{
  "forecast_id": "to_fcst_20260813_0407",
  "hazard": "tornado",
  "issued_at": "2026-08-13T04:07:38Z",
  "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": 147,
  "top_probability": 0.0179,
  "source_artifacts": [
    "/data/live-tornadoes.json",
    "/data/tornado-storms.geojson"
  ],
  "storms": [
    {
      "storm_id": "232597",
      "lat": 38.3733,
      "lon": -89.8289,
      "motion_east": 6.0,
      "motion_south": 1.6,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0179,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1957.0,
      "ebshear": 41.0,
      "srh01": 58.0,
      "maxllaz": 0.002,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 58.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.7302
        },
        {
          "name": "alignment",
          "value": -4.2531
        },
        {
          "name": "tau",
          "value": 1.9175
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.7053
      },
      "coherence_score": 1.9174714088439941,
      "coherence_diagnostics": {
        "tau": 1.9174714088439941,
        "grad_tau": 0.5520609617233276,
        "torsion": 0.0,
        "alignment": -4.253146171569824,
        "S_field": 1.2756788730621338,
        "Gamma_field": 0.6240934133529663,
        "S_over_Gamma": 2.044051170349121,
        "Da": 39.04623794555664,
        "E_coh": 0.7808423638343811,
        "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": [
          [
            [
              -89.85,
              38.42
            ],
            [
              -89.79,
              38.42
            ],
            [
              -89.77,
              38.41
            ],
            [
              -89.76,
              38.36
            ],
            [
              -89.81,
              38.32
            ],
            [
              -89.87,
              38.32
            ],
            [
              -89.88,
              38.33
            ],
            [
              -89.88,
              38.36
            ],
            [
              -89.85,
              38.42
            ]
          ]
        ]
      },
      "raw_probability": 0.7053,
      "confidence_lo": 0.0174,
      "confidence_hi": 0.0179,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "e37c0b668682ee0cb89b1c5f518f4d944e24d90e23b96e858908f9411482fa59",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.7053,
        "probability": 0.017883,
        "confidence_lo": 0.017408,
        "confidence_hi": 0.017892,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "91aa9976bae911cd4a1bbb6ca5bb97f67c51a2bd187da63a8d124bf7113edce5",
        "signature": {
          "alg": "ed25519",
          "sig": "0c3b8b5af4d9e879264c67d527541d1283a2ba39174353e5bbeac659508e711cf33f06f8058aa3322987e31d8a811c1ce588a7073b11469dbcfd65623a1ace02"
        }
      },
      "receipt_sha256": "91aa9976bae911cd4a1bbb6ca5bb97f67c51a2bd187da63a8d124bf7113edce5"
    },
    {
      "storm_id": "233214",
      "lat": 45.0633,
      "lon": -74.9467,
      "motion_east": 7.7,
      "motion_south": 6.8,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0179,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1103.0,
      "ebshear": 42.0,
      "srh01": 56.0,
      "maxllaz": 0.004,
      "mesh": 0.16,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 56.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.8552
        },
        {
          "name": "alignment",
          "value": -6.6896
        },
        {
          "name": "tau",
          "value": 1.3449
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6868
      },
      "coherence_score": 1.3448864221572876,
      "coherence_diagnostics": {
        "tau": 1.3448864221572876,
        "grad_tau": 0.19845107197761536,
        "torsion": 0.0,
        "alignment": -6.689617156982422,
        "S_field": 0.6860234141349792,
        "Gamma_field": 0.23576009273529053,
        "S_over_Gamma": 2.909836769104004,
        "Da": 14.1350736618042,
        "E_coh": 0.5955673456192017,
        "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": [
          [
            [
              -74.96,
              45.2
            ],
            [
              -74.92,
              45.2
            ],
            [
              -74.87,
              45.15
            ],
            [
              -74.87,
              45.12
            ],
            [
              -74.84,
              45.08
            ],
            [
              -74.84,
              45.04
            ],
            [
              -74.82,
              45.0
            ],
            [
              -74.82,
              44.99
            ],
            [
              -74.84,
              44.97
            ],
            [
              -74.88,
              44.97
            ],
            [
              -74.92,
              45.01
            ],
            [
              -74.95,
              45.01
            ],
            [
              -74.97,
              44.99
            ],
            [
              -74.99,
              44.99
            ],
            [
              -75.0,
              44.98
            ],
            [
              -75.06,
              44.98
            ],
            [
              -75.07,
              44.99
            ],
            [
              -75.07,
              45.03
            ],
            [
              -75.05,
              45.05
            ],
            [
              -75.02,
              45.06
            ],
            [
              -75.0,
              45.08
            ],
            [
              -74.98,
              45.08
            ],
            [
              -74.96,
              45.1
            ],
            [
              -74.96,
              45.12
            ],
            [
              -74.97,
              45.13
            ],
            [
              -74.97,
              45.19
            ],
            [
              -74.96,
              45.2
            ]
          ]
        ]
      },
      "raw_probability": 0.6868,
      "confidence_lo": 0.0174,
      "confidence_hi": 0.0179,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "70f1e7b4335afdd0e4de86165597964de4cbf9c5ccadd92a9c15951ac38f4aca",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.6868,
        "probability": 0.017883,
        "confidence_lo": 0.017408,
        "confidence_hi": 0.017892,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6a08c79f067b6bc3770693eb844bb1deec4cef273bd2d7f387699868df3d312e",
        "signature": {
          "alg": "ed25519",
          "sig": "4b98a40d9d81164a0d52349865dfcc19bf8cc0800ec2092db138291e7ed4ee32cd63746f0b584772835a67c3965cdc154dc6727ae31732b0fb92dd6525d8fb0e"
        }
      },
      "receipt_sha256": "6a08c79f067b6bc3770693eb844bb1deec4cef273bd2d7f387699868df3d312e"
    },
    {
      "storm_id": "232740",
      "lat": 44.7406,
      "lon": -75.0517,
      "motion_east": 7.9,
      "motion_south": 6.3,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0134,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1055.0,
      "ebshear": 43.0,
      "srh01": 107.0,
      "maxllaz": 0.004,
      "mesh": 0.2,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 107.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.8552
        },
        {
          "name": "alignment",
          "value": -6.6896
        },
        {
          "name": "tau",
          "value": 1.3449
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.641
      },
      "coherence_score": 1.3448864221572876,
      "coherence_diagnostics": {
        "tau": 1.3448864221572876,
        "grad_tau": 0.19845107197761536,
        "torsion": 0.0,
        "alignment": -6.689617156982422,
        "S_field": 0.6860234141349792,
        "Gamma_field": 0.23576009273529053,
        "S_over_Gamma": 2.909836769104004,
