "a9eb9343f16394709b352cdb0ee066361e01e47301643e90db9feb6b0faec078"
    },
    {
      "storm_id": "228263",
      "lat": 46.4254,
      "lon": -67.9138,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 441.0,
      "ebshear": 24.0,
      "srh01": 25.0,
      "maxllaz": 0.005,
      "mesh": 0.2,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 25.0
        },
        {
          "name": "hrrr_pwat",
          "value": 25.2509
        },
        {
          "name": "alignment",
          "value": -3.1998
        },
        {
          "name": "tau",
          "value": 0.4452
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0468
      },
      "coherence_score": 0.4451696276664734,
      "coherence_diagnostics": {
        "tau": 0.4451696276664734,
        "grad_tau": 0.1531858593225479,
        "torsion": 0.0,
        "alignment": -3.1997780799865723,
        "S_field": 0.22009238600730896,
        "Gamma_field": 0.34048545360565186,
        "S_over_Gamma": 0.6464076042175293,
        "Da": 19.85193634033203,
        "E_coh": 0.6116768717765808,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -67.91,
              46.46
            ],
            [
              -67.89,
              46.46
            ],
            [
              -67.88,
              46.45
            ],
            [
              -67.87,
              46.43
            ],
            [
              -67.87,
              46.39
            ],
            [
              -67.9,
              46.37
            ],
            [
              -67.93,
              46.37
            ],
            [
              -67.95,
              46.39
            ],
            [
              -67.95,
              46.42
            ],
            [
              -67.96,
              46.43
            ],
            [
              -67.94,
              46.45
            ],
            [
              -67.92,
              46.45
            ],
            [
              -67.91,
              46.46
            ]
          ]
        ]
      },
      "raw_probability": 0.0468,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "d7114ed18e99c743223ea93510860c1b9e68ac5f6b17af7c84d702af32d17035",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0468,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "05ae6ff01a9d062f912c927f2b5b712e8fc986406ab711ee5ccf4e44a7130030",
        "signature": {
          "alg": "ed25519",
          "sig": "b10faa5cefcf25629395474aa86a0b10e657a1c818d4bffd01632473f6cae8cc976d412221c4d229264c3f36c408749a62866aa385cabfd52114e523b47e5706"
        }
      },
      "receipt_sha256": "05ae6ff01a9d062f912c927f2b5b712e8fc986406ab711ee5ccf4e44a7130030"
    },
    {
      "storm_id": "228885",
      "lat": 25.69,
      "lon": -81.0644,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3839.0,
      "ebshear": 18.0,
      "srh01": 25.0,
      "maxllaz": 0.003,
      "mesh": 0.3,
      "flash_rate": 5.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 25.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.2509
        },
        {
          "name": "alignment",
          "value": -0.7898
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0467
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 1.9577553272247314,
        "torsion": 0.0,
        "alignment": -0.7897891998291016,
        "S_field": 0.8737290501594543,
        "Gamma_field": 0.22215209901332855,
        "S_over_Gamma": 3.9330217838287354,
        "Da": 14.519981384277344,
        "E_coh": 0.9805899858474731,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.09,
              25.72
            ],
            [
              -81.03,
              25.72
            ],
            [
              -81.02,
              25.71
            ],
            [
              -81.02,
              25.67
            ],
            [
              -81.04,
              25.65
            ],
            [
              -81.09,
              25.65
            ],
            [
              -81.1,
              25.66
            ],
            [
              -81.1,
              25.71
            ],
            [
              -81.09,
              25.72
            ]
          ]
        ]
      },
      "raw_probability": 0.0467,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "bc0656e0dcfb174532b206d0d8aa1ab199daf958ee01b884f48e959d10d86fa7",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0467,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d42402d474254576f7810a2085048688a0ae2a03efdd7a1fdedb268d9c6bba16",
        "signature": {
          "alg": "ed25519",
          "sig": "63dbe9badbf6cc4fb02a8f2ffb1f6d61344eca8a28662235fa0887c83b6d4eebe3b1f0bd431a59e37de1fc5e2fe1479b9fa4f59e4a67865a12d94204eae4980d"
        }
      },
      "receipt_sha256": "d42402d474254576f7810a2085048688a0ae2a03efdd7a1fdedb268d9c6bba16"
    },
    {
      "storm_id": "228986",
      "lat": 33.2158,
      "lon": -108.565,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 901.0,
      "ebshear": 9.0,
      "srh01": 4.0,
      "maxllaz": 0.001,
      "mesh": 0.28,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 4.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.5009
        },
        {
          "name": "alignment",
          "value": -1.0047
        },
        {
          "name": "tau",
          "value": 0.9969
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0464
      },
      "coherence_score": 0.996871829032898,
      "coherence_diagnostics": {
        "tau": 0.996871829032898,
        "grad_tau": 0.050907883793115616,
        "torsion": 0.0,
        "alignment": -1.00472092628479,
        "S_field": 0.517026960849762,
        "Gamma_field": 0.32881879806518555,
        "S_over_Gamma": 1.5723764896392822,
        "Da": 20.250415802001953,
        "E_coh": 0.9754419922828674,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -108.57,
              33.27
            ],
            [
              -108.52,
              33.27
            ],
            [
              -108.5,
              33.25
            ],
            [
              -108.5,
              33.21
            ],
            [
              -108.54,
              33.17
            ],
            [
              -108.57,
              33.17
            ],
            [
              -108.59,
              33.16
            ],
            [
              -108.61,
              33.17
            ],
            [
              -108.61,
              33.2
            ],
            [
              -108.6,
              33.21
            ],
            [
              -108.6,
              33.24
            ],
            [
              -108.57,
              33.27
            ]
          ]
        ]
      },
      "raw_probability": 0.0464,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "dd9f7888440d77db95343270074741885a3f7c3c28cc4d5d79d5ee6f61d6ab29",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0464,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3b6265099a42b42153b351e5b436000cc26efdc26bf838ece05ed9d2290d2d97",
        "signature": {
          "alg": "ed25519",
          "sig": "cd75c603aade30fed61de62b0fde2376ff8ed38bcf28afc90487e612098d97076d3f7d812564910d512dce7da6ef75eb5b8d8e88b96b5d63aba2bc6b21479b02"
        }
      },
      "receipt_sha256": "3b6265099a42b42153b351e5b436000cc26efdc26bf838ece05ed9d2290d2d97"
    },
    {
      "storm_id": "227358",
      "lat": 33.9257,
      "lon": -110.5971,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1323.0,
      "ebshear": 8.0,
      "srh01": 8.0,
      "maxllaz": 0.005,
      "mesh": 0.15,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 8.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.7509
        },
        {
          "name": "alignment",
          "value": 1.2667
        },
        {
          "name": "tau",
          "value": 1.1738
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0462
      },
      "coherence_score": 1.1738016605377197,
      "coherence_diagnostics": {
        "tau": 1.1738016605377197,
        "grad_tau": 0.10774917900562286,
        "torsion": 0.0,
        "alignment": 1.2667155265808105,
        "S_field": 0.5413402915000916,
        "Gamma_field": 0.4521521329879761,
        "S_over_Gamma": 1.1972525119781494,
        "Da": 27.30234718322754,
        "E_coh": 0.9837713837623596,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -110.61,
              33.95
            ],
            [
              -110.56,
              33.95
            ],
            [
              -110.57,
              33.89
            ],
            [
              -110.59,
              33.89
            ],
            [
              -110.62,
              33.91
            ],
            [
              -110.62,
              33.94
            ],
            [
              -110.61,
              33.95
            ]
          ]
        ]
      },
      "raw_probability": 0.0462,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "a10300b19e8f3102359f897b17f6e8a6076b4cd1dcc622dd8b0635cfccc498af",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0462,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b151042310fc22974e0fe011eaf1d9d111490c1d427ae509cf8009f1e353b6e2",
        "signature": {
          "alg": "ed25519",
          "sig": "46977397ece25f526b0be0a5f6ae92391a0c2bedf67a408bbac7b07120c3aff0ece4afebf6f9533a3d0e26d3dd152f6150f95df67d8b88158e7a85337143620b"
        }
      },
      "receipt_sha256": "b151042310fc22974e0fe011eaf1d9d111490c1d427ae509cf8009f1e353b6e2"
    },
    {
      "storm_id": "228712",
      "lat": 49.59,
      "lon": -92.5725,
      "motion_east": 8.7,
      "motion_south": 1.7,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1157.0,
      "ebshear": 39.0,
      "srh01": 25.0,
      "maxllaz": 0.003,
      "mesh": 0.09,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 25.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.1259
        },
        {
          "name": "alignment",
          "value": 1.7898
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0462
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.35586896538734436,
        "torsion": 0.0,
        "alignment": 1.7897891998291016,
        "S_field": 0.18280383944511414,
        "Gamma_field": 0.38215214014053345,
        "S_over_Gamma": 0.4783535599708557,
        "Da": 21.774967193603516,
        "E_coh": 0.43270543217658997,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -92.62,
              49.64
            ],
            [
              -92.45,
              49.63
            ],
            [
              -92.43,
              49.61
            ],
            [
              -92.42,
              49.56
            ],
            [
              -92.57,
              49.54
            ],
            [
              -92.58,
              49.55
            ],
            [
              -92.62,
              49.55
            ],
            [
              -92.63,
              49.56
            ],
            [
              -92.67,
              49.57
            ],
            [
              -92.63,
              49.6
            ],
            [
              -92.63,
              49.63
            ],
            [
              -92.62,
              49.64
            ]
          ]
        ]
      },
      "raw_probability": 0.0462,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "a10300b19e8f3102359f897b17f6e8a6076b4cd1dcc622dd8b0635cfccc498af",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0462,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b151042310fc22974e0fe011eaf1d9d111490c1d427ae509cf8009f1e353b6e2",
        "signature": {
          "alg": "ed25519",
          "sig": "46977397ece25f526b0be0a5f6ae92391a0c2bedf67a408bbac7b07120c3aff0ece4afebf6f9533a3d0e26d3dd152f6150f95df67d8b88158e7a85337143620b"
        }
      },
      "receipt_sha256": "b151042310fc22974e0fe011eaf1d9d111490c1d427ae509cf8009f1e353b6e2"
    },
    {
      "storm_id": "228738",
      "lat": 37.7367,
      "lon": -114.8544,
      "motion_east": 6.3,
      "motion_south": 1.8,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 691.0,
      "ebshear": 16.0,
      "srh01": 24.0,
      "maxllaz": 0.001,
      "mesh": 0.23,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 24.0
        },
        {
          "name": "hrrr_pwat",
          "value": 10.8759
        },
        {
          "name": "alignment",
          "value": 0.3716
        },
        {
          "name": "tau",
          "value": 0.3474
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0462
      },
      "coherence_score": 0.34743353724479675,
      "coherence_diagnostics": {
        "tau": 0.34743353724479675,
        "grad_tau": 0.04106324166059494,
        "torsion": 0.0,
        "alignment": 0.37160611152648926,
        "S_field": 0.19241689145565033,
        "Gamma_field": 0.22465209662914276,
        "S_over_Gamma": 0.856510579586029,
        "Da": 13.464475631713867,
        "E_coh": 0.30710771679878235,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -114.86,
              37.77
            ],
            [
              -114.84,
              37.77
            ],
            [
              -114.83,
              37.76
            ],
            [
              -114.83,
              37.71
            ],
            [
              -114.84,
              37.7
            ],
            [
              -114.87,
              37.7
            ],
            [
              -114.88,
              37.71
            ],
            [
              -114.88,
              37.74
            ],
            [
              -114.86,
              37.77
            ]
          ]
        ]
      },
      "raw_probability": 0.0462,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "a10300b19e8f3102359f897b17f6e8a6076b4cd1dcc622dd8b0635cfccc498af",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0462,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b151042310fc22974e0fe011eaf1d9d111490c1d427ae509cf8009f1e353b6e2",
        "signature": {
          "alg": "ed25519",
          "sig": "46977397ece25f526b0be0a5f6ae92391a0c2bedf67a408bbac7b07120c3aff0ece4afebf6f9533a3d0e26d3dd152f6150f95df67d8b88158e7a85337143620b"
        }
      },
      "receipt_sha256": "b151042310fc22974e0fe011eaf1d9d111490c1d427ae509cf8009f1e353b6e2"
    },
    {
      "storm_id": "228943",
      "lat": 34.0425,
      "lon": -110.4625,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1295.0,
      "ebshear": 9.0,
      "srh01": 6.0,
      "maxllaz": 0.003,
      "mesh": 0.29,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 6.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.7509
        },
        {
          "name": "alignment",
          "value": 1.2667
        },
        {
          "name": "tau",
          "value": 1.1738
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0462
      },
      "coherence_score": 1.1738016605377197,
      "coherence_diagnostics": {
        "tau": 1.1738016605377197,
        "grad_tau": 0.10774917900562286,
        "torsion": 0.0,
        "alignment": 1.2667155265808105,
        "S_field": 0.5413402915000916,
        "Gamma_field": 0.4521521329879761,
        "S_over_Gamma": 1.1972525119781494,
        "Da": 27.30234718322754,
        "E_coh": 0.9837713837623596,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -110.45,
              34.07
            ],
            [
              -110.44,
              34.05
            ],
            [
              -110.44,
              34.01
            ],
            [
              -110.45,
              34.0
            ],
            [
              -110.5,
              34.02
            ],
            [
              -110.5,
              34.06
            ],
            [
              -110.47,
              34.06
            ],
            [
              -110.45,
              34.07
            ]
          ]
        ]
      },
      "raw_probability": 0.0462,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "a10300b19e8f3102359f897b17f6e8a6076b4cd1dcc622dd8b0635cfccc498af",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0462,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b151042310fc22974e0fe011eaf1d9d111490c1d427ae509cf8009f1e353b6e2",
        "signature": {
          "alg": "ed25519",
          "sig": "46977397ece25f526b0be0a5f6ae92391a0c2bedf67a408bbac7b07120c3aff0ece4afebf6f9533a3d0e26d3dd152f6150f95df67d8b88158e7a85337143620b"
        }
      },
      "receipt_sha256": "b151042310fc22974e0fe011eaf1d9d111490c1d427ae509cf8009f1e353b6e2"
    },
    {
      "storm_id": "227575",
      "lat": 30.44,
      "lon": -103.0337,
      "motion_east": 4.3,
      "motion_south": -3.0,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1449.0,
      "ebshear": 13.0,
      "srh01": 30.0,
      "maxllaz": 0.001,
      "mesh": 0.71,
      "flash_rate": 10.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 30.0