        "Da": 14.1350736618042,
        "E_coh": 0.5955673456192017,
        "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": [
          [
            [
              -75.15,
              44.85
            ],
            [
              -75.09,
              44.84
            ],
            [
              -75.01,
              44.74
            ],
            [
              -74.99,
              44.74
            ],
            [
              -74.93,
              44.71
            ],
            [
              -74.92,
              44.7
            ],
            [
              -74.92,
              44.67
            ],
            [
              -74.94,
              44.65
            ],
            [
              -74.99,
              44.65
            ],
            [
              -75.01,
              44.67
            ],
            [
              -75.01,
              44.69
            ],
            [
              -75.03,
              44.71
            ],
            [
              -75.12,
              44.71
            ],
            [
              -75.14,
              44.72
            ],
            [
              -75.18,
              44.77
            ],
            [
              -75.18,
              44.82
            ],
            [
              -75.17,
              44.84
            ],
            [
              -75.15,
              44.85
            ]
          ]
        ]
      },
      "raw_probability": 0.641,
      "confidence_lo": 0.0111,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "17d688f24d92c87373d6f7ce890dd6dc852a293972b0c73fcf1c867f14622247",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.641,
        "probability": 0.013436,
        "confidence_lo": 0.011094,
        "confidence_hi": 0.013468,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "eeb9e925b996336c3291610e85776f84a9aee6be98b51207fedb2682c2bce7de",
        "signature": {
          "alg": "ed25519",
          "sig": "7d6dc285977928d4a4bb0257155c3c822a1ed75cff9f7da8d1987734cc1968b5e669c728ca297be714d1fe533910a0eada9f4639279cfa3514dd4de0e05f4f02"
        }
      },
      "receipt_sha256": "eeb9e925b996336c3291610e85776f84a9aee6be98b51207fedb2682c2bce7de"
    },
    {
      "storm_id": "233297",
      "lat": 38.667,
      "lon": -90.935,
      "motion_east": 6.0,
      "motion_south": 1.6,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0112,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 601.0,
      "ebshear": 32.0,
      "srh01": 153.0,
      "maxllaz": 0.003,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 153.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.4802
        },
        {
          "name": "alignment",
          "value": 0.953
        },
        {
          "name": "tau",
          "value": 2.2385
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5941
      },
      "coherence_score": 2.2384893894195557,
      "coherence_diagnostics": {
        "tau": 2.2384893894195557,
        "grad_tau": 0.2545451521873474,
        "torsion": 0.0,
        "alignment": 0.9530255794525146,
        "S_field": 1.8030190467834473,
        "Gamma_field": 0.3582601249217987,
        "S_over_Gamma": 5.032709121704102,
        "Da": 22.112812042236328,
        "E_coh": 0.9156610369682312,
        "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": [
          [
            [
              -90.99,
              38.7
            ],
            [
              -90.87,
              38.7
            ],
            [
              -90.87,
              38.68
            ],
            [
              -90.9,
              38.66
            ],
            [
              -90.9,
              38.64
            ],
            [
              -90.91,
              38.63
            ],
            [
              -90.98,
              38.63
            ],
            [
              -90.98,
              38.66
            ],
            [
              -90.96,
              38.67
            ],
            [
              -90.99,
              38.7
            ]
          ]
        ]
      },
      "raw_probability": 0.5941,
      "confidence_lo": 0.0101,
      "confidence_hi": 0.0112,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "c7956308f51fb0d0040e51f1492055986847d7f701b8f7d222f41aabc920615d",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.5941,
        "probability": 0.011194,
        "confidence_lo": 0.010072,
        "confidence_hi": 0.011207,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2fcc120858ce7abe992766c754fc2b48556b8eced51fa8afe5fca9721e9b2889",
        "signature": {
          "alg": "ed25519",
          "sig": "d48792581de6b8329af1f89adc8076c9396b91f11c07de206c7c0bf86d8f8b21a7412e1b15603b02cf8839eeb980412afb16bb42c7bb90f04d323843067d4302"
        }
      },
      "receipt_sha256": "2fcc120858ce7abe992766c754fc2b48556b8eced51fa8afe5fca9721e9b2889"
    },
    {
      "storm_id": "232988",
      "lat": 38.85,
      "lon": -85.5341,
      "motion_east": 6.6,
      "motion_south": 6.6,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0112,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 309.0,
      "ebshear": 39.0,
      "srh01": 145.0,
      "maxllaz": 0.003,
      "mesh": 0.46,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 145.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.6052
        },
        {
          "name": "alignment",
          "value": -5.6967
        },
        {
          "name": "tau",
          "value": 1.2216
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5913
      },
      "coherence_score": 1.2215981483459473,
      "coherence_diagnostics": {
        "tau": 1.2215981483459473,
        "grad_tau": 0.24944642186164856,
        "torsion": 0.0,
        "alignment": -5.6966681480407715,
        "S_field": 0.6352014541625977,
        "Gamma_field": 0.3882601261138916,
        "S_over_Gamma": 1.636020302772522,
        "Da": 23.82225227355957,
        "E_coh": 0.6162093877792358,
        "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": [
          [
            [
              -85.61,
              38.89
            ],
            [
              -85.57,
              38.89
            ],
            [
              -85.56,
              38.88
            ],
            [
              -85.55,
              38.89
            ],
            [
              -85.54,
              38.88
            ],
            [
              -85.49,
              38.89
            ],
            [
              -85.47,
              38.88
            ],
            [
              -85.47,
              38.85
            ],
            [
              -85.46,
              38.84
            ],
            [
              -85.47,
              38.83
            ],
            [
              -85.46,
              38.82
            ],
            [
              -85.46,
              38.79
            ],
            [
              -85.5,
              38.77
            ],
            [
              -85.6,
              38.77
            ],
            [
              -85.63,
              38.81
            ],
            [
              -85.63,
              38.88
            ],
            [
              -85.61,
              38.89
            ]
          ]
        ]
      },
      "raw_probability": 0.5913,
      "confidence_lo": 0.0101,
      "confidence_hi": 0.0112,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "2e54a2f57d119ccdf3b970b9a4e4ef8db781596317252b0b5e60fb8aaf516e17",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.5913,
        "probability": 0.011194,
        "confidence_lo": 0.010072,
        "confidence_hi": 0.011207,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "560e76671c80d6d590198fda3397b0610cd6bdaba14ae9fe78b3f8d6bc625004",
        "signature": {
          "alg": "ed25519",
          "sig": "9b6f8ea89c3b8e482ab4ab97a4c909062113c2ed77a73ac7f199443fbbc71e529408c699e8b51b3aa9de538cc49da7fe28c291796a62a1619e4bf3b3014fa802"
        }
      },
      "receipt_sha256": "560e76671c80d6d590198fda3397b0610cd6bdaba14ae9fe78b3f8d6bc625004"
    },
    {
      "storm_id": "232447",
      "lat": 36.7803,
      "lon": -82.6739,
      "motion_east": 7.0,
      "motion_south": 7.1,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0108,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1153.0,
      "ebshear": 39.0,
      "srh01": 48.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 48.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.1052
        },
        {
          "name": "alignment",
          "value": -7.4047
        },
        {
          "name": "tau",
          "value": 1.4531
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5837
      },
      "coherence_score": 1.4530656337738037,
      "coherence_diagnostics": {
        "tau": 1.4530656337738037,
        "grad_tau": 0.8221266865730286,
        "torsion": 8.546758856198267e-09,
        "alignment": -7.404654502868652,
        "S_field": 0.3418939411640167,
        "Gamma_field": 1.0290933847427368,
        "S_over_Gamma": 0.33222830295562744,
        "Da": 62.004425048828125,
        "E_coh": 0.42914459109306335,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "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": 4,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -82.71,
              36.89
            ],
            [
              -82.68,
              36.89
            ],
            [
              -82.67,
              36.88
            ],
            [
              -82.64,
              36.88
            ],
            [
              -82.62,
              36.86
            ],
            [
              -82.59,
              36.86
            ],
            [
              -82.57,
              36.85
            ],
            [
              -82.55,
              36.82
            ],
            [
              -82.55,
              36.77
            ],
            [
              -82.56,
              36.75
            ],
            [
              -82.57,
              36.76
            ],
            [
              -82.58,
              36.75
            ],
            [
              -82.64,
              36.75
            ],
            [
              -82.65,
              36.74
            ],
            [
              -82.64,
              36.72
            ],
            [
              -82.65,
              36.71
            ],
            [
              -82.64,
              36.7
            ],
            [
              -82.66,
              36.68
            ],
            [
              -82.65,
              36.67
            ],
            [
              -82.65,
              36.65
            ],
            [
              -82.7,
              36.65
            ],
            [
              -82.72,
              36.67
            ],
            [
              -82.72,
              36.68
            ],
            [
              -82.77,
              36.72
            ],
            [
              -82.77,
              36.73
            ],
            [
              -82.8,
              36.77
            ],
            [
              -82.79,
              36.79
            ],
            [
              -82.79,
              36.82
            ],
            [
              -82.77,
              36.84
            ],
            [
              -82.77,
              36.85
            ],
            [
              -82.74,
              36.88
            ],
            [
              -82.72,
              36.88
            ],
            [
              -82.71,
              36.89
            ]
          ]
        ]
      },
      "raw_probability": 0.5837,
      "confidence_lo": 0.0087,
      "confidence_hi": 0.0108,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "02daa33ca97f77b86968fa63f29e914d76b5795cdb6fcc86e3cd55e542d6b91a",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.5837,
        "probability": 0.010756,
        "confidence_lo": 0.008681,
        "confidence_hi": 0.010778,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d680d96e96830d82e680674f2d319afcb0a9f1a88ca6dabd7ce260fa34f75433",
        "signature": {
          "alg": "ed25519",
          "sig": "9c099915ad09dc950c5e2a5f1c2a4b86d194899de23009fffb89cd94e4a8702abc08a4a63fc88bd247f437face26c0d66e64625f2f55745674a570de41602c0b"
        }
      },
      "receipt_sha256": "d680d96e96830d82e680674f2d319afcb0a9f1a88ca6dabd7ce260fa34f75433"
    },
    {
      "storm_id": "233251",
      "lat": 36.5433,
      "lon": -82.1867,
      "motion_east": 6.0,
      "motion_south": 1.8,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0062,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1345.0,
      "ebshear": 33.0,
      "srh01": 52.0,
      "maxllaz": 0.002,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 52.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.1052
        },
        {
          "name": "alignment",
          "value": -7.4047
        },
        {
          "name": "tau",
          "value": 1.4531
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5492
      },
      "coherence_score": 1.4530656337738037,
      "coherence_diagnostics": {
        "tau": 1.4530656337738037,
        "grad_tau": 0.8221266865730286,
        "torsion": 8.546758856198267e-09,
        "alignment": -7.404654502868652,
        "S_field": 0.3418939411640167,
        "Gamma_field": 1.0290933847427368,
        "S_over_Gamma": 0.33222830295562744,
        "Da": 62.004425048828125,
        "E_coh": 0.42914459109306335,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "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": [
          [
            [
              -82.21,
              36.58
            ],
            [
              -82.16,
              36.58
            ],
            [
              -82.15,
              36.56
            ],
            [
              -82.15,
              36.51
            ],
            [
              -82.16,
              36.5
            ],
            [
              -82.2,
              36.5
            ],
            [
              -82.22,
              36.52
            ],
            [
              -82.22,
              36.56
            ],
            [
              -82.21,
              36.58
            ]
          ]
        ]
      },
      "raw_probability": 0.5492,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "707a3c2d76cfc2ddd19ddd09ca05fe6e4eb83daa8b839900c1c9ec05925de40f",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.5492,
        "probability": 0.006168,
        "confidence_lo": 0.006072,
        "confidence_hi": 0.006169,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b438fad0790a85a0ddefe3344457fa54af680c03256965bbcf9866fda36c4019",
        "signature": {
          "alg": "ed25519",
          "sig": "404800a98ee60d0fe7cbcabd319de4ee0bbe5075d747b632e2916d40b4760e402b6820f626b3ef5098c1bf9914592ff63ee48541e91e67cec53880c6a5347b07"
        }
      },
      "receipt_sha256": "b438fad0790a85a0ddefe3344457fa54af680c03256965bbcf9866fda36c4019"
    },
    {
      "storm_id": "233298",
      "lat": 37.28,
      "lon": -89.45,
      "motion_east": 6.0,
      "motion_south": 1.6,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0062,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3426.0,
      "ebshear": 28.0,
      "srh01": 107.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 107.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.3552
        },
        {
          "name": "alignment",
          "value": -4.6772
        },
        {
          "name": "tau",
          "value": 1.6101
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5459