        },
        {
          "name": "hrrr_pwat",
          "value": 29.0009
        },
        {
          "name": "alignment",
          "value": -0.8471
        },
        {
          "name": "tau",
          "value": 0.8311
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.046
      },
      "coherence_score": 0.8310939073562622,
      "coherence_diagnostics": {
        "tau": 0.8310939073562622,
        "grad_tau": 0.14895083010196686,
        "torsion": 0.0,
        "alignment": -0.8470624685287476,
        "S_field": 0.5091038346290588,
        "Gamma_field": 0.43298545479774475,
        "S_over_Gamma": 1.1757988929748535,
        "Da": 26.535289764404297,
        "E_coh": 0.9722992181777954,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -103.07,
              30.53
            ],
            [
              -103.04,
              30.53
            ],
            [
              -103.02,
              30.52
            ],
            [
              -103.0,
              30.5
            ],
            [
              -102.97,
              30.49
            ],
            [
              -102.94,
              30.46
            ],
            [
              -102.93,
              30.44
            ],
            [
              -102.93,
              30.41
            ],
            [
              -102.96,
              30.37
            ],
            [
              -102.98,
              30.36
            ],
            [
              -103.05,
              30.36
            ],
            [
              -103.06,
              30.35
            ],
            [
              -103.1,
              30.37
            ],
            [
              -103.1,
              30.39
            ],
            [
              -103.11,
              30.4
            ],
            [
              -103.11,
              30.42
            ],
            [
              -103.1,
              30.43
            ],
            [
              -103.1,
              30.5
            ],
            [
              -103.07,
              30.53
            ]
          ]
        ]
      },
      "raw_probability": 0.046,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "84e6d00bfc41eedf4a1b8e3d5963c875b4c622c98b218ed79044fd73360bced2",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.046,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e6ea3ba505879561735f940ce6b5fe90c0c213eceb645ac40b2fb9cea4e6e040",
        "signature": {
          "alg": "ed25519",
          "sig": "2eaed04c8001156c8d91d8b56e3c9cd61bcf7d5d43e52d6c4f3e2b2aa69b9b0a5c68f5f501cd1c1665d33f4627fbfaa0a5bf7f124bd1ab42bfd40c382094890e"
        }
      },
      "receipt_sha256": "e6ea3ba505879561735f940ce6b5fe90c0c213eceb645ac40b2fb9cea4e6e040"
    },
    {
      "storm_id": "228947",
      "lat": 27.8833,
      "lon": -102.2544,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1598.0,
      "ebshear": 9.0,
      "srh01": 23.0,
      "maxllaz": 0.001,
      "mesh": 0.2,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 23.0
        },
        {
          "name": "hrrr_pwat",
          "value": 27.2509
        },
        {
          "name": "alignment",
          "value": -0.3934
        },
        {
          "name": "tau",
          "value": 0.7976
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0459
      },
      "coherence_score": 0.7975821495056152,
      "coherence_diagnostics": {
        "tau": 0.7975821495056152,
        "grad_tau": 0.0888553336262703,
        "torsion": 0.0,
        "alignment": -0.3933734893798828,
        "S_field": 0.22523951530456543,
        "Gamma_field": 0.5279854536056519,
        "S_over_Gamma": 0.42660173773765564,
        "Da": 32.11994171142578,
        "E_coh": 0.9149214625358582,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -102.29,
              27.93
            ],
            [
              -102.23,
              27.92
            ],
            [
              -102.23,
              27.9
            ],
            [
              -102.22,
              27.89
            ],
            [
              -102.22,
              27.84
            ],
            [
              -102.24,
              27.85
            ],
            [
              -102.28,
              27.84
            ],
            [
              -102.29,
              27.85
            ],
            [
              -102.29,
              27.93
            ]
          ]
        ]
      },
      "raw_probability": 0.0459,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "a39f1cf75b71ed5ccefa1bab9d98c963aa75cb43c589c11d5403f33a57fb7d4e",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0459,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "68f45180e6b58011e2f2023ad14eb36a492410831cd31c15d71fffb99043d7d4",
        "signature": {
          "alg": "ed25519",
          "sig": "e7a746f2b216c6def7db724389f92273cd0209d991fbd8fb5190eee5119ad8afc91ab6320524d9266bd662dda2db12a945ff80d03cd2e4370146dafc7ab0cd09"
        }
      },
      "receipt_sha256": "68f45180e6b58011e2f2023ad14eb36a492410831cd31c15d71fffb99043d7d4"
    },
    {
      "storm_id": "227579",
      "lat": 49.505,
      "lon": -78.43,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1109.0,
      "ebshear": 27.0,
      "srh01": 23.0,
      "maxllaz": 0.002,
      "mesh": 0.19,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 23.0
        },
        {
          "name": "hrrr_pwat",
          "value": 23.1259
        },
        {
          "name": "alignment",
          "value": 0.6023
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0456
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.5748149156570435,
        "torsion": 0.0,
        "alignment": 0.6022891998291016,
        "S_field": 0.34514838457107544,
        "Gamma_field": 0.27131879329681396,
        "S_over_Gamma": 1.2721138000488281,
        "Da": 15.850371360778809,
        "E_coh": 0.7985182404518127,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -78.44,
              49.54
            ],
            [
              -78.38,
              49.54
            ],
            [
              -78.38,
              49.48
            ],
            [
              -78.4,
              49.47
            ],
            [
              -78.46,
              49.47
            ],
            [
              -78.47,
              49.48
            ],
            [
              -78.47,
              49.52
            ],
            [
              -78.44,
              49.54
            ]
          ]
        ]
      },
      "raw_probability": 0.0456,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "6edc2f115bfc3aa6539970a9d36ef48be227b61b47d75630af1b189d1d586ba9",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0456,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "fb75240f1c3bfba10c38c7429885179ddcef91ac373407d1bfa6898beb885b22",
        "signature": {
          "alg": "ed25519",
          "sig": "db0d0154c0a4a278d8e140ab1ac13d60dafd8c175b75122ba2d01542b3faeb17871ddb87706da29832358d28f149ffe38b03bbc9aea7f6fd49d64861f49eb00c"
        }
      },
      "receipt_sha256": "fb75240f1c3bfba10c38c7429885179ddcef91ac373407d1bfa6898beb885b22"
    },
    {
      "storm_id": "228677",
      "lat": 46.3539,
      "lon": -101.0311,
      "motion_east": 4.3,
      "motion_south": 0.0,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2060.0,
      "ebshear": 29.0,
      "srh01": 16.0,
      "maxllaz": 0.004,
      "mesh": 0.14,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 16.0
        },
        {
          "name": "hrrr_pwat",
          "value": 28.1259
        },
        {
          "name": "alignment",
          "value": 0.0684
        },
        {
          "name": "tau",
          "value": 0.6879
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0456
      },
      "coherence_score": 0.6879273056983948,
      "coherence_diagnostics": {
        "tau": 0.6879273056983948,
        "grad_tau": 0.10928385704755783,
        "torsion": 0.0,
        "alignment": 0.06843459606170654,
        "S_field": 0.2631380558013916,
        "Gamma_field": 0.4854854941368103,
        "S_over_Gamma": 0.5420101284980774,
        "Da": 29.325613021850586,
        "E_coh": 0.046039171516895294,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -101.11,
              46.42
            ],
            [
              -100.99,
              46.42
            ],
            [
              -100.97,
              46.41
            ],
            [
              -100.93,
              46.36
            ],
            [
              -100.93,
              46.35
            ],
            [
              -100.95,
              46.33
            ],
            [
              -100.95,
              46.31
            ],
            [
              -100.97,
              46.3
            ],
            [
              -100.99,
              46.32
            ],
            [
              -101.02,
              46.32
            ],
            [
              -101.03,
              46.33
            ],
            [
              -101.06,
              46.33
            ],
            [
              -101.07,
              46.32
            ],
            [
              -101.08,
              46.33
            ],
            [
              -101.12,
              46.34
            ],
            [
              -101.14,
              46.36
            ],
            [
              -101.14,
              46.4
            ],
            [
              -101.11,
              46.42
            ]
          ]
        ]
      },
      "raw_probability": 0.0456,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "6edc2f115bfc3aa6539970a9d36ef48be227b61b47d75630af1b189d1d586ba9",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0456,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "fb75240f1c3bfba10c38c7429885179ddcef91ac373407d1bfa6898beb885b22",
        "signature": {
          "alg": "ed25519",
          "sig": "db0d0154c0a4a278d8e140ab1ac13d60dafd8c175b75122ba2d01542b3faeb17871ddb87706da29832358d28f149ffe38b03bbc9aea7f6fd49d64861f49eb00c"
        }
      },
      "receipt_sha256": "fb75240f1c3bfba10c38c7429885179ddcef91ac373407d1bfa6898beb885b22"
    },
    {
      "storm_id": "228857",
      "lat": 46.3943,
      "lon": -101.4476,
      "motion_east": 3.0,
      "motion_south": -1.0,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1957.0,
      "ebshear": 31.0,
      "srh01": 25.0,
      "maxllaz": 0.005,
      "mesh": 0.39,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 25.0
        },
        {
          "name": "hrrr_pwat",
          "value": 28.1259
        },
        {
          "name": "alignment",
          "value": 0.0684
        },
        {
          "name": "tau",
          "value": 0.6879
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0456
      },
      "coherence_score": 0.6879273056983948,
      "coherence_diagnostics": {
        "tau": 0.6879273056983948,
        "grad_tau": 0.10928385704755783,
        "torsion": 0.0,
        "alignment": 0.06843459606170654,
        "S_field": 0.2631380558013916,
        "Gamma_field": 0.4854854941368103,
        "S_over_Gamma": 0.5420101284980774,
        "Da": 29.325613021850586,
        "E_coh": 0.046039171516895294,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -101.51,
              46.48
            ],
            [
              -101.46,
              46.48
            ],
            [
              -101.44,
              46.47
            ],
            [
              -101.44,
              46.4
            ],
            [
              -101.42,
              46.38
            ],
            [
              -101.4,
              46.38
            ],
            [
              -101.39,
              46.37
            ],
            [
              -101.31,
              46.41
            ],
            [
              -101.28,
              46.39
            ],
            [
              -101.28,
              46.35
            ],
            [
              -101.3,
              46.33
            ],
            [
              -101.37,
              46.29
            ],
            [
              -101.41,
              46.29
            ],
            [
              -101.48,
              46.33
            ],
            [
              -101.51,
              46.36
            ],
            [
              -101.59,
              46.36
            ],
            [
              -101.61,
              46.39
            ],
            [
              -101.61,
              46.41
            ],
            [
              -101.56,
              46.46
            ],
            [
              -101.52,
              46.47
            ],
            [
              -101.51,
              46.48
            ]
          ]
        ]
      },
      "raw_probability": 0.0456,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "6edc2f115bfc3aa6539970a9d36ef48be227b61b47d75630af1b189d1d586ba9",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0456,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "fb75240f1c3bfba10c38c7429885179ddcef91ac373407d1bfa6898beb885b22",
        "signature": {
          "alg": "ed25519",
          "sig": "db0d0154c0a4a278d8e140ab1ac13d60dafd8c175b75122ba2d01542b3faeb17871ddb87706da29832358d28f149ffe38b03bbc9aea7f6fd49d64861f49eb00c"
        }
      },
      "receipt_sha256": "fb75240f1c3bfba10c38c7429885179ddcef91ac373407d1bfa6898beb885b22"
    },
    {
      "storm_id": "228953",
      "lat": 50.002,
      "lon": -92.4515,
      "motion_east": 7.3,
      "motion_south": 1.8,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 662.0,
      "ebshear": 31.0,
      "srh01": 9.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 9.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.1259
        },
        {
          "name": "alignment",
          "value": 1.7898
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0455
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.35586896538734436,
        "torsion": 0.0,
        "alignment": 1.7897891998291016,
        "S_field": 0.18280383944511414,
        "Gamma_field": 0.38215214014053345,
        "S_over_Gamma": 0.4783535599708557,
        "Da": 21.774967193603516,
        "E_coh": 0.43270543217658997,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -92.51,
              50.06
            ],
            [
              -92.49,
              50.06
            ],
            [
              -92.45,
              50.04
            ],
            [
              -92.45,
              50.02
            ],
            [
              -92.42,
              49.98
            ],
            [
              -92.41,
              49.99
            ],
            [
              -92.38,
              49.99
            ],
            [
              -92.36,
              49.97
            ],
            [
              -92.37,
              49.96
            ],
            [
              -92.39,
              49.96
            ],
            [
              -92.4,
              49.97
            ],
            [
              -92.43,
              49.97
            ],
            [
              -92.44,
              49.98
            ],
            [
              -92.45,
              49.97
            ],
            [
              -92.48,
              49.99
            ],
            [
              -92.52,
              49.99
            ],
            [
              -92.53,
              50.01
            ],
            [
              -92.52,
              50.02
            ],
            [
              -92.52,
              50.05
            ],
            [
              -92.51,
              50.06
            ]
          ]
        ]
      },
      "raw_probability": 0.0455,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "c50fbf592daea3965c29af2017b66f3ab2960dedb82c97c0a7778c93a0ad8fc9",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0455,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "385696949fbffd1a6099e9b61f0355aecda485953ff222bf7789e02dfbc782b3",
        "signature": {
          "alg": "ed25519",
          "sig": "cf05fead3254e79bb23d4487db79ca9edf6982aad0122bcd1c13ac223c5c14046afba37b01064067a3175ee1030ce8eb24eb062789664068a8ed98d36b90de0f"
        }
      },
      "receipt_sha256": "385696949fbffd1a6099e9b61f0355aecda485953ff222bf7789e02dfbc782b3"
    },
    {
      "storm_id": "228939",
      "lat": 35.278,
      "lon": -118.258,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 251.0,
      "ebshear": 11.0,
      "srh01": 23.0,
      "maxllaz": 0.01,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 23.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.1259
        },
        {
          "name": "alignment",
          "value": 0.6505
        },
        {
          "name": "tau",
          "value": 0.4233
        },
        {
          "name": "maxllaz",