      },
      "coherence_score": 1.6100620031356812,
      "coherence_diagnostics": {
        "tau": 1.6100620031356812,
        "grad_tau": 0.39385929703712463,
        "torsion": 0.0,
        "alignment": -4.677158832550049,
        "S_field": 1.0560485124588013,
        "Gamma_field": 0.49076008796691895,
        "S_over_Gamma": 2.1518630981445312,
        "Da": 32.58945083618164,
        "E_coh": 0.8097934722900391,
        "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": [
          [
            [
              -89.46,
              37.31
            ],
            [
              -89.42,
              37.3
            ],
            [
              -89.42,
              37.26
            ],
            [
              -89.43,
              37.25
            ],
            [
              -89.48,
              37.25
            ],
            [
              -89.48,
              37.28
            ],
            [
              -89.46,
              37.31
            ]
          ]
        ]
      },
      "raw_probability": 0.5459,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "c12eb73b7da14de1aebb22a3730c04495a22e26c39eff6eae40a9199bf583fea",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.5459,
        "probability": 0.006168,
        "confidence_lo": 0.006072,
        "confidence_hi": 0.006169,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "acf366872c0282c19f3073b075931e309ec538b993775829258fc0069344d6ba",
        "signature": {
          "alg": "ed25519",
          "sig": "f4477ce161a088783bf5a6e04b1fa48558127f1dd16902d2543d6d69af7dda611372e72f6a3c48c1e3be422bcf0642949c832a0c3f9312412125e6d59cba0002"
        }
      },
      "receipt_sha256": "acf366872c0282c19f3073b075931e309ec538b993775829258fc0069344d6ba"
    },
    {
      "storm_id": "233278",
      "lat": 39.155,
      "lon": -89.757,
      "motion_east": 6.0,
      "motion_south": 1.6,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0062,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2106.0,
      "ebshear": 33.0,
      "srh01": 81.0,
      "maxllaz": 0.005,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 81.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.7302
        },
        {
          "name": "alignment",
          "value": -0.4224
        },
        {
          "name": "tau",
          "value": 2.2876
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5322
      },
      "coherence_score": 2.287550210952759,
      "coherence_diagnostics": {
        "tau": 2.287550210952759,
        "grad_tau": 0.35787826776504517,
        "torsion": 0.0,
        "alignment": -0.42244911193847656,
        "S_field": 1.48653244972229,
        "Gamma_field": 0.35409343242645264,
        "S_over_Gamma": 4.198136329650879,
        "Da": 21.893146514892578,
        "E_coh": 0.8718882203102112,
        "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": [
          [
            [
              -89.8,
              39.18
            ],
            [
              -89.72,
              39.18
            ],
            [
              -89.71,
              39.17
            ],
            [
              -89.71,
              39.14
            ],
            [
              -89.73,
              39.12
            ],
            [
              -89.74,
              39.12
            ],
            [
              -89.77,
              39.15
            ],
            [
              -89.79,
              39.15
            ],
            [
              -89.8,
              39.16
            ],
            [
              -89.8,
              39.18
            ]
          ]
        ]
      },
      "raw_probability": 0.5322,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "af1b56892603897f37bffc4e9e943dcacf3c7701e7e22b7ea67367f003e82ae2",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.5322,
        "probability": 0.006168,
        "confidence_lo": 0.006072,
        "confidence_hi": 0.006169,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "fda7651f18740258a4a7bdb014864f068c952d2d70fa4c7a09f57f7b23bb9920",
        "signature": {
          "alg": "ed25519",
          "sig": "e372f54eedef28fe68b797cf6ae1d30b0ec1bc407815a1c90144f31f9ce05117cd462a075dd73c70470dfbfa2aee09964c94caa61dbed27c714928513bbfdd00"
        }
      },
      "receipt_sha256": "fda7651f18740258a4a7bdb014864f068c952d2d70fa4c7a09f57f7b23bb9920"
    },
    {
      "storm_id": "232903",
      "lat": 42.8742,
      "lon": -76.1658,
      "motion_east": 6.0,
      "motion_south": 1.6,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0062,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 829.0,
      "ebshear": 27.0,
      "srh01": 142.0,
      "maxllaz": 0.002,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 142.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.1052
        },
        {
          "name": "alignment",
          "value": -5.7882
        },
        {
          "name": "tau",
          "value": 1.6816
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5308
      },
      "coherence_score": 1.6816058158874512,
      "coherence_diagnostics": {
        "tau": 1.6816058158874512,
        "grad_tau": 0.13123594224452972,
        "torsion": 0.0,
        "alignment": -5.788161277770996,
        "S_field": 0.6090972423553467,
        "Gamma_field": 0.19659343361854553,
        "S_over_Gamma": 3.0982582569122314,
        "Da": 11.928197860717773,
        "E_coh": 0.6981666088104248,
        "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": [
          [
            [
              -76.18,
              42.92
            ],
            [
              -76.13,
              42.92
            ],
            [
              -76.12,
              42.91
            ],
            [
              -76.12,
              42.89
            ],
            [
              -76.14,
              42.87
            ],
            [
              -76.12,
              42.84
            ],
            [
              -76.14,
              42.8
            ],
            [
              -76.18,
              42.8
            ],
            [
              -76.23,
              42.84
            ],
            [
              -76.23,
              42.89
            ],
            [
              -76.22,
              42.89
            ],
            [
              -76.18,
              42.92
            ]
          ]
        ]
      },
      "raw_probability": 0.5308,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "cd9f9c102a0d4d708c681ca164f229965a76d910dabb63c207518adfadaccb1f",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.5308,
        "probability": 0.006168,
        "confidence_lo": 0.006072,
        "confidence_hi": 0.006169,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "950f1123ad5dc90dab71930830c4906a36cd3ec2e50d033ac7cb024e15706f11",
        "signature": {
          "alg": "ed25519",
          "sig": "e5ec08fc2491b553630173efefe41510617559a117ad845bf626c29d657d232eefb1c5430f2b8ed23fe026496800bf36d5187462c3d4fd710c1f35d5befa580d"
        }
      },
      "receipt_sha256": "950f1123ad5dc90dab71930830c4906a36cd3ec2e50d033ac7cb024e15706f11"
    },
    {
      "storm_id": "232874",
      "lat": 41.5618,
      "lon": -73.6064,
      "motion_east": 7.8,
      "motion_south": 5.9,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0062,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1034.0,
      "ebshear": 38.0,
      "srh01": 55.0,
      "maxllaz": 0.004,
      "mesh": 0.29,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 55.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.9802
        },
        {
          "name": "alignment",
          "value": -7.019
        },
        {
          "name": "tau",
          "value": 1.1748
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5043
      },
      "coherence_score": 1.1748243570327759,
      "coherence_diagnostics": {
        "tau": 1.1748243570327759,
        "grad_tau": 0.1553751826286316,
        "torsion": 0.0,
        "alignment": -7.019006729125977,
        "S_field": 0.4004032611846924,
        "Gamma_field": 0.3599267601966858,
        "S_over_Gamma": 1.1124576330184937,
        "Da": 21.023778915405273,
        "E_coh": 0.40653061866760254,
        "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": [
          [
            [
              -73.6,
              41.61
            ],
            [
              -73.55,
              41.61
            ],
            [
              -73.54,
              41.56
            ],
            [
              -73.59,
              41.52
            ],
            [
              -73.62,
              41.52
            ],
            [
              -73.63,
              41.51
            ],
            [
              -73.64,
              41.52
            ],
            [
              -73.64,
              41.56
            ],
            [
              -73.63,
              41.57
            ],
            [
              -73.63,
              41.59
            ],
            [
              -73.6,
              41.61
            ]
          ]
        ]
      },
      "raw_probability": 0.5043,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "3a8a7375f0eea05a8510d98f34478329cd5ad37c38618e1f479913e76e3f5428",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.5043,
        "probability": 0.006168,
        "confidence_lo": 0.006072,
        "confidence_hi": 0.006169,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "18dc123bdd2a3c3530de777caadbc51e43a5ffef2c4eb011ec13b0ecf3525421",
        "signature": {
          "alg": "ed25519",
          "sig": "7b6bb838c52134227f67947a78f587eb64e1cb0e6cbed55c2bebb566ca92931477985852ef43c8661c5bb262c4a8c5f5caa118802bb8e2cfbcfe4c276050d40f"
        }
      },
      "receipt_sha256": "18dc123bdd2a3c3530de777caadbc51e43a5ffef2c4eb011ec13b0ecf3525421"
    },
    {
      "storm_id": "232539",
      "lat": 34.6711,
      "lon": -81.8178,
      "motion_east": 6.0,
      "motion_south": 1.6,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0062,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1580.0,
      "ebshear": 36.0,
      "srh01": 137.0,
      "maxllaz": 0.003,
      "mesh": 0.23,
      "flash_rate": 5.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 137.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.4802
        },
        {
          "name": "alignment",
          "value": -4.9926
        },
        {
          "name": "tau",
          "value": 2.8659
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4969
      },
      "coherence_score": 2.865931272506714,
      "coherence_diagnostics": {
        "tau": 2.865931272506714,
        "grad_tau": 0.20757892727851868,
        "torsion": 0.0,
        "alignment": -4.992631912231445,
        "S_field": 1.2248203754425049,
        "Gamma_field": 0.28409343957901,
        "S_over_Gamma": 4.311329364776611,
        "Da": 17.654773712158203,
        "E_coh": 0.8829580545425415,
        "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": [
          [
            [
              -81.84,
              34.7
            ],
            [
              -81.79,
              34.7
            ],
            [
              -81.78,
              34.69
            ],
            [
              -81.78,
              34.65
            ],
            [
              -81.8,
              34.63
            ],
            [
              -81.83,
              34.63
            ],
            [
              -81.85,
              34.65
            ],
            [
              -81.85,
              34.69
            ],
            [
              -81.84,
              34.7
            ]
          ]
        ]
      },
      "raw_probability": 0.4969,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "2f52ef55bec6174a059e5d671b61372f12ac1d72eae34f6c6cbfd7e98ec0df19",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.4969,
        "probability": 0.006168,
        "confidence_lo": 0.006072,
        "confidence_hi": 0.006169,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ea8efec0214a6eff48a7492b515835ca2b39b5c356f2aff8059eef5c8bc3e9c2",
        "signature": {
          "alg": "ed25519",
          "sig": "fe62077312a4cd7f843658e96fb329a7b697db9bc4f9cb9e20ad29aec835468642d0df28528bc9d709db7e0e227e53791734e5ef638b48d4db4f662ebd86f00a"
        }
      },
      "receipt_sha256": "ea8efec0214a6eff48a7492b515835ca2b39b5c356f2aff8059eef5c8bc3e9c2"
    },
    {
      "storm_id": "233270",
      "lat": 41.6756,
      "lon": -74.2956,
      "motion_east": 7.3,
      "motion_south": 5.8,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0062,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 668.0,
      "ebshear": 42.0,
      "srh01": 69.0,
      "maxllaz": 0.002,
      "mesh": 0.13,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 69.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.6052
        },
        {
          "name": "alignment",
          "value": -8.2806
        },
        {
          "name": "tau",
          "value": 1.2597
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4856
      },
      "coherence_score": 1.2596570253372192,
      "coherence_diagnostics": {
        "tau": 1.2596570253372192,
        "grad_tau": 0.17464026808738708,
        "torsion": 0.0,
        "alignment": -8.280570030212402,
        "S_field": 0.3032093048095703,
        "Gamma_field": 0.5090934038162231,
        "S_over_Gamma": 0.5955867767333984,
        "Da": 30.723888397216797,
        "E_coh": 0.2040434032678604,
        "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": [
          [
            [
              -74.32,
              41.71
            ],
            [
              -74.27,
              41.71
            ],
            [
              -74.26,
              41.7
            ],
            [
              -74.26,
              41.65
            ],
            [
              -74.27,
              41.64
            ],
            [
              -74.31,
              41.64
            ],
            [
              -74.32,
              41.65
            ],
            [
              -74.33,
              41.67
            ],
            [
              -74.32,
              41.71
            ]
          ]
        ]
      },
      "raw_probability": 0.4856,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "6eb50bf1a5a4ab4fbfc3fdb7d8e85618014d3ba06788362649c128daf650fbbd",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.4856,
        "probability": 0.006168,
        "confidence_lo": 0.006072,
        "confidence_hi": 0.006169,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "50ee729fca1442043550ddc2d88f4c4b69dba11fb45c09c07bdce4108622bd51",
        "signature": {
          "alg": "ed25519",
          "sig": "37f04c9a727c9141fc9884e140b210492c2c2a8692f18b015f8065a3103503f8911a1773c04a15970e8c2035c7c190705add0a19b80e7b87594773ccf96d5402"
        }
      },
      "receipt_sha256": "50ee729fca1442043550ddc2d88f4c4b69dba11fb45c09c07bdce4108622bd51"
    },
    {
      "storm_id": "227297",
      "lat": 41.6325,
      "lon": -74.5067,
      "motion_east": 6.6,
      "motion_south": 3.8,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0062,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 758.0,
      "ebshear": 39.0,
      "srh01": 78.0,
      "maxllaz": 0.007,
      "mesh": 0.42,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 78.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.6052
        },
        {
          "name": "alignment",
          "value": -8.2806
        },
        {
          "name": "tau",
          "value": 1.2597
        },
        {