          "value": 0.01
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0454
      },
      "coherence_score": 0.42325982451438904,
      "coherence_diagnostics": {
        "tau": 0.42325982451438904,
        "grad_tau": 0.017918145284056664,
        "torsion": 0.0,
        "alignment": 0.6505259275436401,
        "S_field": 0.05267515033483505,
        "Gamma_field": 0.17048543691635132,
        "S_over_Gamma": 0.3089715540409088,
        "Da": 10.31696891784668,
        "E_coh": 0.25811898708343506,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -118.29,
              35.31
            ],
            [
              -118.21,
              35.31
            ],
            [
              -118.21,
              35.23
            ],
            [
              -118.29,
              35.23
            ],
            [
              -118.29,
              35.31
            ]
          ]
        ]
      },
      "raw_probability": 0.0454,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "ddf7215564d71678d1b759c8d9217c4ae0b1fbf8605e5109fa95507bfc767cec",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0454,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9402a4456ed7470dc4193aae508fb569784be02a52296da9067b8ad30addb4ac",
        "signature": {
          "alg": "ed25519",
          "sig": "0a8cbf44787461529748358cc565a2246764cc1260d4bbc07e3ccd6df93f87523255cc46feaf3293a6234c33a1336994fbe06ca547a7060d510328fcf8a37605"
        }
      },
      "receipt_sha256": "9402a4456ed7470dc4193aae508fb569784be02a52296da9067b8ad30addb4ac"
    },
    {
      "storm_id": "228826",
      "lat": 48.29,
      "lon": -120.7633,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 943.0,
      "ebshear": 14.0,
      "srh01": 8.0,
      "maxllaz": 0.003,
      "mesh": 0.2,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 8.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.3759
        },
        {
          "name": "alignment",
          "value": 1.3732
        },
        {
          "name": "tau",
          "value": 0.1418
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0453
      },
      "coherence_score": 0.14176230132579803,
      "coherence_diagnostics": {
        "tau": 0.14176230132579803,
        "grad_tau": 0.11482799798250198,
        "torsion": 0.0,
        "alignment": 1.3732481002807617,
        "S_field": 0.08552064001560211,
        "Gamma_field": 0.17131876945495605,
        "S_over_Gamma": 0.49919015169143677,
        "Da": 11.276266098022461,
        "E_coh": 0.715918779373169,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -120.78,
              48.32
            ],
            [
              -120.74,
              48.32
            ],
            [
              -120.73,
              48.31
            ],
            [
              -120.73,
              48.27
            ],
            [
              -120.75,
              48.25
            ],
            [
              -120.78,
              48.25
            ],
            [
              -120.79,
              48.26
            ],
            [
              -120.79,
              48.31
            ],
            [
              -120.78,
              48.32
            ]
          ]
        ]
      },
      "raw_probability": 0.0453,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "95279802f3b8835127c6d4672932400845a36d8cf40f3987f3015e7024f7a581",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0453,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "39f83ef69e3050f3528e84ed95347e9e8986b21c81d852bc3ec2f2c0e502feea",
        "signature": {
          "alg": "ed25519",
          "sig": "38de33db8fc7232aaf55d54a7a43594467d8eb9ce77b64bd5e64690974bfacb643edfa845f4cc7a12d69fe35cd65d5370e6d598a2cf8904c1a588068c738ca0f"
        }
      },
      "receipt_sha256": "39f83ef69e3050f3528e84ed95347e9e8986b21c81d852bc3ec2f2c0e502feea"
    },
    {
      "storm_id": "228899",
      "lat": 36.86,
      "lon": -105.3964,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 310.0,
      "ebshear": 15.0,
      "srh01": 25.0,
      "maxllaz": 0.001,
      "mesh": 0.1,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 25.0
        },
        {
          "name": "hrrr_pwat",
          "value": 27.0009
        },
        {
          "name": "alignment",
          "value": 0.6492
        },
        {
          "name": "tau",
          "value": 0.4737
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0448
      },
      "coherence_score": 0.4737008810043335,
      "coherence_diagnostics": {
        "tau": 0.4737008810043335,
        "grad_tau": 0.020195847377181053,
        "torsion": 0.0,
        "alignment": 0.6491822004318237,
        "S_field": 0.13454197347164154,
        "Gamma_field": 0.6838187575340271,
        "S_over_Gamma": 0.1967509239912033,
        "Da": 40.24988555908203,
        "E_coh": 0.5011828541755676,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -105.42,
              36.91
            ],
            [
              -105.38,
              36.91
            ],
            [
              -105.34,
              36.87
            ],
            [
              -105.34,
              36.82
            ],
            [
              -105.35,
              36.81
            ],
            [
              -105.39,
              36.81
            ],
            [
              -105.42,
              36.83
            ],
            [
              -105.42,
              36.84
            ],
            [
              -105.44,
              36.86
            ],
            [
              -105.44,
              36.89
            ],
            [
              -105.42,
              36.91
            ]
          ]
        ]
      },
      "raw_probability": 0.0448,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "92503d7f4251ba64d667b781950ccb1e70a3230020576b711c425f33f6cad8fb",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0448,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d1c35de928fd219e51f472e392b3a888ca9f5f52b1a00219566a36d69e79dc28",
        "signature": {
          "alg": "ed25519",
          "sig": "33afd9ba21531c091b5bda202192eac9caa7bc494fbdc8b901fade61da1fbfb7da29ca08ffb7a72076bd785a5d363edd3b64967c71bb4e1c8b8ecd9a2a9acf0c"
        }
      },
      "receipt_sha256": "d1c35de928fd219e51f472e392b3a888ca9f5f52b1a00219566a36d69e79dc28"
    },
    {
      "storm_id": "228989",
      "lat": 30.3592,
      "lon": -108.3125,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1723.0,
      "ebshear": 10.0,
      "srh01": 8.0,
      "maxllaz": 0.0,
      "mesh": 0.5,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 8.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.0009
        },
        {
          "name": "alignment",
          "value": -0.9709
        },
        {
          "name": "tau",
          "value": 1.1728
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0447
      },
      "coherence_score": 1.1728339195251465,
      "coherence_diagnostics": {
        "tau": 1.1728339195251465,
        "grad_tau": 0.29212984442710876,
        "torsion": 0.0,
        "alignment": -0.9708887338638306,
        "S_field": 0.5251111388206482,
        "Gamma_field": 0.41465210914611816,
        "S_over_Gamma": 1.2663896083831787,
        "Da": 25.313343048095703,
        "E_coh": 0.9507764577865601,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -108.33,
              30.41
            ],
            [
              -108.31,
              30.41
            ],
            [
              -108.26,
              30.38
            ],
            [
              -108.25,
              30.33
            ],
            [
              -108.27,
              30.31
            ],
            [
              -108.31,
              30.31
            ],
            [
              -108.32,
              30.33
            ],
            [
              -108.34,
              30.33
            ],
            [
              -108.35,
              30.34
            ],
            [
              -108.34,
              30.35
            ],
            [
              -108.34,
              30.4
            ],
            [
              -108.33,
              30.41
            ]
          ]
        ]
      },
      "raw_probability": 0.0447,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "505108da3b590010a12342e862e1beec3c11dacff308a1f09f47eec5402bb5d7",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0447,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7c240264dd63049e418100a5932cfdd74029de4417ee8cfa478b40cf18ff5dd6",
        "signature": {
          "alg": "ed25519",
          "sig": "8658e552809cda43feb8613b356fcebe79837b9a7bcc29a267e8ebd92b5cf537f94d802835c88d57075ec27afafe23d6ac2a91e3db069214d2f6537a679d7a04"
        }
      },
      "receipt_sha256": "7c240264dd63049e418100a5932cfdd74029de4417ee8cfa478b40cf18ff5dd6"
    },
    {
      "storm_id": "227137",
      "lat": 48.8282,
      "lon": -88.3482,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 120.0,
      "ebshear": 23.0,
      "srh01": 12.0,
      "maxllaz": 0.004,
      "mesh": 0.06,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 12.0
        },
        {
          "name": "hrrr_pwat",
          "value": 22.7509
        },
        {
          "name": "alignment",
          "value": 2.4148
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0446
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.4649077355861664,
        "torsion": 0.0,
        "alignment": 2.4147891998291016,
        "S_field": 0.3938346207141876,
        "Gamma_field": 0.2646521031856537,
        "S_over_Gamma": 1.4881219863891602,
        "Da": 15.802284240722656,
        "E_coh": 0.7629354596138,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -88.38,
              48.87
            ],
            [
              -88.33,
              48.87
            ],
            [
              -88.31,
              48.86
            ],
            [
              -88.29,
              48.84
            ],
            [
              -88.29,
              48.8
            ],
            [
              -88.31,
              48.78
            ],
            [
              -88.36,
              48.78
            ],
            [
              -88.38,
              48.79
            ],
            [
              -88.4,
              48.81
            ],
            [
              -88.4,
              48.84
            ],
            [
              -88.38,
              48.87
            ]
          ]
        ]
      },
      "raw_probability": 0.0446,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "c5980e93bce7aa9147b55ce71f3567073754306b547b3f458a7ed78f25d970f8",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0446,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3634562073d10cf0d0835bb2b9c74d1066c13ab34bd2b7557d6b67bfba0f6d32",
        "signature": {
          "alg": "ed25519",
          "sig": "902a06ac2a8dbb1597bdca67f3e7748812ebf887bbee78f472ae01053ef7b1d7440e6e67b5022bafd531fe7f4c7f7b351bbdb1fdd519bbb8a936f1906753af00"
        }
      },
      "receipt_sha256": "3634562073d10cf0d0835bb2b9c74d1066c13ab34bd2b7557d6b67bfba0f6d32"
    },
    {
      "storm_id": "228979",
      "lat": 36.3767,
      "lon": -118.4483,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 418.0,
      "ebshear": 11.0,
      "srh01": 20.0,
      "maxllaz": 0.001,
      "mesh": 0.09,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 20.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.1259
        },
        {
          "name": "alignment",
          "value": -0.7968
        },
        {
          "name": "tau",
          "value": 0.4407
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0441
      },
      "coherence_score": 0.440682590007782,
      "coherence_diagnostics": {
        "tau": 0.440682590007782,
        "grad_tau": 0.02872263453900814,
        "torsion": 0.0,
        "alignment": -0.7968173027038574,
        "S_field": 0.08507809042930603,
        "Gamma_field": 0.1604854315519333,
        "S_over_Gamma": 0.5301296710968018,
        "Da": 9.81216049194336,
        "E_coh": 0.060981858521699905,
        "singularity_count": 0.0,
        "singularity_conditions_met": 0,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -118.47,
              36.42
            ],
            [
              -118.43,
              36.41
            ],
            [
              -118.43,
              36.4
            ],
            [
              -118.41,
              36.38
            ],
            [
              -118.41,
              36.35
            ],
            [
              -118.43,
              36.35
            ],
            [
              -118.44,
              36.34
            ],
            [
              -118.46,
              36.35
            ],
            [
              -118.47,
              36.34
            ],
            [
              -118.48,
              36.35
            ],
            [
              -118.48,
              36.41
            ],
            [
              -118.47,
              36.42
            ]
          ]
        ]
      },
      "raw_probability": 0.0441,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "1be1ca670555940dd8db5bc612c3bdff1745d976308fe8686f69f0d6dc798b4b",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0441,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "33c098913a601693dcd83a660517133b92caeb4fd9a41f96f427c98e41024cc7",
        "signature": {
          "alg": "ed25519",
          "sig": "7fa48a328aad53a0eb5b8c4e960c1ffaa1ee65d5d314b7a6f60bada5ec68113c55c9e70f3d81c7dd29b2cc4f6463286d46e6f833039b4d843ae1d757a2998c0f"
        }
      },
      "receipt_sha256": "33c098913a601693dcd83a660517133b92caeb4fd9a41f96f427c98e41024cc7"
    },
    {
      "storm_id": "226915",
      "lat": 28.9343,
      "lon": -81.2343,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2580.0,
      "ebshear": 16.0,
      "srh01": 26.0,
      "maxllaz": 0.003,
      "mesh": 0.15,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 26.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.5009
        },
        {
          "name": "alignment",
          "value": 0.6702
        },
        {
          "name": "tau",
          "value": 3.9703
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0435
      },
      "coherence_score": 3.9702677726745605,
      "coherence_diagnostics": {
        "tau": 3.9702677726745605,
        "grad_tau": 0.13980136811733246,
        "torsion": 0.0,
        "alignment": 0.6702449321746826,
        "S_field": 0.6896226406097412,
        "Gamma_field": 0.3438187837600708,
        "S_over_Gamma": 2.0057735443115234,
        "Da": 21.270349502563477,
        "E_coh": 0.972267746925354,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 4,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.23,
              28.98
            ],
            [
              -81.19,
              28.98
            ],
            [
              -81.18,
              28.97
            ],
            [
              -81.19,
              28.96
            ],
            [
              -81.18,
              28.92
            ],
            [
              -81.2,
              28.9
            ],
            [
              -81.22,
              28.9
            ],
            [
              -81.23,
              28.89
            ],
            [
              -81.3,
              28.89
            ],
            [
              -81.29,
              28.9
            ],
            [
              -81.3,
              28.91
            ],
            [
              -81.27,
              28.94
            ],
            [
              -81.27,
              28.96
            ],
            [
              -81.23,
              28.98
            ]
          ]
        ]
      },
      "raw_probability": 0.0435,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "ae86b52135a3e296eade87c8e0516c2c1e32410dfa5d14a1740960ccdef2fce1",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0435,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "47df714d43d3fb6afa972e92e0b0b0318a3abde00c82e68d2a39176f0aeadf7d",
        "signature": {
          "alg": "ed25519",
          "sig": "ea162e614872f179cbe86767065420604b34c7c61640365f153926b211854cfd3f8324693fa98f8461c8e590d6cbd83088d44c52fb3f25cf9c06d28ad03df207"
        }
      },
      "receipt_sha256": "47df714d43d3fb6afa972e92e0b0b0318a3abde00c82e68d2a39176f0aeadf7d"
    },
    {
      "storm_id": "227985",
      "lat": 34.2244,
      "lon": -111.3222,
      "motion_east": 1.6,
      "motion_south": 1.2,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1477.0,
      "ebshear": 15.0,
      "srh01": 14.0,
      "maxllaz": 0.009,
      "mesh": 0.41,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 14.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.7509
        },
        {
          "name": "alignment",
          "value": -0.6605
        },
        {
          "name": "tau",
          "value": 1.241
        },
        {
          "name": "maxllaz",
          "value": 0.009
        }
      ],
      "model_scores": {
        "gbt_prob": 0.043
      },
      "coherence_score": 1.2409672737121582,
      "coherence_diagnostics": {
        "tau": 1.2409672737121582,
        "grad_tau": 0.12014642357826233,
        "torsion": 0.0,
        "alignment": -0.6604583263397217,
        "S_field": 0.6468819379806519,
        "Gamma_field": 0.5929854512214661,
        "S_over_Gamma": 1.0908900499343872,
        "Da": 37.53792190551758,
        "E_coh": 0.9862185716629028,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -111.34,
              34.26
            ],
            [
              -111.29,
              34.26
            ],
            [
              -111.28,
              34.25
            ],
            [
              -111.28,
              34.2
            ],
            [
              -111.3,
              34.18
            ],
            [
              -111.35,
              34.18
            ],
            [
              -111.36,
              34.19
            ],
            [
              -111.36,
              34.24
            ],
            [
              -111.34,
              34.26
            ]
          ]
        ]
      },
      "raw_probability": 0.043,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "d65cd298e5667946395d2adb194c1056eec3357d4ed6290adb3732584ab3f1a6",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.043,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "05814255520f6bf007c30632d0f95eba83b3dde81369c252158583bb6738e3ad",
        "signature": {
          "alg": "ed25519",
          "sig": "6afa917e60ecec33b465aa7c04e94b803908a2b1ec2ee25c4f92a3b966c7b33c041b92179a14df70c7b14997868af87c9a150e51b9925cfb98b17d9326a4b505"
        }
      },
      "receipt_sha256": "05814255520f6bf007c30632d0f95eba83b3dde81369c252158583bb6738e3ad"
    },
    {
      "storm_id": "228815",
      "lat": 33.2263,
      "lon": -107.05,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 670.0,
      "ebshear": 5.0,
      "srh01": 12.0,
      "maxllaz": 0.004,
      "mesh": 0.37,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 12.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.5009
        },
        {
          "name": "alignment",
          "value": 1.3875
        },
        {
          "name": "tau",
          "value": 0.7694
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0429
      },
      "coherence_score": 0.7694470882415771,
      "coherence_diagnostics": {
        "tau": 0.7694470882415771,
        "grad_tau": 0.17072166502475739,
        "torsion": 0.0,
        "alignment": 1.3874852657318115,
        "S_field": 0.2216271609067917,
        "Gamma_field": 0.5363187789916992,
        "S_over_Gamma": 0.4132377505302429,
        "Da": 31.68175506591797,
        "E_coh": 0.8936730027198792,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -107.07,
              33.25
            ],
            [
              -107.03,
              33.25
            ],
            [
              -107.02,
              33.24
            ],
            [
              -107.02,
              33.21
            ],
            [
              -107.03,
              33.19
            ],
            [
              -107.07,
              33.19
            ],
            [
              -107.09,
              33.23
            ],
            [
              -107.07,
              33.25
            ]
          ]
        ]
      },
      "raw_probability": 0.0429,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "658bb39498329d8283e5369df5e73c9a7feb9f410f261cc56c072c0b34217dc0",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0429,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1d2845662b8145a28ed284e4d7ded65c9ed0bc325b5ea015f666e68e6e6322e2",
        "signature": {
          "alg": "ed25519",
          "sig": "7cb81a1c61208ef43b7929f8ed81e0f66d64cd0630ee7172a8f26131dae109f30d9671da9db5513d9ec538a7f2fb5c9bee0e90471c9f6d7cce5fdc5c33ac780c"
        }
      },
      "receipt_sha256": "1d2845662b8145a28ed284e4d7ded65c9ed0bc325b5ea015f666e68e6e6322e2"
    },
    {
      "storm_id": "228574",
      "lat": 50.4818,
      "lon": -84.3055,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 304.0,
      "ebshear": 20.0,
      "srh01": 16.0,
      "maxllaz": 0.001,
      "mesh": 0.25,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 16.0
        },
        {
          "name": "hrrr_pwat",
          "value": 25.1259
        },
        {
          "name": "alignment",
          "value": 1.8523
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0428
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.38602226972579956,
        "torsion": 0.0,
        "alignment": 1.8522891998291016,
        "S_field": 0.25995638966560364,
        "Gamma_field": 0.3296521306037903,
        "S_over_Gamma": 0.7885779142379761,
        "Da": 19.67278480529785,
        "E_coh": 0.7570363879203796,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.31,
              50.53
            ],
            [
              -84.28,
              50.51
            ],
            [
              -84.28,
              50.49
            ],
            [
              -84.27,
              50.48
            ],
            [
              -84.27,
              50.46
            ],
            [
              -84.29,
              50.44
            ],
            [
              -84.33,
              50.44
            ],
            [
              -84.34,
              50.45
            ],
            [
              -84.33,
              50.47
            ],
            [
              -84.35,
              50.5
            ],
            [
              -84.31,
              50.53
            ]
          ]
        ]
      },
      "raw_probability": 0.0428,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "bdf4029a430d2217fb55001457c71cee6dd539ab8445b248fff9438ce954d4ff",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0428,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2b51a3ff8b7c1bfd264f4ed07d33df3efb533eb1d0512d56a47aeb075489027d",
        "signature": {
          "alg": "ed25519",
          "sig": "e89a9157f56c8105ca5af827d8c2412cf2e299cddc757b4a6c27a5420cd61d2afc56562faa456002cc2a87fb43f1f9b0d95869aa16debef678ceed5d8b86480e"
        }
      },
      "receipt_sha256": "2b51a3ff8b7c1bfd264f4ed07d33df3efb533eb1d0512d56a47aeb075489027d"
    },
    {
      "storm_id": "227558",
      "lat": 37.1278,
      "lon": -114.2544,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1236.0,
      "ebshear": 9.0,
      "srh01": 11.0,
      "maxllaz": 0.002,
      "mesh": 0.61,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 11.0
        },
        {
          "name": "hrrr_pwat",
          "value": 27.5009
        },
        {
          "name": "alignment",
          "value": -0.3952
        },
        {
          "name": "tau",
          "value": 0.3045
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0427
      },
      "coherence_score": 0.3045012354850769,
      "coherence_diagnostics": {
        "tau": 0.3045012354850769,
        "grad_tau": 0.05562172085046768,
        "torsion": 0.0,
        "alignment": -0.39519599080085754,
        "S_field": 0.06505722552537918,
        "Gamma_field": 0.8788188099861145,
        "S_over_Gamma": 0.07402803003787994,
        "Da": 58.0234489440918,
        "E_coh": 0.7804679870605469,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -114.28,
              37.16
            ],
            [
              -114.23,
              37.16
            ],
            [
              -114.21,
              37.14
            ],
            [
              -114.21,
              37.1
            ],
            [
              -114.22,
              37.09
            ],
            [
              -114.28,
              37.09
            ],
            [
              -114.29,
              37.1
            ],
            [
              -114.29,
              37.15
            ],
            [
              -114.28,
              37.16
            ]
          ]
        ]
      },
      "raw_probability": 0.0427,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "86478106a386204b3a42d3265b7c5ba9b5d7bbadaffcb3c5861cb9824389d78e",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0427,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "00af6330c9eb6d29de3a041ca34e7ddd57b72abe28fe4dfd87802ee965a43eb1",
        "signature": {
          "alg": "ed25519",
          "sig": "6edc4f8c9de7a258a25c141e2d8e7728cd0dbdc7d28cc3805339c3a22dbf738f5e1d990b189120f6e4667b12e0ad6b0183be3022e58a77d90cc89da2629af906"
        }
      },
      "receipt_sha256": "00af6330c9eb6d29de3a041ca34e7ddd57b72abe28fe4dfd87802ee965a43eb1"
    },
    {
      "storm_id": "228771",
      "lat": 48.6337,
      "lon": -88.91,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 98.0,
      "ebshear": 25.0,
      "srh01": 14.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 14.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.7509
        },
        {
          "name": "alignment",
          "value": 3.9762
        },
        {
          "name": "tau",
          "value": 0.4649
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0425
      },
      "coherence_score": 0.4649077355861664,
      "coherence_diagnostics": {
        "tau": 0.4649077355861664,
        "grad_tau": 0.44324564933776855,
        "torsion": 0.0,
        "alignment": 3.9762070178985596,
        "S_field": 0.1772676706314087,
        "Gamma_field": 0.2971521019935608,
        "S_over_Gamma": 0.5965553522109985,
        "Da": 17.673133850097656,
        "E_coh": 0.4815717935562134,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -88.94,
              48.66
            ],
            [
              -88.88,
              48.66
            ],
            [
              -88.89,
              48.65
            ],
            [
              -88.87,
              48.61
            ],
            [
              -88.89,
              48.59
            ],
            [
              -88.93,
              48.62
            ],
            [
              -88.94,
              48.62
            ],
            [
              -88.94,
              48.66
            ]
          ]
        ]
      },
      "raw_probability": 0.0425,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "bde363f8dd9d564869b6e7ee152e3731237f19a1e4c266eb8fd2788a57aee693",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0425,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2dd73f9b807d339c5532f53d67f784addd2cb88778a8aff3a095deac15eca3de",
        "signature": {
          "alg": "ed25519",
          "sig": "073947f4c98a277f80f44b8571c844ea3c866ae3e4333a65acd962e093e461d7eaf0025dfb156f0094b2846f3918cea73b1ce12c47b9b4ce4ae8b462562b260e"
        }
      },
      "receipt_sha256": "2dd73f9b807d339c5532f53d67f784addd2cb88778a8aff3a095deac15eca3de"
    },
    {
      "storm_id": "226303",
      "lat": 43.343,
      "lon": -112.007,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 658.0,
      "ebshear": 16.0,
      "srh01": 22.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 22.0
        },
        {
          "name": "hrrr_pwat",
          "value": 17.0009
        },
        {
          "name": "alignment",
          "value": -1.7328
        },
        {
          "name": "tau",
          "value": 0.3047
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0423
      },
      "coherence_score": 0.3046827018260956,
      "coherence_diagnostics": {
        "tau": 0.3046827018260956,
        "grad_tau": 0.0368233248591423,
        "torsion": 0.0,
        "alignment": -1.732795000076294,
        "S_field": 0.1190415620803833,
        "Gamma_field": 0.4804854393005371,
        "S_over_Gamma": 0.24775269627571106,
        "Da": 28.257606506347656,
        "E_coh": 0.31319496035575867,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 5,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -112.05,
              43.39
            ],
            [
              -111.96,
              43.39
            ],
            [
              -111.96,
              43.38
            ],
            [
              -111.94,
              43.37
            ],
            [
              -111.94,
              43.28
            ],
            [
              -112.02,
              43.28
            ],
            [
              -112.03,
              43.29
            ],
            [
              -112.06,
              43.29
            ],
            [
              -112.06,
              43.37
            ],
            [
              -112.05,
              43.39
            ]
          ]
        ]
      },
      "raw_probability": 0.0423,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "e1b2c982d1313e8d48a527676aa4ad5d45b7be4b2a504e927cd2d98a1a5778c4",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0423,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "867a5ec04adb4f8a51391b86877170e48a651744f8576674de5c631f8256f0b6",
        "signature": {
          "alg": "ed25519",
          "sig": "423be19ae7a4168101e1309d6d9fe03e585d335b312c0ef7b2002f56c72a46b2566f2fa5a59d6e2e54de6eddf3a9240463be6302db554ba8d582cf7aff91500b"
        }
      },
      "receipt_sha256": "867a5ec04adb4f8a51391b86877170e48a651744f8576674de5c631f8256f0b6"
    },
    {
      "storm_id": "228316",
      "lat": 50.4214,
      "lon": -91.9171,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 785.0,
      "ebshear": 38.0,
      "srh01": 3.0,
      "maxllaz": 0.002,
      "mesh": 0.18,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 3.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.7509
        },
        {
          "name": "alignment",
          "value": 1.9148
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0421
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.3722526431083679,
        "torsion": 0.0,
        "alignment": 1.9147891998291016,
        "S_field": 0.26119643449783325,
        "Gamma_field": 0.3021521270275116,
        "S_over_Gamma": 0.8644533753395081,
        "Da": 17.308032989501953,
        "E_coh": 0.6232803463935852,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -91.93,
              50.45
            ],
            [
              -91.88,
              50.45
            ],
            [
              -91.88,
              50.38
            ],
            [
              -91.92,
              50.38
            ],
            [
              -91.94,
              50.4
            ],
            [
              -91.94,
              50.44
            ],
            [
              -91.93,
              50.45
            ]
          ]
        ]
      },
      "raw_probability": 0.0421,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "4684aef43750399b450dec91cbe84ceb167374b0566c9260996a63bcd62c1253",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0421,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b7a6ebb60a268126bcbbfd613bc49a7f79c4e980183eed51432831f40968cdf9",
        "signature": {
          "alg": "ed25519",
          "sig": "b0fe7c81ba96e9cd92ffff8ceaa8866fa16c8ce394467179f40f0b815117016b3d6f1c69f1bbe988773fe390a9bbc37b0e8f956e75fc0ce22fa660320f586d0b"
        }
      },
      "receipt_sha256": "b7a6ebb60a268126bcbbfd613bc49a7f79c4e980183eed51432831f40968cdf9"
    },
    {
      "storm_id": "228915",
      "lat": 50.0475,
      "lon": -113.0625,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 61.0,
      "ebshear": 11.0,
      "srh01": 1.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 1.0
        },
        {
          "name": "hrrr_pwat",
          "value": 15.0009
        },
        {
          "name": "alignment",
          "value": 1.7898
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0421
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.2458590418100357,
        "torsion": 0.0,
        "alignment": 1.7897891998291016,
        "S_field": 0.05585552752017975,
        "Gamma_field": 0.34215211868286133,
        "S_over_Gamma": 0.16324764490127563,
        "Da": 20.97574234008789,
        "E_coh": 0.42980220913887024,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -113.09,
              50.08
            ],
            [
              -113.04,
              50.08
            ],
            [
              -113.03,
              50.07
            ],
            [
              -113.03,
              50.02
            ],
            [
              -113.06,
              50.02
            ],
            [
              -113.07,
              50.01
            ],
            [
              -113.09,
              50.02
            ],
            [
              -113.09,
              50.08
            ]
          ]
        ]
      },