          "name": "maxllaz",
          "value": 0.007
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4846
      },
      "coherence_score": 1.2596570253372192,
      "coherence_diagnostics": {
        "tau": 1.2596570253372192,
        "grad_tau": 0.17464026808738708,
        "torsion": 0.0,
        "alignment": -8.280570030212402,
        "S_field": 0.3032093048095703,
        "Gamma_field": 0.5090934038162231,
        "S_over_Gamma": 0.5955867767333984,
        "Da": 30.723888397216797,
        "E_coh": 0.2040434032678604,
        "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": 9,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -74.51,
              41.7
            ],
            [
              -74.46,
              41.7
            ],
            [
              -74.44,
              41.69
            ],
            [
              -74.42,
              41.67
            ],
            [
              -74.42,
              41.62
            ],
            [
              -74.51,
              41.52
            ],
            [
              -74.55,
              41.52
            ],
            [
              -74.58,
              41.55
            ],
            [
              -74.58,
              41.61
            ],
            [
              -74.55,
              41.65
            ],
            [
              -74.55,
              41.66
            ],
            [
              -74.51,
              41.7
            ]
          ]
        ]
      },
      "raw_probability": 0.4846,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "8f102f75b6b6a3ff8a5922c477725f493c000f77d6e2dc18edeaf74d0f5d30fe",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.4846,
        "probability": 0.006168,
        "confidence_lo": 0.006072,
        "confidence_hi": 0.006169,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4b42f6e8d758512b2ef66796ce7157afea40979fc19dd4880e2116b29f725fb0",
        "signature": {
          "alg": "ed25519",
          "sig": "4719e2e8620cf8907c3d6b5f96827432a3b4c4299b00d4a4ef92d9c71e78272823a7c392ebae1bebe9a926c500dcf18f2425b8e936c7e434824c5f9c289ffb05"
        }
      },
      "receipt_sha256": "4b42f6e8d758512b2ef66796ce7157afea40979fc19dd4880e2116b29f725fb0"
    },
    {
      "storm_id": "232907",
      "lat": 41.417,
      "lon": -75.3965,
      "motion_east": 6.5,
      "motion_south": 6.0,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0062,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 624.0,
      "ebshear": 38.0,
      "srh01": 115.0,
      "maxllaz": 0.002,
      "mesh": 0.05,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 115.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.4802
        },
        {
          "name": "alignment",
          "value": -0.9348
        },
        {
          "name": "tau",
          "value": 1.3805
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4283
      },
      "coherence_score": 1.3805439472198486,
      "coherence_diagnostics": {
        "tau": 1.3805439472198486,
        "grad_tau": 0.10075646638870239,
        "torsion": 0.0,
        "alignment": -0.9347730278968811,
        "S_field": 0.3273766338825226,
        "Gamma_field": 0.2999267578125,
        "S_over_Gamma": 1.091521978378296,
        "Da": 17.722902297973633,
        "E_coh": 0.4165685772895813,
        "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": [
          [
            [
              -75.37,
              41.47
            ],
            [
              -75.32,
              41.47
            ],
            [
              -75.29,
              41.45
            ],
            [
              -75.27,
              41.45
            ],
            [
              -75.26,
              41.44
            ],
            [
              -75.26,
              41.39
            ],
            [
              -75.3,
              41.37
            ],
            [
              -75.35,
              41.37
            ],
            [
              -75.36,
              41.36
            ],
            [
              -75.39,
              41.36
            ],
            [
              -75.4,
              41.37
            ],
            [
              -75.45,
              41.37
            ],
            [
              -75.46,
              41.38
            ],
            [
              -75.5,
              41.38
            ],
            [
              -75.51,
              41.39
            ],
            [
              -75.51,
              41.42
            ],
            [
              -75.52,
              41.44
            ],
            [
              -75.5,
              41.45
            ],
            [
              -75.46,
              41.45
            ],
            [
              -75.44,
              41.44
            ],
            [
              -75.43,
              41.45
            ],
            [
              -75.4,
              41.45
            ],
            [
              -75.37,
              41.47
            ]
          ]
        ]
      },
      "raw_probability": 0.4283,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "0f37cfe58e514ad5fb97fa8935a8eac3e1a8dbc7425a5a66f54a0b08b371416c",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.4283,
        "probability": 0.006168,
        "confidence_lo": 0.006072,
        "confidence_hi": 0.006169,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d375622f27ca3a44e69bf04a7c0f5b27ee45ac48084fbdb9f4591cf6c131c4fe",
        "signature": {
          "alg": "ed25519",
          "sig": "d347fa0ed472c9dbbdedb39c11ff6abbc9d780903039322ecd53ad58bab5f959857f33ef5e4e212529ea3fcd5f98a4c1b68d8ac49e18b0fc49e3af38d878b20f"
        }
      },
      "receipt_sha256": "d375622f27ca3a44e69bf04a7c0f5b27ee45ac48084fbdb9f4591cf6c131c4fe"
    },
    {
      "storm_id": "233230",
      "lat": 43.18,
      "lon": -75.8812,
      "motion_east": 6.0,
      "motion_south": 1.6,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0054,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 570.0,
      "ebshear": 37.0,
      "srh01": 87.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 87.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.3552
        },
        {
          "name": "alignment",
          "value": -7.4262
        },
        {
          "name": "tau",
          "value": 1.4693
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4102
      },
      "coherence_score": 1.469322919845581,
      "coherence_diagnostics": {
        "tau": 1.469322919845581,
        "grad_tau": 0.19465887546539307,
        "torsion": 0.0,
        "alignment": -7.426238059997559,
        "S_field": 0.34211671352386475,
        "Gamma_field": 0.3582600951194763,
        "S_over_Gamma": 0.9549394845962524,
        "Da": 22.02954864501953,
        "E_coh": 0.24049031734466553,
        "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": [
          [
            [
              -75.88,
              43.22
            ],
            [
              -75.85,
              43.2
            ],
            [
              -75.85,
              43.16
            ],
            [
              -75.87,
              43.14
            ],
            [
              -75.9,
              43.14
            ],
            [
              -75.91,
              43.16
            ],
            [
              -75.91,
              43.2
            ],
            [
              -75.88,
              43.22
            ]
          ]
        ]
      },
      "raw_probability": 0.4102,
      "confidence_lo": 0.005,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "bd9d24a45cf6ecd895111fb1929eb043fa1121f25edec2e4ba7f70cab509be9b",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.4102,
        "probability": 0.005387,
        "confidence_lo": 0.005004,