      "raw_probability": 0.0421,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "4684aef43750399b450dec91cbe84ceb167374b0566c9260996a63bcd62c1253",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0421,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b7a6ebb60a268126bcbbfd613bc49a7f79c4e980183eed51432831f40968cdf9",
        "signature": {
          "alg": "ed25519",
          "sig": "b0fe7c81ba96e9cd92ffff8ceaa8866fa16c8ce394467179f40f0b815117016b3d6f1c69f1bbe988773fe390a9bbc37b0e8f956e75fc0ce22fa660320f586d0b"
        }
      },
      "receipt_sha256": "b7a6ebb60a268126bcbbfd613bc49a7f79c4e980183eed51432831f40968cdf9"
    },
    {
      "storm_id": "228315",
      "lat": 50.6118,
      "lon": -91.7536,
      "motion_east": 5.8,
      "motion_south": 3.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 961.0,
      "ebshear": 36.0,
      "srh01": 11.0,
      "maxllaz": 0.003,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 11.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.7509
        },
        {
          "name": "alignment",
          "value": 1.9148
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0418
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.3722526431083679,
        "torsion": 0.0,
        "alignment": 1.9147891998291016,
        "S_field": 0.26119643449783325,
        "Gamma_field": 0.3021521270275116,
        "S_over_Gamma": 0.8644533753395081,
        "Da": 17.308032989501953,
        "E_coh": 0.6232803463935852,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -91.76,
              50.65
            ],
            [
              -91.72,
              50.65
            ],
            [
              -91.7,
              50.63
            ],
            [
              -91.73,
              50.59
            ],
            [
              -91.73,
              50.58
            ],
            [
              -91.75,
              50.57
            ],
            [
              -91.78,
              50.57
            ],
            [
              -91.79,
              50.58
            ],
            [
              -91.79,
              50.63
            ],
            [
              -91.78,
              50.63
            ],
            [
              -91.76,
              50.65
            ]
          ]
        ]
      },
      "raw_probability": 0.0418,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "9cf58c9985a75db3c21003fbc99c1137c9c4ae1327579608534546ef661906e5",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0418,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "27879e65fa464a31e5c8505685d345ddf1a13317ff15e12129cefe7e9efc2343",
        "signature": {
          "alg": "ed25519",
          "sig": "cc867d8767e3e964b1182656e815ccca28fd8da217b12eee318f02beba04e3b6e43e5614871c00e4b32d671ab17217e8aa2efa79f8a90fef38314c597f7ba100"
        }
      },
      "receipt_sha256": "27879e65fa464a31e5c8505685d345ddf1a13317ff15e12129cefe7e9efc2343"
    },
    {
      "storm_id": "227569",
      "lat": 33.5717,
      "lon": -110.4225,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1157.0,
      "ebshear": 8.0,
      "srh01": 13.0,
      "maxllaz": 0.004,
      "mesh": 0.77,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 13.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.7509
        },
        {
          "name": "alignment",
          "value": -0.9996
        },
        {
          "name": "tau",
          "value": 1.0658
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0417
      },
      "coherence_score": 1.0657652616500854,
      "coherence_diagnostics": {
        "tau": 1.0657652616500854,
        "grad_tau": 0.17499415576457977,
        "torsion": 0.0,
        "alignment": -0.9995684623718262,
        "S_field": 0.5284672975540161,
        "Gamma_field": 0.45631879568099976,
        "S_over_Gamma": 1.1581099033355713,
        "Da": 28.074777603149414,
        "E_coh": 0.961532473564148,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -110.45,
              33.61
            ],
            [
              -110.4,
              33.61
            ],
            [
              -110.39,
              33.6
            ],
            [
              -110.39,
              33.57
            ],
            [
              -110.38,
              33.56
            ],
            [
              -110.39,
              33.54
            ],
            [
              -110.41,
              33.53
            ],
            [
              -110.44,
              33.53
            ],
            [
              -110.45,
              33.54
            ],
            [
              -110.46,
              33.56
            ],
            [
              -110.46,
              33.6
            ],
            [
              -110.45,
              33.61
            ]
          ]
        ]
      },
      "raw_probability": 0.0417,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "cc085f503812dd52ee5423578ea8f087f6107ba5544d4659cec83254bb95a8cb",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0417,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "93be81bf708e70b4ee6ccd471c41bb796aec6f8f9f9abcea7c1130acaf47b8d1",
        "signature": {
          "alg": "ed25519",
          "sig": "3213927781f27257396a0bdad18349aa979a56c3df271a37b899c3f9058a6430beee24d3e3bcd2ed026e0afc81b8c4428ca3c1c8b72fc1f082f42ca290cacc00"
        }
      },
      "receipt_sha256": "93be81bf708e70b4ee6ccd471c41bb796aec6f8f9f9abcea7c1130acaf47b8d1"
    },
    {
      "storm_id": "227685",
      "lat": 37.3588,
      "lon": -114.3775,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1349.0,
      "ebshear": 10.0,
      "srh01": 20.0,
      "maxllaz": 0.002,
      "mesh": 0.2,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 20.0
        },
        {
          "name": "hrrr_pwat",
          "value": 25.0009
        },
        {
          "name": "alignment",
          "value": 1.9775
        },
        {
          "name": "tau",
          "value": 0.3324
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0417
      },
      "coherence_score": 0.33239221572875977,
      "coherence_diagnostics": {
        "tau": 0.33239221572875977,
        "grad_tau": 0.011820350773632526,
        "torsion": 0.0,
        "alignment": 1.9775028228759766,
        "S_field": 0.16998767852783203,
        "Gamma_field": 0.5421521067619324,
        "S_over_Gamma": 0.3135423958301544,
        "Da": 35.461978912353516,
        "E_coh": 0.5161299705505371,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -114.4,
              37.39
            ],
            [
              -114.36,
              37.39
            ],
            [
              -114.33,
              37.36
            ],
            [
              -114.33,
              37.31
            ],
            [
              -114.38,
              37.31
            ],
            [
              -114.41,
              37.34
            ],
            [
              -114.41,
              37.38
            ],
            [
              -114.4,
              37.39
            ]
          ]
        ]
      },
      "raw_probability": 0.0417,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "cc085f503812dd52ee5423578ea8f087f6107ba5544d4659cec83254bb95a8cb",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0417,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "93be81bf708e70b4ee6ccd471c41bb796aec6f8f9f9abcea7c1130acaf47b8d1",
        "signature": {
          "alg": "ed25519",
          "sig": "3213927781f27257396a0bdad18349aa979a56c3df271a37b899c3f9058a6430beee24d3e3bcd2ed026e0afc81b8c4428ca3c1c8b72fc1f082f42ca290cacc00"
        }
      },
      "receipt_sha256": "93be81bf708e70b4ee6ccd471c41bb796aec6f8f9f9abcea7c1130acaf47b8d1"
    },
    {
      "storm_id": "228819",
      "lat": 50.3273,
      "lon": -92.0564,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 722.0,
      "ebshear": 34.0,
      "srh01": 3.0,
      "maxllaz": 0.002,
      "mesh": 0.13,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 3.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.7509
        },
        {
          "name": "alignment",
          "value": 1.9148
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0414
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.3722526431083679,
        "torsion": 0.0,
        "alignment": 1.9147891998291016,
        "S_field": 0.26119643449783325,
        "Gamma_field": 0.3021521270275116,
        "S_over_Gamma": 0.8644533753395081,
        "Da": 17.308032989501953,
        "E_coh": 0.6232803463935852,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -92.1,
              50.37
            ],
            [
              -92.05,
              50.37
            ],
            [
              -92.04,
              50.36
            ],
            [
              -92.02,
              50.36
            ],
            [
              -92.03,
              50.31
            ],
            [
              -92.01,
              50.29
            ],
            [
              -92.02,
              50.28
            ],
            [
              -92.06,
              50.28
            ],
            [
              -92.1,
              50.3
            ],
            [
              -92.09,
              50.31
            ],
            [
              -92.1,
              50.37
            ]
          ]
        ]
      },
      "raw_probability": 0.0414,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "d9429158906e0da29843b6206b90a996c8d5f49aa9d9d5195cddd33b933bac53",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0414,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "19d0ca1ec615ae241f0966229939c370aa97421459eeb977474039d622c233f6",
        "signature": {
          "alg": "ed25519",
          "sig": "8b76fb2c3e6f2fd14ea22a3cf9adec514a30d44b5f851d3d505cb830eb60394ef2cfad26dc64a67ed0b104b96af7a27e55fc70d982157bda536ef1e6b63e1809"
        }
      },
      "receipt_sha256": "19d0ca1ec615ae241f0966229939c370aa97421459eeb977474039d622c233f6"
    },
    {
      "storm_id": "228081",
      "lat": 48.5554,
      "lon": -88.7123,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 69.0,
      "ebshear": 23.0,
      "srh01": 13.0,
      "maxllaz": 0.003,
      "mesh": 0.09,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 13.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.7509
        },
        {
          "name": "alignment",
          "value": 3.9762
        },
        {
          "name": "tau",
          "value": 0.4649
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0407
      },
      "coherence_score": 0.4649077355861664,
      "coherence_diagnostics": {
        "tau": 0.4649077355861664,
        "grad_tau": 0.44324564933776855,
        "torsion": 0.0,
        "alignment": 3.9762070178985596,
        "S_field": 0.1772676706314087,
        "Gamma_field": 0.2971521019935608,
        "S_over_Gamma": 0.5965553522109985,
        "Da": 17.673133850097656,
        "E_coh": 0.4815717935562134,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -88.76,
              48.59
            ],
            [
              -88.75,
              48.58
            ],
            [
              -88.74,
              48.59
            ],
            [
              -88.71,
              48.59
            ],
            [
              -88.68,
              48.57
            ],
            [
              -88.66,
              48.57
            ],
            [
              -88.65,
              48.56
            ],
            [
              -88.65,
              48.52
            ],
            [
              -88.68,
              48.5
            ],
            [
              -88.72,
              48.5
            ],
            [
              -88.74,
              48.51
            ],
            [
              -88.76,
              48.55
            ],
            [
              -88.76,
              48.59
            ]
          ]
        ]
      },
      "raw_probability": 0.0407,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "8a2033752a29dbf7fbc19f078ed57aca119facec4717b98bb8fcef615943a56c",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0407,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "26de4a6072902b596687b32388a4a5560b3ae605b344b0a0e38dcbf3e759a4f4",
        "signature": {
          "alg": "ed25519",
          "sig": "1fba23502f0d3d674e450af303ce5cf1b8fc3ca3936626dc985d96a9568ebf9d4e2ba85b491762d4337db0f8918304da97ffc33eb0fc87be052fc0d870e06b02"
        }
      },
      "receipt_sha256": "26de4a6072902b596687b32388a4a5560b3ae605b344b0a0e38dcbf3e759a4f4"
    },
    {
      "storm_id": "228510",
      "lat": 42.9522,
      "lon": -112.2289,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 552.0,
      "ebshear": 14.0,
      "srh01": 19.0,
      "maxllaz": 0.002,
      "mesh": 0.32,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 19.0
        },
        {
          "name": "hrrr_pwat",
          "value": 14.1259
        },
        {
          "name": "alignment",
          "value": -0.0711
        },
        {
          "name": "tau",
          "value": 0.2679
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0403
      },
      "coherence_score": 0.2679072320461273,
      "coherence_diagnostics": {
        "tau": 0.2679072320461273,
        "grad_tau": 0.042379118502140045,
        "torsion": 0.0,
        "alignment": -0.07113808393478394,
        "S_field": 0.09858321398496628,
        "Gamma_field": 0.517985463142395,
        "S_over_Gamma": 0.1903204321861267,
        "Da": 30.1668643951416,
        "E_coh": 0.5689509510993958,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -112.24,
              42.99
            ],
            [
              -112.21,
              42.99
            ],
            [
              -112.19,
              42.97
            ],
            [
              -112.19,
              42.92
            ],
            [
              -112.2,
              42.91
            ],
            [
              -112.25,
              42.91
            ],
            [
              -112.27,
              42.93
            ],
            [
              -112.27,
              42.96
            ],
            [
              -112.24,
              42.99
            ]
          ]
        ]
      },
      "raw_probability": 0.0403,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "3f6c6421802caa37b51a89fc8e4f381070d4e96371f6f1ede16966eb4dac18fd",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0403,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "cfbaadb36fc88752bcc79ca5f3113c64693a997bb7621ef7fd200f214311dc40",
        "signature": {
          "alg": "ed25519",
          "sig": "94033695c8fc18ff33462707427f84100f3157655a5ddc896751073848a671e9fcc86ae540bb892b13ebadc0fef82c7ab236589ccbe1789fd9f9b1a093b0eb06"
        }
      },
      "receipt_sha256": "cfbaadb36fc88752bcc79ca5f3113c64693a997bb7621ef7fd200f214311dc40"
    },
    {
      "storm_id": "228531",
      "lat": 32.121,
      "lon": -115.518,
      "motion_east": 2.1,
      "motion_south": -1.0,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1943.0,
      "ebshear": 18.0,
      "srh01": 19.0,
      "maxllaz": 0.009,
      "mesh": 0.77,
      "flash_rate": 14.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 19.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.3759
        },
        {
          "name": "alignment",
          "value": -0.5395
        },
        {
          "name": "tau",
          "value": 0.5544
        },
        {
          "name": "maxllaz",
          "value": 0.009
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0403
      },
      "coherence_score": 0.5544108748435974,
      "coherence_diagnostics": {
        "tau": 0.5544108748435974,
        "grad_tau": 0.03857884928584099,
        "torsion": 0.0,
        "alignment": -0.5394917130470276,
        "S_field": 0.09555808454751968,
        "Gamma_field": 0.1604854315519333,
        "S_over_Gamma": 0.5954315066337585,
        "Da": 9.5892915725708,
        "E_coh": 0.47457289695739746,
        "singularity_count": 0.0,
        "singularity_conditions_met": 0,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -115.51,
              32.17
            ],
            [
              -115.49,
              32.16
            ],
            [
              -115.49,
              32.14
            ],
            [
              -115.48,
              32.13
            ],
            [
              -115.48,
              32.09
            ],
            [
              -115.52,
              32.07
            ],
            [
              -115.56,
              32.07
            ],
            [
              -115.57,
              32.08
            ],
            [
              -115.57,
              32.13
            ],
            [
              -115.51,
              32.17
            ]
          ]
        ]
      },
      "raw_probability": 0.0403,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "3f6c6421802caa37b51a89fc8e4f381070d4e96371f6f1ede16966eb4dac18fd",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0403,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "cfbaadb36fc88752bcc79ca5f3113c64693a997bb7621ef7fd200f214311dc40",
        "signature": {
          "alg": "ed25519",
          "sig": "94033695c8fc18ff33462707427f84100f3157655a5ddc896751073848a671e9fcc86ae540bb892b13ebadc0fef82c7ab236589ccbe1789fd9f9b1a093b0eb06"
        }
      },
      "receipt_sha256": "cfbaadb36fc88752bcc79ca5f3113c64693a997bb7621ef7fd200f214311dc40"
    },
    {
      "storm_id": "228654",
      "lat": 35.6144,
      "lon": -107.0533,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 945.0,
      "ebshear": 14.0,
      "srh01": 25.0,
      "maxllaz": 0.005,
      "mesh": 0.5,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 25.0
        },
        {
          "name": "hrrr_pwat",
          "value": 26.1259
        },
        {
          "name": "alignment",
          "value": 0.0208
        },
        {
          "name": "tau",
          "value": 0.5871
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0403
      },
      "coherence_score": 0.5871061682701111,
      "coherence_diagnostics": {
        "tau": 0.5871061682701111,
        "grad_tau": 0.10697886347770691,
        "torsion": 0.0,
        "alignment": 0.020771443843841553,
        "S_field": 0.1678895652294159,
        "Gamma_field": 0.4638187885284424,
        "S_over_Gamma": 0.3619723320007324,
        "Da": 27.68524932861328,
        "E_coh": 0.8002246618270874,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -107.07,
              35.65
            ],
            [
              -107.03,
              35.65
            ],
            [
              -107.01,
              35.64
            ],
            [
              -107.01,
              35.59
            ],
            [
              -107.03,
              35.57
            ],
            [
              -107.08,
              35.57
            ],
            [
              -107.09,
              35.58
            ],
            [
              -107.09,
              35.63
            ],
            [
              -107.07,
              35.65
            ]
          ]
        ]
      },
      "raw_probability": 0.0403,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "3f6c6421802caa37b51a89fc8e4f381070d4e96371f6f1ede16966eb4dac18fd",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0403,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "cfbaadb36fc88752bcc79ca5f3113c64693a997bb7621ef7fd200f214311dc40",
        "signature": {
          "alg": "ed25519",
          "sig": "94033695c8fc18ff33462707427f84100f3157655a5ddc896751073848a671e9fcc86ae540bb892b13ebadc0fef82c7ab236589ccbe1789fd9f9b1a093b0eb06"
        }
      },
      "receipt_sha256": "cfbaadb36fc88752bcc79ca5f3113c64693a997bb7621ef7fd200f214311dc40"
    },
    {
      "storm_id": "228713",
      "lat": 49.4433,
      "lon": -82.3911,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1066.0,
      "ebshear": 25.0,
      "srh01": 25.0,
      "maxllaz": 0.002,
      "mesh": 0.19,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 25.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.6259
        },
        {
          "name": "alignment",
          "value": 1.1023
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.04
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.6110457181930542,
        "torsion": 0.0,
        "alignment": 1.1022891998291016,
        "S_field": 0.2595491111278534,
        "Gamma_field": 0.3163188099861145,
        "S_over_Gamma": 0.820530116558075,
        "Da": 18.208925247192383,
        "E_coh": 0.7847171425819397,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -82.44,
              49.49
            ],
            [
              -82.43,
              49.48
            ],
            [
              -82.4,
              49.48
            ],
            [
              -82.39,
              49.49
            ],
            [
              -82.39,
              49.48
            ],
            [
              -82.36,
              49.45
            ],
            [
              -82.33,
              49.45
            ],
            [
              -82.32,
              49.44
            ],
            [
              -82.32,
              49.4
            ],
            [
              -82.31,
              49.38
            ],
            [
              -82.33,
              49.37
            ],
            [
              -82.39,
              49.37
            ],
            [
              -82.42,
              49.41
            ],
            [
              -82.41,
              49.43
            ],
            [
              -82.43,
              49.45
            ],
            [
              -82.45,
              49.44
            ],
            [
              -82.48,
              49.48
            ],
            [
              -82.44,
              49.49
            ]
          ]
        ]
      },
      "raw_probability": 0.04,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "62e8a630de23ba07e29647a6b9eeaf499d8da6e0888099f8742178996baceb9b",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.04,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ce19665c310ea18ddde08ec69938fa379960572b7d27fe10012b2b1d5481efd9",
        "signature": {
          "alg": "ed25519",
          "sig": "1ec485386f6865bcc90192fb0efa9714c3b196ef0487bc660ce79e9dac16607e92c90af43814681104a1ecd7b03862afbc57334f97993235a6b445299b029207"
        }
      },
      "receipt_sha256": "ce19665c310ea18ddde08ec69938fa379960572b7d27fe10012b2b1d5481efd9"
    },
    {
      "storm_id": "228697",
      "lat": 32.8391,
      "lon": -108.2907,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1065.0,
      "ebshear": 11.0,
      "srh01": 18.0,
      "maxllaz": 0.001,
      "mesh": 0.07,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 18.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.2509
        },
        {
          "name": "alignment",
          "value": 1.7782
        },
        {
          "name": "tau",
          "value": 0.8984
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0398
      },
      "coherence_score": 0.8983989953994751,
      "coherence_diagnostics": {
        "tau": 0.8983989953994751,
        "grad_tau": 0.0981074795126915,
        "torsion": 0.0,
        "alignment": 1.778225302696228,
        "S_field": 0.32997918128967285,
        "Gamma_field": 0.3554854393005371,
        "S_over_Gamma": 0.9282494783401489,
        "Da": 22.011980056762695,
        "E_coh": 0.8166594505310059,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -108.29,
              32.91
            ],
            [
              -108.28,
              32.91
            ],
            [
              -108.27,
              32.91
            ],
            [
              -108.26,
              32.91
            ],
            [
              -108.25,
              32.91
            ],
            [
              -108.24,
              32.9
            ],
            [
              -108.23,
              32.89
            ],
            [
              -108.23,
              32.88
            ],
            [
              -108.23,
              32.87
            ],
            [
              -108.22,
              32.86
            ],
            [
              -108.22,
              32.85
            ],
            [
              -108.22,
              32.84
            ],
            [
              -108.22,
              32.83
            ],
            [
              -108.23,
              32.82
            ],
            [
              -108.24,
              32.81
            ],
            [
              -108.25,
              32.8
            ],
            [
              -108.26,
              32.8
            ],
            [
              -108.27,
              32.8
            ],
            [
              -108.28,
              32.79
            ],
            [
              -108.29,
              32.79
            ],
            [
              -108.3,
              32.79
            ],
            [
              -108.31,
              32.79
            ],
            [
              -108.32,
              32.79
            ],
            [
              -108.33,
              32.79
            ],
            [
              -108.34,
              32.79
            ],
            [
              -108.35,
              32.78
            ],
            [
              -108.36,
              32.78
            ],
            [
              -108.36,
              32.79
            ],
            [
              -108.36,
              32.8
            ],
            [
              -108.35,
              32.79
            ],
            [
              -108.34,
              32.79
            ],
            [
              -108.33,
              32.8
            ],
            [
              -108.32,
              32.81
            ],
            [
              -108.32,
              32.82
            ],
            [
              -108.32,
              32.83
            ],
            [
              -108.32,
              32.84
            ],
            [
              -108.32,
              32.85
            ],
            [
              -108.32,
              32.86
            ],
            [
              -108.32,
              32.87
            ],
            [
              -108.31,
              32.88
            ],
            [
              -108.31,
              32.89
            ],
            [
              -108.31,
              32.9
            ],
            [
              -108.3,
              32.9
            ],
            [
              -108.29,
              32.91
            ]
          ]
        ]
      },
      "raw_probability": 0.0398,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "8c709b91d0df7260e67ffb60c05c7335a01751048ce85f4f00bc00c05b8ab012",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0398,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "385eea53e069b516bf4772d82daa54a9475a81844b6fd6e2cf86dfa7bd1c32b7",
        "signature": {
          "alg": "ed25519",
          "sig": "1f101a074f1420ce2b2ddda9bed5ed04cb6680be6970c7a7f383a228fcef4ca042e5375e259c76d60b7a40b5f59c25a9e3c978865df6202aba099c9030556d0d"
        }
      },
      "receipt_sha256": "385eea53e069b516bf4772d82daa54a9475a81844b6fd6e2cf86dfa7bd1c32b7"
    },
    {
      "storm_id": "228245",
      "lat": 37.621,
      "lon": -113.2885,
      "motion_east": 1.3,
      "motion_south": -1.0,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 973.0,
      "ebshear": 12.0,
      "srh01": 27.0,
      "maxllaz": 0.003,
      "mesh": 0.36,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 27.0
        },
        {
          "name": "hrrr_pwat",
          "value": 25.5009
        },
        {
          "name": "alignment",
          "value": 2.063
        },
        {
          "name": "tau",
          "value": 0.3519
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0397
      },
      "coherence_score": 0.3518603444099426,
      "coherence_diagnostics": {
        "tau": 0.3518603444099426,
        "grad_tau": 0.05729224160313606,
        "torsion": 0.0,
        "alignment": 2.062997341156006,
        "S_field": 0.1040765568614006,
        "Gamma_field": 0.6363187432289124,
        "S_over_Gamma": 0.1635604202747345,
        "Da": 40.39951705932617,
        "E_coh": 0.4683922827243805,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -113.22,
              37.73
            ],
            [
              -113.19,
              37.73
            ],
            [
              -113.17,
              37.71
            ],
            [
              -113.17,
              37.68
            ],
            [
              -113.21,
              37.64
            ],
            [
              -113.28,
              37.6
            ],
            [
              -113.28,
              37.57
            ],
            [
              -113.31,
              37.54
            ],
            [
              -113.31,
              37.53
            ],
            [
              -113.33,
              37.52
            ],
            [
              -113.37,
              37.52
            ],
            [
              -113.39,
              37.54
            ],
            [
              -113.38,
              37.55
            ],
            [
              -113.39,
              37.56
            ],
            [
              -113.39,
              37.59
            ],
            [
              -113.33,
              37.62
            ],
            [
              -113.29,
              37.66
            ],
            [
              -113.28,
              37.69
            ],
            [
              -113.26,
              37.71
            ],
            [
              -113.22,
              37.73
            ]
          ]
        ]
      },
      "raw_probability": 0.0397,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "ddf201ea3a03e59288ce704317c87f6f71454daa54e53d2b9a89967c2b39dde4",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0397,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0945f5fa95b6b907b02be6b47a6244da8c6eac8e579c4abeec021800f3fee5d4",
        "signature": {
          "alg": "ed25519",
          "sig": "5864c07865eabe7163b8066371c2e15033ca04c1fa49bebcd9e617139e591b224e657b997bfbb8765bc45b8e7be432866ca4488ce40806ec1bb9eaa0bac64a09"
        }
      },
      "receipt_sha256": "0945f5fa95b6b907b02be6b47a6244da8c6eac8e579c4abeec021800f3fee5d4"
    },
    {
      "storm_id": "227983",
      "lat": 35.9814,
      "lon": -107.79,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 478.0,
      "ebshear": 18.0,
      "srh01": 26.0,
      "maxllaz": 0.003,
      "mesh": 0.21,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 26.0
        },
        {
          "name": "hrrr_pwat",
          "value": 26.2509
        },
        {
          "name": "alignment",
          "value": 0.5638
        },
        {
          "name": "tau",
          "value": 0.5903
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0396
      },
      "coherence_score": 0.5902847647666931,
      "coherence_diagnostics": {
        "tau": 0.5902847647666931,
        "grad_tau": 0.11310292035341263,
        "torsion": 0.0,
        "alignment": 0.5637617111206055,
        "S_field": 0.14713738858699799,
        "Gamma_field": 0.47715210914611816,
        "S_over_Gamma": 0.3083657920360565,
        "Da": 28.134735107421875,
        "E_coh": 0.7310674786567688,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -107.87,
              36.04
            ],
            [
              -107.83,
              36.04
            ],
            [
              -107.81,
              36.03
            ],
            [
              -107.78,
              35.99
            ],
            [
              -107.73,
              35.99
            ],
            [
              -107.71,
              35.97
            ],
            [
              -107.71,
              35.94
            ],
            [
              -107.73,
              35.92
            ],
            [
              -107.76,
              35.92
            ],
            [
              -107.78,
              35.93
            ],
            [
              -107.8,
              35.97
            ],
            [
              -107.82,
              35.97
            ],
            [
              -107.86,
              35.99
            ],
            [
              -107.87,
              36.04
            ]
          ]
        ]
      },
      "raw_probability": 0.0396,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "a388074c13ede3339d88b27777c102a06553bc392833b11e287145ec0a611b44",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0396,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b88146b19d45c2ee533c7c2d5f0f338e617bc94bfa0094a8e8aa38cb07f47bcb",
        "signature": {
          "alg": "ed25519",
          "sig": "f0ce2223834a4456a367807ec1c0845be06043636b8c10c6be939412a0f343da97996240f0f7b2c083e6e50270be674bafa105cae48d72fa838b1ad95a436909"
        }
      },
      "receipt_sha256": "b88146b19d45c2ee533c7c2d5f0f338e617bc94bfa0094a8e8aa38cb07f47bcb"
    },
    {
      "storm_id": "228096",
      "lat": 36.967,
      "lon": -107.126,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 406.0,
      "ebshear": 13.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.22,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 27.8759
        },
        {
          "name": "alignment",
          "value": -0.0403
        },
        {
          "name": "tau",
          "value": 0.4768
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0394
      },