        "confidence_hi": 0.005389,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7212e090c467259f0159bb18092dee07e9422bc66546454662e117679234fe7a",
        "signature": {
          "alg": "ed25519",
          "sig": "b0f69fa348ea17ebaa258ca7ca8226dfe091ee7cc0a94ab9c9dcc4661f40caf5f08dc7dc288479e61d26b093d0b32e5e4129a16baca443af6e37f859b9c3140a"
        }
      },
      "receipt_sha256": "7212e090c467259f0159bb18092dee07e9422bc66546454662e117679234fe7a"
    },
    {
      "storm_id": "230882",
      "lat": 38.591,
      "lon": -85.1957,
      "motion_east": 7.1,
      "motion_south": 7.2,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0054,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 338.0,
      "ebshear": 36.0,
      "srh01": 149.0,
      "maxllaz": 0.006,
      "mesh": 0.35,
      "flash_rate": 6.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 149.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.7302
        },
        {
          "name": "alignment",
          "value": -6.0151
        },
        {
          "name": "tau",
          "value": 1.1084
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3983
      },
      "coherence_score": 1.1084482669830322,
      "coherence_diagnostics": {
        "tau": 1.1084482669830322,
        "grad_tau": 0.25120624899864197,
        "torsion": 0.0,
        "alignment": -6.01505184173584,
        "S_field": 0.5306814908981323,
        "Gamma_field": 0.5332601070404053,
        "S_over_Gamma": 0.9951644539833069,
        "Da": 34.474029541015625,
        "E_coh": 0.7029083967208862,
        "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": 8,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -85.13,
              38.69
            ],
            [
              -85.11,
              38.69
            ],
            [
              -85.08,
              38.67
            ],
            [
              -85.08,
              38.62
            ],
            [
              -85.09,
              38.61
            ],
            [
              -85.12,
              38.61
            ],
            [
              -85.16,
              38.57
            ],
            [
              -85.18,
              38.53
            ],
            [
              -85.2,
              38.53
            ],
            [
              -85.22,
              38.51
            ],
            [
              -85.24,
              38.51
            ],
            [
              -85.29,
              38.47
            ],
            [
              -85.33,
              38.48
            ],
            [
              -85.34,
              38.49
            ],
            [
              -85.34,
              38.53
            ],
            [
              -85.33,
              38.55
            ],
            [
              -85.23,
              38.65
            ],
            [
              -85.2,
              38.65
            ],
            [
              -85.17,
              38.68
            ],
            [
              -85.14,
              38.68
            ],
            [
              -85.13,
              38.69
            ]
          ]
        ]
      },
      "raw_probability": 0.3983,
      "confidence_lo": 0.005,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "155e386016839880b267f967bbaf8ba964dd1fbb7855b136d77f4b073ad34b05",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.3983,
        "probability": 0.005387,
        "confidence_lo": 0.005004,
        "confidence_hi": 0.005389,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ecb62296c7b71b0c9a68bb307a2c2629083f0d324101e70409d6d2607481ea2a",
        "signature": {
          "alg": "ed25519",
          "sig": "1182f9558d6f5c2db89c7852a77bdbe5200c6d56216b9b4e8a11cc03c42f6b264b5aca148a7ec3fa57709afec11e03f32ca2f92cbb80cd91ae1d23f880a3ce0a"
        }
      },
      "receipt_sha256": "ecb62296c7b71b0c9a68bb307a2c2629083f0d324101e70409d6d2607481ea2a"
    },
    {
      "storm_id": "232596",
      "lat": 41.5061,
      "lon": -74.2394,
      "motion_east": 7.4,
      "motion_south": 6.2,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0054,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 731.0,
      "ebshear": 40.0,
      "srh01": 37.0,
      "maxllaz": 0.003,
      "mesh": 0.41,
      "flash_rate": 11.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 37.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.9802
        },
        {
          "name": "alignment",
          "value": -5.8507
        },
        {
          "name": "tau",
          "value": 1.2786
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.396
      },
      "coherence_score": 1.2786235809326172,
      "coherence_diagnostics": {
        "tau": 1.2786235809326172,
        "grad_tau": 0.218951016664505,
        "torsion": 0.0,
        "alignment": -5.8507080078125,
        "S_field": 0.7026562690734863,
        "Gamma_field": 0.23409341275691986,
        "S_over_Gamma": 3.0016062259674072,
        "Da": 13.965315818786621,
        "E_coh": 0.7897752523422241,
        "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": [
          [
            [
              -74.26,
              41.59
            ],
            [
              -74.23,
              41.59
            ],
            [
              -74.23,
              41.54
            ],
            [
              -74.22,
              41.53
            ],
            [
              -74.17,
              41.53
            ],
            [
              -74.13,
              41.51
            ],
            [
              -74.12,
              41.47
            ],
            [
              -74.16,
              41.42
            ],
            [
              -74.24,
              41.41
            ],
            [
              -74.25,
              41.42
            ],
            [
              -74.27,
              41.42
            ],
            [
              -74.31,
              41.46
            ],
            [
              -74.31,
              41.5
            ],
            [
              -74.3,
              41.51
            ],
            [
              -74.3,
              41.53
            ],
            [
              -74.29,
              41.53
            ],
            [
              -74.26,
              41.56
            ],
            [
              -74.26,
              41.59
            ]
          ]
        ]
      },
      "raw_probability": 0.396,
      "confidence_lo": 0.005,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "cb86a177ddc7df21621199f57809ca17967fb53cf82e38ff107899b82fb5ee73",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.396,
        "probability": 0.005387,
        "confidence_lo": 0.005004,
        "confidence_hi": 0.005389,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f802c979f03a76cf4af9596f42deeaf6e9cd3245566fa993bdd6b388f7d2da60",
        "signature": {
          "alg": "ed25519",
          "sig": "0b68ff56c3be60f86a1d09d4e0a2c971d70983443a1c9cfb02bb663b1497f04ae179f3293b8911420ae8c310eba535655508a0dd92af7e940875baeee4d6330f"
        }
      },
      "receipt_sha256": "f802c979f03a76cf4af9596f42deeaf6e9cd3245566fa993bdd6b388f7d2da60"
    },
    {
      "storm_id": "233110",
      "lat": 38.602,
      "lon": -84.706,
      "motion_east": 6.5,
      "motion_south": 4.2,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0054,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 145.0,
      "ebshear": 32.0,
      "srh01": 136.0,
      "maxllaz": 0.001,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 136.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.7302
        },
        {
          "name": "alignment",
          "value": -6.0151
        },
        {
          "name": "tau",
          "value": 1.1084
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3949
      },