      "coherence_score": 0.47682344913482666,
      "coherence_diagnostics": {
        "tau": 0.47682344913482666,
        "grad_tau": 0.03395972400903702,
        "torsion": 0.0,
        "alignment": -0.04033258557319641,
        "S_field": 0.10566279292106628,
        "Gamma_field": 0.6038187742233276,
        "S_over_Gamma": 0.17499090731143951,
        "Da": 35.81827926635742,
        "E_coh": 0.3849356472492218,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -107.13,
              37.01
            ],
            [
              -107.1,
              37.01
            ],
            [
              -107.08,
              37.0
            ],
            [
              -107.08,
              36.94
            ],
            [
              -107.09,
              36.93
            ],
            [
              -107.14,
              36.93
            ],
            [
              -107.16,
              36.92
            ],
            [
              -107.18,
              36.96
            ],
            [
              -107.17,
              36.96
            ],
            [
              -107.13,
              37.01
            ]
          ]
        ]
      },
      "raw_probability": 0.0394,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "cb5adef2868c8cbd347ffe0458a43d7f02c994302a61e5af1e8b74bf048f9eae",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0394,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d36a72956a414f4ee7f8fd8a60db73a273e9be4a2fd3d5b03de148f931327b8a",
        "signature": {
          "alg": "ed25519",
          "sig": "7a0cc7c38559b5c1c32d343d7099f534a833a2df62545428658d7a570f53fdfdbe1e63f56d26fdd5ed6c6f6390e3dcb2e391253834ff5fc140089770f2044303"
        }
      },
      "receipt_sha256": "d36a72956a414f4ee7f8fd8a60db73a273e9be4a2fd3d5b03de148f931327b8a"
    },
    {
      "storm_id": "228439",
      "lat": 26.756,
      "lon": -102.017,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 610.0,
      "ebshear": 11.0,
      "srh01": 12.0,
      "maxllaz": 0.0,
      "mesh": 0.84,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 12.0
        },
        {
          "name": "hrrr_pwat",
          "value": 27.2509
        },
        {
          "name": "alignment",
          "value": 1.1907
        },
        {
          "name": "tau",
          "value": 0.6102
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0394
      },
      "coherence_score": 0.610194206237793,
      "coherence_diagnostics": {
        "tau": 0.610194206237793,
        "grad_tau": 0.18771740794181824,
        "torsion": 0.0,
        "alignment": 1.1906609535217285,
        "S_field": 0.39174696803092957,
        "Gamma_field": 0.45631879568099976,
        "S_over_Gamma": 0.8584940433502197,
        "Da": 28.553945541381836,
        "E_coh": 0.9415238499641418,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -102.04,
              26.79
            ],
            [
              -102.0,
              26.79
            ],
            [
              -102.0,
              26.78
            ],
            [
              -101.98,
              26.76
            ],
            [
              -101.98,
              26.73
            ],
            [
              -102.0,
              26.71
            ],
            [
              -102.03,
              26.71
            ],
            [
              -102.05,
              26.72
            ],
            [
              -102.05,
              26.78
            ],
            [
              -102.04,
              26.79
            ]
          ]
        ]
      },
      "raw_probability": 0.0394,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "cb5adef2868c8cbd347ffe0458a43d7f02c994302a61e5af1e8b74bf048f9eae",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0394,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d36a72956a414f4ee7f8fd8a60db73a273e9be4a2fd3d5b03de148f931327b8a",
        "signature": {
          "alg": "ed25519",
          "sig": "7a0cc7c38559b5c1c32d343d7099f534a833a2df62545428658d7a570f53fdfdbe1e63f56d26fdd5ed6c6f6390e3dcb2e391253834ff5fc140089770f2044303"
        }
      },
      "receipt_sha256": "d36a72956a414f4ee7f8fd8a60db73a273e9be4a2fd3d5b03de148f931327b8a"
    },
    {
      "storm_id": "228931",
      "lat": 41.205,
      "lon": -111.5875,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 344.0,
      "ebshear": 12.0,
      "srh01": 10.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 10.0
        },
        {
          "name": "hrrr_pwat",
          "value": 16.7509
        },
        {
          "name": "alignment",
          "value": 1.2778
        },
        {
          "name": "tau",
          "value": 0.2638
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0392
      },
      "coherence_score": 0.26383906602859497,
      "coherence_diagnostics": {
        "tau": 0.26383906602859497,
        "grad_tau": 0.045035477727651596,
        "torsion": 0.0,
        "alignment": 1.2778363227844238,
        "S_field": 0.07727541029453278,
        "Gamma_field": 0.6338188052177429,
        "S_over_Gamma": 0.12192034721374512,
        "Da": 37.53889083862305,
        "E_coh": 0.035096313804388046,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -111.61,
              41.23
            ],
            [
              -111.57,
              41.23
            ],
            [
              -111.55,
              41.22
            ],
            [
              -111.54,
              41.2
            ],
            [
              -111.58,
              41.15
            ],
            [
              -111.62,
              41.17
            ],
            [
              -111.62,
              41.21
            ],
            [
              -111.61,
              41.23
            ]
          ]
        ]
      },
      "raw_probability": 0.0392,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "be66b5aa5bec011717e1d6dc9525e76476ba3aaef060d76547b267c5891fc69f",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0392,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3e666e2fc06767661626fa9de4fcea24c6a207a0c4c57d63c88c7d89cc5298a0",
        "signature": {
          "alg": "ed25519",
          "sig": "74b3408a4d431cd6798c04fc90a85f1da13d203960374dcb4872d03855a892f77695f9120d17635d43e76806b79c4c57aa8c942f40ffa9b5d1bc5aa2c9f70b0d"
        }
      },
      "receipt_sha256": "3e666e2fc06767661626fa9de4fcea24c6a207a0c4c57d63c88c7d89cc5298a0"
    },
    {
      "storm_id": "228936",
      "lat": 37.372,
      "lon": -105.762,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 199.0,
      "ebshear": 14.0,
      "srh01": 12.0,
      "maxllaz": 0.001,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 12.0
        },
        {
          "name": "hrrr_pwat",
          "value": 23.8759
        },
        {
          "name": "alignment",
          "value": -0.067
        },
        {
          "name": "tau",
          "value": 0.5296
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0391
      },
      "coherence_score": 0.5296167135238647,
      "coherence_diagnostics": {
        "tau": 0.5296167135238647,
        "grad_tau": 0.08440134674310684,
        "torsion": 0.0,
        "alignment": -0.06700561195611954,
        "S_field": 0.16451947391033173,
        "Gamma_field": 0.4988187849521637,
        "S_over_Gamma": 0.32981812953948975,
        "Da": 29.125688552856445,
        "E_coh": 0.8077424764633179,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -105.77,
              37.41
            ],
            [
              -105.72,
              37.39
            ],
            [
              -105.71,
              37.37
            ],
            [
              -105.76,
              37.33
            ],
            [
              -105.77,
              37.33
            ],
            [
              -105.77,
              37.34
            ],
            [
              -105.79,
              37.36
            ],
            [
              -105.79,
              37.38
            ],
            [
              -105.77,
              37.4
            ],
            [
              -105.77,
              37.41
            ]
          ]
        ]
      },
      "raw_probability": 0.0391,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "e065b09cb26a52a10a637e6c1dc4593f80b91ba4751471dfe46a097adf9d7492",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0391,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "63d695d161bb4c428bf03f09136e19bdb89ad0766d030f6d45e796baa8115cdd",
        "signature": {
          "alg": "ed25519",
          "sig": "db7e7f4966e54557a6df31ae03ac0866a707098857ab039a48844e3c95212e4fea027bb148fd20c2c36d61de024c0cd53632579b66e8edee055f9dade5f74e06"
        }
      },
      "receipt_sha256": "63d695d161bb4c428bf03f09136e19bdb89ad0766d030f6d45e796baa8115cdd"
    },
    {
      "storm_id": "228984",
      "lat": 35.0042,
      "lon": -108.5125,
      "motion_east": 2.6,
      "motion_south": -4.0,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 606.0,
      "ebshear": 15.0,
      "srh01": 16.0,
      "maxllaz": 0.002,
      "mesh": 0.14,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 16.0
        },
        {
          "name": "hrrr_pwat",
          "value": 30.2509
        },
        {
          "name": "alignment",
          "value": -0.0709
        },
        {
          "name": "tau",
          "value": 0.9128
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0385
      },
      "coherence_score": 0.9128286838531494,
      "coherence_diagnostics": {
        "tau": 0.9128286838531494,
        "grad_tau": 0.199949711561203,
        "torsion": 0.0,
        "alignment": -0.07088720798492432,
        "S_field": 0.3513134717941284,
        "Gamma_field": 0.40298545360565186,
        "S_over_Gamma": 0.8717770576477051,
        "Da": 24.07795524597168,
        "E_coh": 0.9402252435684204,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -108.51,
              35.04
            ],
            [
              -108.49,
              35.02
            ],
            [
              -108.48,
              35.02
            ],
            [
              -108.47,
              35.0
            ],
            [
              -108.47,
              34.97
            ],
            [
              -108.49,
              34.95
            ],
            [
              -108.54,
              34.95
            ],
            [
              -108.56,
              34.98
            ],
            [
              -108.56,
              35.02
            ],
            [
              -108.55,
              35.03
            ],
            [
              -108.52,
              35.03
            ],
            [
              -108.51,
              35.04
            ]
          ]
        ]
      },
      "raw_probability": 0.0385,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "efe2d448eccac39d988c82b9d4bc6ff2f99b1320455037b8bb898a0adedc81a0",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0385,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5d7811d809cd2bc3cf05023d2c7b66d5aee38655e8d522bc3154d6ffb5d21922",
        "signature": {
          "alg": "ed25519",
          "sig": "3c192b52bbc43dbd064b35fba44985e92822d01851e35854a4cf044f1782d50bc0d346c9de8784d84f7321c76321206c10a2895c256dca1acaf8f3538218b20d"
        }
      },
      "receipt_sha256": "5d7811d809cd2bc3cf05023d2c7b66d5aee38655e8d522bc3154d6ffb5d21922"
    },
    {
      "storm_id": "227213",
      "lat": 34.498,
      "lon": -110.344,
      "motion_east": 2.3,
      "motion_south": -2.0,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 944.0,
      "ebshear": 7.0,
      "srh01": 19.0,
      "maxllaz": 0.002,
      "mesh": 0.1,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 19.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.2509
        },
        {
          "name": "alignment",
          "value": 1.6923
        },
        {
          "name": "tau",
          "value": 1.2263
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0382
      },
      "coherence_score": 1.226336121559143,
      "coherence_diagnostics": {
        "tau": 1.226336121559143,
        "grad_tau": 0.11579463630914688,
        "torsion": 0.0,
        "alignment": 1.6922632455825806,
        "S_field": 0.7840092778205872,
        "Gamma_field": 0.35215210914611816,
        "S_over_Gamma": 2.22633695602417,
        "Da": 21.302095413208008,
        "E_coh": 0.9455592036247253,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -110.34,
              34.55
            ],
            [
              -110.3,
              34.53
            ],
            [
              -110.3,
              34.5
            ],
            [
              -110.29,
              34.48
            ],
            [
              -110.32,
              34.45
            ],
            [
              -110.39,
              34.45
            ],
            [
              -110.39,
              34.47
            ],
            [
              -110.38,
              34.48
            ],
            [
              -110.39,
              34.52
            ],
            [
              -110.34,
              34.55
            ]
          ]
        ]
      },
      "raw_probability": 0.0382,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "2dff301be55b4867e90751c5fd752f60a8a31b7c1e678f6141a2909bfaedf912",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0382,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a2150b8d55bef619d219d4c929e0d762f9bedf05de71397c505a51ea5010ed76",
        "signature": {
          "alg": "ed25519",
          "sig": "ac0a96e01f639e9c9efed30a8491e8da12ad96f049aedbde8c0878d6b21707bc3ada3904ccb03a93b246e8cc68d791379cad75ab7c7ce63790c2581c7a86250f"
        }
      },
      "receipt_sha256": "a2150b8d55bef619d219d4c929e0d762f9bedf05de71397c505a51ea5010ed76"
    },
    {
      "storm_id": "228727",
      "lat": 42.2556,
      "lon": -113.0111,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 769.0,
      "ebshear": 17.0,
      "srh01": 24.0,
      "maxllaz": 0.002,
      "mesh": 0.16,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 24.0
        },
        {
          "name": "hrrr_pwat",
          "value": 12.1259
        },
        {
          "name": "alignment",
          "value": -0.5704
        },
        {
          "name": "tau",
          "value": 0.2173
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.038
      },
      "coherence_score": 0.2172689139842987,
      "coherence_diagnostics": {
        "tau": 0.2172689139842987,
        "grad_tau": 0.022528650239109993,
        "torsion": 0.0,
        "alignment": -0.5704421997070312,
        "S_field": 0.05298365280032158,
        "Gamma_field": 0.5663187503814697,
        "S_over_Gamma": 0.09355800598859787,
        "Da": 33.39435577392578,
        "E_coh": 0.40040111541748047,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -113.03,
              42.29
            ],
            [
              -112.99,
              42.29
            ],
            [
              -112.97,
              42.28
            ],
            [
              -112.97,
              42.23
            ],
            [
              -112.99,
              42.21
            ],
            [
              -113.03,
              42.21
            ],
            [
              -113.05,
              42.22
            ],
            [
              -113.04,
              42.28
            ],
            [
              -113.03,
              42.29
            ]
          ]
        ]
      },
      "raw_probability": 0.038,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "ec2d6db6712a9ec506c8fe9efd4c61253421d769f6e55f648faa689ef4434997",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.038,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0f293df319df257b8e85480d28628062b481b6465587664bc223236df81cb0a8",
        "signature": {
          "alg": "ed25519",
          "sig": "ab1a6aa9db379b3576b0a51b31dc82a92bbb717a8de4972d5b14cb6636fd77d77d9c3932955b96eefb25852ce0da58e0f823e19b9c2feae49979ea1fa985db06"
        }
      },
      "receipt_sha256": "0f293df319df257b8e85480d28628062b481b6465587664bc223236df81cb0a8"
    },
    {
      "storm_id": "228741",
      "lat": 36.4089,
      "lon": -107.48,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 409.0,
      "ebshear": 18.0,
      "srh01": 4.0,
      "maxllaz": 0.002,
      "mesh": 0.26,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 4.0
        },
        {
          "name": "hrrr_pwat",
          "value": 26.2509
        },
        {
          "name": "alignment",
          "value": 0.5638
        },
        {
          "name": "tau",
          "value": 0.5903
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.038
      },
      "coherence_score": 0.5902847647666931,
      "coherence_diagnostics": {
        "tau": 0.5902847647666931,
        "grad_tau": 0.11310292035341263,
        "torsion": 0.0,
        "alignment": 0.5637617111206055,
        "S_field": 0.14713738858699799,
        "Gamma_field": 0.47715210914611816,
        "S_over_Gamma": 0.3083657920360565,
        "Da": 28.134735107421875,
        "E_coh": 0.7310674786567688,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -107.47,
              36.44
            ],
            [
              -107.43,
              36.44
            ],
            [
              -107.44,
              36.38
            ],
            [
              -107.48,
              36.36
            ],
            [
              -107.53,
              36.36
            ],
            [
              -107.51,
              36.4
            ],
            [
              -107.51,
              36.43
            ],
            [
              -107.48,
              36.43
            ],
            [
              -107.47,
              36.44
            ]
          ]
        ]
      },
      "raw_probability": 0.038,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "ec2d6db6712a9ec506c8fe9efd4c61253421d769f6e55f648faa689ef4434997",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.038,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0f293df319df257b8e85480d28628062b481b6465587664bc223236df81cb0a8",
        "signature": {
          "alg": "ed25519",
          "sig": "ab1a6aa9db379b3576b0a51b31dc82a92bbb717a8de4972d5b14cb6636fd77d77d9c3932955b96eefb25852ce0da58e0f823e19b9c2feae49979ea1fa985db06"
        }
      },
      "receipt_sha256": "0f293df319df257b8e85480d28628062b481b6465587664bc223236df81cb0a8"
    },
    {
      "storm_id": "228694",
      "lat": 34.1056,
      "lon": -111.2444,
      "motion_east": 1.6,
      "motion_south": 1.2,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1517.0,
      "ebshear": 11.0,
      "srh01": 14.0,
      "maxllaz": 0.003,
      "mesh": 0.57,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 14.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.7509
        },
        {
          "name": "alignment",
          "value": -0.6605
        },
        {
          "name": "tau",
          "value": 1.241
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0378
      },
      "coherence_score": 1.2409672737121582,
      "coherence_diagnostics": {
        "tau": 1.2409672737121582,
        "grad_tau": 0.12014642357826233,
        "torsion": 0.0,
        "alignment": -0.6604583263397217,
        "S_field": 0.6468819379806519,
        "Gamma_field": 0.5929854512214661,
        "S_over_Gamma": 1.0908900499343872,
        "Da": 37.53792190551758,
        "E_coh": 0.9862185716629028,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -111.25,
              34.14
            ],
            [
              -111.23,
              34.14
            ],
            [
              -111.22,
              34.13
            ],
            [
              -111.2,
              34.08
            ],
            [
              -111.22,
              34.07
            ],
            [
              -111.27,
              34.07
            ],
            [
              -111.28,
              34.08
            ],
            [
              -111.28,
              34.1
            ],
            [
              -111.25,
              34.14
            ]
          ]
        ]
      },
      "raw_probability": 0.0378,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "eb5bbf02c64aa391b8ffdc9b1b52ccd9e417c3d4d990161b6b8e92922ba3b337",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0378,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3e3b5fae8ca16fdf70411ccf1c31d20d6182bfec4732f8b37dbc35904853c981",
        "signature": {
          "alg": "ed25519",
          "sig": "2e3e39959ba5eabb190d73a580eaed4fffad1e0610b4eb850485c19e3d985d882203c4bb83f13a75b1a466a637b03191aadfef24287614b4486d3f1af5820f07"
        }
      },
      "receipt_sha256": "3e3b5fae8ca16fdf70411ccf1c31d20d6182bfec4732f8b37dbc35904853c981"
    },
    {
      "storm_id": "228709",
      "lat": 50.1156,
      "lon": -111.8778,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 271.0,
      "ebshear": 16.0,
      "srh01": 0.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 15.6259
        },
        {
          "name": "alignment",
          "value": 1.9148
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0377
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.2596324384212494,
        "torsion": 0.0,
        "alignment": 1.9147891998291016,
        "S_field": 0.07196895033121109,
        "Gamma_field": 0.3621521294116974,
        "S_over_Gamma": 0.19872574508190155,
        "Da": 22.077220916748047,
        "E_coh": 0.30374497175216675,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -111.91,
              50.16
            ],
            [
              -111.87,
              50.16
            ],
            [
              -111.82,
              50.12
            ],
            [
              -111.82,
              50.08
            ],
            [
              -111.83,
              50.06
            ],
            [
              -111.88,
              50.06
            ],
            [
              -111.93,
              50.1
            ],
            [
              -111.93,
              50.14
            ],
            [
              -111.91,
              50.16
            ]
          ]
        ]
      },
      "raw_probability": 0.0377,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "23613056c3f7757920d49dd1da83b412f4f4c3b36b23a0b25355c7077f55e964",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0377,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7e163e868aeb94e1fa2c5c2f66c9e3a6e54ebdc495fab843f3c698518c001452",
        "signature": {
          "alg": "ed25519",
          "sig": "2181f7a5bed76f03598114d581b37290299c1bb9a106ea706faae68a9fafd915e25498be6439749cd9e818e53b237b97ee53790f5a821f5a88bf631d059ea506"
        }
      },
      "receipt_sha256": "7e163e868aeb94e1fa2c5c2f66c9e3a6e54ebdc495fab843f3c698518c001452"
    },
    {
      "storm_id": "228914",
      "lat": 50.1089,
      "lon": -112.2444,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 166.0,
      "ebshear": 10.0,
      "srh01": 0.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 15.6259
        },
        {
          "name": "alignment",
          "value": 1.9148
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0377
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.2596324384212494,
        "torsion": 0.0,
        "alignment": 1.9147891998291016,
        "S_field": 0.07196895033121109,
        "Gamma_field": 0.3621521294116974,
        "S_over_Gamma": 0.19872574508190155,
        "Da": 22.077220916748047,
        "E_coh": 0.30374497175216675,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -112.25,
              50.14
            ],
            [
              -112.22,
              50.14
            ],
            [
              -112.21,
              50.13
            ],
            [
              -112.21,
              50.08
            ],
            [
              -112.23,
              50.07
            ],
            [
              -112.27,
              50.07
            ],
            [
              -112.28,
              50.09
            ],
            [
              -112.28,
              50.12
            ],
            [
              -112.25,
              50.14
            ]
          ]
        ]
      },
      "raw_probability": 0.0377,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "23613056c3f7757920d49dd1da83b412f4f4c3b36b23a0b25355c7077f55e964",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0377,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7e163e868aeb94e1fa2c5c2f66c9e3a6e54ebdc495fab843f3c698518c001452",
        "signature": {
          "alg": "ed25519",
          "sig": "2181f7a5bed76f03598114d581b37290299c1bb9a106ea706faae68a9fafd915e25498be6439749cd9e818e53b237b97ee53790f5a821f5a88bf631d059ea506"
        }
      },
      "receipt_sha256": "7e163e868aeb94e1fa2c5c2f66c9e3a6e54ebdc495fab843f3c698518c001452"
    },
    {
      "storm_id": "228902",
      "lat": 34.9592,
      "lon": -107.2575,
      "motion_east": 6.3,
      "motion_south": 1.9,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 663.0,
      "ebshear": 18.0,
      "srh01": 18.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 18.0
        },
        {
          "name": "hrrr_pwat",
          "value": 25.7509
        },
        {
          "name": "alignment",
          "value": 0.5743
        },
        {
          "name": "tau",
          "value": 0.7716
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0364
      },
      "coherence_score": 0.7715538740158081,
      "coherence_diagnostics": {
        "tau": 0.7715538740158081,
        "grad_tau": 0.16062162816524506,
        "torsion": 0.0,
        "alignment": 0.5743355751037598,
        "S_field": 0.16986387968063354,
        "Gamma_field": 0.37465211749076843,
        "S_over_Gamma": 0.4533909559249878,
        "Da": 22.71663475036621,
        "E_coh": 0.7931103706359863,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -107.27,
              35.0
            ],
            [
              -107.23,
              34.99
            ],
            [
              -107.22,
              34.97
            ],
            [
              -107.23,
              34.96
            ],
            [
              -107.23,
              34.93
            ],
            [
              -107.25,
              34.93
            ],
            [
              -107.26,
              34.92
            ],
            [
              -107.28,
              34.92
            ],
            [
              -107.29,
              34.93
            ],
            [
              -107.29,
              34.97
            ],
            [
              -107.27,
              34.99
            ],
            [
              -107.27,
              35.0
            ]
          ]
        ]
      },
      "raw_probability": 0.0364,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "6a87339ac493c93560f84ad717c1f24e5cfa6e6eb1565b3c1580ea5f06e997b2",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0364,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "bdef35be5301a280b09fe8044fd65ac23df53e8278b6aa225dc686b93c375815",
        "signature": {
          "alg": "ed25519",
          "sig": "5a445616189826f260e278068280711fb14aaec905a605713f28967bc2eba5c2399ac0b6ae4ef0ba15e32d11fdfcbd8d9c716edb8a19ccc47857fabaf871ee0a"
        }
      },
      "receipt_sha256": "bdef35be5301a280b09fe8044fd65ac23df53e8278b6aa225dc686b93c375815"
    },
    {
      "storm_id": "228746",
      "lat": 35.0373,
      "lon": -108.2296,
      "motion_east": 1.8,
      "motion_south": -5.0,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 631.0,
      "ebshear": 14.0,
      "srh01": 11.0,
      "maxllaz": 0.004,
      "mesh": 0.22,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 11.0
        },
        {
          "name": "hrrr_pwat",
          "value": 30.2509
        },
        {
          "name": "alignment",
          "value": -0.0709
        },
        {
          "name": "tau",
          "value": 0.9128
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0354
      },
      "coherence_score": 0.9128286838531494,
      "coherence_diagnostics": {
        "tau": 0.9128286838531494,
        "grad_tau": 0.199949711561203,
        "torsion": 0.0,
        "alignment": -0.07088720798492432,
        "S_field": 0.3513134717941284,
        "Gamma_field": 0.40298545360565186,
        "S_over_Gamma": 0.8717770576477051,
        "Da": 24.07795524597168,
        "E_coh": 0.9402252435684204,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -108.15,
              35.12
            ],
            [
              -108.11,
              35.12
            ],
            [
              -108.07,
              35.09
            ],
            [
              -108.07,
              35.05
            ],
            [
              -108.1,
              35.02
            ],
            [
              -108.15,
              35.02
            ],
            [
              -108.17,
              35.0
            ],
            [
              -108.19,
              35.0
            ],
            [
              -108.2,
              34.99
            ],
            [
              -108.22,
              34.99
            ],
            [
              -108.23,
              35.0
            ],
            [
              -108.24,
              34.99
            ],
            [
              -108.26,
              34.99
            ],
            [
              -108.27,
              35.0
            ],
            [
              -108.32,
              34.97
            ],
            [
              -108.38,
              34.97
            ],
            [
              -108.39,
              34.98
            ],
            [
              -108.4,
              35.0
            ],
            [
              -108.4,
              35.04
            ],
            [
              -108.38,
              35.06
            ],
            [
              -108.34,
              35.08
            ],
            [
              -108.23,
              35.08
            ],
            [
              -108.21,
              35.07
            ],
            [
              -108.18,
              35.11
            ],
            [
              -108.16,
              35.11
            ],
            [
              -108.15,
              35.12
            ]
          ]
        ]
      },
      "raw_probability": 0.0354,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "1694dedd03cab3666c6028ac3c8936f3ef24e253c547bcb2b33da777ad6d9b16",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0354,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "50ae91c051c6aaf0a6e39e2700f7c6fc1e0969155692eebe16cae47e398c7194",
        "signature": {
          "alg": "ed25519",
          "sig": "85fa55fa7736ce8c4494cac73625540c9f87e96a944e353a6dfb132d085882c28966c723921b85f2669425c141fc2bfe7ecf4a7fbef3bf11dc2dd1ef7d753f0a"
        }
      },
      "receipt_sha256": "50ae91c051c6aaf0a6e39e2700f7c6fc1e0969155692eebe16cae47e398c7194"
    },
    {
      "storm_id": "228526",
      "lat": 35.041,
      "lon": -110.772,
      "motion_east": 1.5,
      "motion_south": -3.0,
      "valid_time": "20260812_223042 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1678.0,
      "ebshear": 22.0,
      "srh01": 25.0,
      "maxllaz": 0.004,
      "mesh": 0.22,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 25.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.2509
        },
        {
          "name": "alignment",
          "value": 1.6923
        },
        {
          "name": "tau",
          "value": 1.2263
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0338
      },
      "coherence_score": 1.226336121559143,
      "coherence_diagnostics": {
        "tau": 1.226336121559143,
        "grad_tau": 0.11579463630914688,
        "torsion": 0.0,
        "alignment": 1.6922632455825806,
        "S_field": 0.7840092778205872,
        "Gamma_field": 0.35215210914611816,
        "S_over_Gamma": 2.22633695602417,
        "Da": 21.302095413208008,
        "E_coh": 0.9455592036247253,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -110.77,
              35.08
            ],
            [
              -110.74,
              35.08
            ],
            [
              -110.73,
              35.07
            ],
            [
              -110.73,
              35.02
            ],
            [
              -110.76,
              34.99
            ],
            [
              -110.8,
              34.99
            ],
            [
              -110.81,
              35.0
            ],
            [
              -110.81,
              35.04
            ],
            [
              -110.8,
              35.06
            ],
            [
              -110.77,
              35.08
            ]
          ]
        ]
      },
      "raw_probability": 0.0338,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "7bee99bd0f668a3a20cef6b376495ad7c647a03f8c45516072fcb753eebf74e2",
        "input_sha256": "789f4283c63b53b3b8cca326343ec9c4522eddc3349f51b08af4e7ffd2c9ca83",
        "issued_at": "2026-08-12T22:35:59Z",
        "raw_probability": 0.0338,
        "probability": 0.000736,
        "confidence_lo": 0.000721,
        "confidence_hi": 0.000736,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d5ef62fa852b26a79cba51d15976b52693652d525f7ba39d256a93840c57e3fc",
        "signature": {
          "alg": "ed25519",
          "sig": "5f9eda36e453b847b11634611208b441bc9495539075af16c0361a83afb8488baf7658547b07721890903d27e985107b64c117e816327de10c7274324cbd3007"
        }
      },
      "receipt_sha256": "d5ef62fa852b26a79cba51d15976b52693652d525f7ba39d256a93840c57e3fc"
    }
  ]
}