      "coherence_score": 1.1084482669830322,
      "coherence_diagnostics": {
        "tau": 1.1084482669830322,
        "grad_tau": 0.25120624899864197,
        "torsion": 0.0,
        "alignment": -6.01505184173584,
        "S_field": 0.5306814908981323,
        "Gamma_field": 0.5332601070404053,
        "S_over_Gamma": 0.9951644539833069,
        "Da": 34.474029541015625,
        "E_coh": 0.7029083967208862,
        "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": [
          [
            [
              -84.74,
              38.63
            ],
            [
              -84.7,
              38.63
            ],
            [
              -84.68,
              38.62
            ],
            [
              -84.67,
              38.61
            ],
            [
              -84.67,
              38.58
            ],
            [
              -84.68,
              38.57
            ],
            [
              -84.71,
              38.57
            ],
            [
              -84.73,
              38.59
            ],
            [
              -84.74,
              38.59
            ],
            [
              -84.74,
              38.63
            ]
          ]
        ]
      },
      "raw_probability": 0.3949,
      "confidence_lo": 0.005,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "930902db04661e33a859793a55ec15e7d91107618d518343f783a6f0134810d5",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.3949,
        "probability": 0.005387,
        "confidence_lo": 0.005004,
        "confidence_hi": 0.005389,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "43f2a559dc2e444d53083708bffef5b245437296203a3422d9dc7f4fbf70b6b7",
        "signature": {
          "alg": "ed25519",
          "sig": "a155f479830c7dd6d77bafbaa9556959b77dcd6099c6f9927e201a36dfd46e06395ece19a1e907e80cd6ea5d6d2978a81009561dd1cba6c72e7736b348006807"
        }
      },
      "receipt_sha256": "43f2a559dc2e444d53083708bffef5b245437296203a3422d9dc7f4fbf70b6b7"
    },
    {
      "storm_id": "233215",
      "lat": 44.8955,
      "lon": -75.4191,
      "motion_east": 7.5,
      "motion_south": 5.6,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0033,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1242.0,
      "ebshear": 43.0,
      "srh01": 99.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 99.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.4802
        },
        {
          "name": "alignment",
          "value": -1.049
        },
        {
          "name": "tau",
          "value": 1.3746
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3777
      },
      "coherence_score": 1.3745832443237305,
      "coherence_diagnostics": {
        "tau": 1.3745832443237305,
        "grad_tau": 0.2836883068084717,
        "torsion": 0.0,
        "alignment": -1.048980474472046,
        "S_field": 0.5569554567337036,
        "Gamma_field": 0.2399267554283142,
        "S_over_Gamma": 2.3213562965393066,
        "Da": 13.857562065124512,
        "E_coh": 0.7121232748031616,
        "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": [
          [
            [
              -75.44,
              44.94
            ],
            [
              -75.38,
              44.94
            ],
            [
              -75.37,
              44.93
            ],
            [
              -75.37,
              44.87
            ],
            [
              -75.39,
              44.86
            ],
            [
              -75.41,
              44.87
            ],
            [
              -75.42,
              44.86
            ],
            [
              -75.45,
              44.86
            ],
            [
              -75.47,
              44.88
            ],
            [
              -75.47,
              44.9
            ],
            [
              -75.44,
              44.94
            ]
          ]
        ]
      },
      "raw_probability": 0.3777,
      "confidence_lo": 0.003,
      "confidence_hi": 0.0033,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "fdeeaa0333608ba345ef28e375d6c21c449e85785851a1f9006684a5fe0040d0",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.3777,
        "probability": 0.003286,
        "confidence_lo": 0.003016,
        "confidence_hi": 0.003287,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "37d213c1d5e0e252e60734466b4a60f3c905437cd7c3e34e4cea6ca04d4b7859",
        "signature": {
          "alg": "ed25519",
          "sig": "8a8eee9bd70081febe15cc7bfd73d17e800bf379b420b99b3d0d994127097d5153eb6fa9bd6e3f6282ac8d20079170d3a7a188f051dc83ac4c7b26510a270c0d"
        }
      },
      "receipt_sha256": "37d213c1d5e0e252e60734466b4a60f3c905437cd7c3e34e4cea6ca04d4b7859"
    },
    {
      "storm_id": "233003",
      "lat": 36.2765,
      "lon": -82.2006,
      "motion_east": 6.1,
      "motion_south": 2.2,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0031,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1284.0,
      "ebshear": 30.0,
      "srh01": 51.0,
      "maxllaz": 0.002,
      "mesh": 0.16,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 51.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.6052
        },
        {
          "name": "alignment",
          "value": -2.4356
        },
        {
          "name": "tau",
          "value": 2.5429
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.367
      },
      "coherence_score": 2.5428736209869385,
      "coherence_diagnostics": {
        "tau": 2.5428736209869385,
        "grad_tau": 0.6843647360801697,
        "torsion": 0.0,
        "alignment": -2.435606002807617,
        "S_field": 1.6401299238204956,
        "Gamma_field": 0.20326009392738342,
        "S_over_Gamma": 8.069119453430176,
        "Da": 12.069863319396973,
        "E_coh": 0.9253696799278259,
        "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": [
          [
            [
              -82.17,
              36.32
            ],
            [
              -82.13,
              36.32
            ],
            [
              -82.12,
              36.31
            ],
            [
              -82.13,
              36.26
            ],
            [
              -82.15,
              36.24
            ],
            [
              -82.2,
              36.24
            ],
            [
              -82.21,
              36.25
            ],
            [
              -82.23,
              36.25
            ],
            [
              -82.25,
              36.23
            ],
            [
              -82.27,
              36.24
            ],
            [
              -82.27,
              36.27
            ],
            [
              -82.26,
              36.28
            ],
            [
              -82.24,
              36.28
            ],
            [
              -82.23,
              36.27
            ],
            [
              -82.2,
              36.31
            ],
            [
              -82.18,
              36.31
            ],
            [
              -82.17,
              36.32
            ]
          ]
        ]
      },
      "raw_probability": 0.367,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "31f77f384d9c3c34c09008668f2ccff31ab658f7d520db6691d3c959757cdc78",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.367,
        "probability": 0.003097,
        "confidence_lo": 0.003016,
        "confidence_hi": 0.003097,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "00107445090455f81f0b7f04fb2d8b30902c5dfb88a2588415b6308338dea6a2",
        "signature": {
          "alg": "ed25519",
          "sig": "343bb6975baf4221d19aa47ffcd5bf61dde70966d92c1abfe333cfd8b6eae2af749a801a46719ef7d11c214c976020ab63f934aed3a0e683521d88f45e46cd0a"
        }
      },
      "receipt_sha256": "00107445090455f81f0b7f04fb2d8b30902c5dfb88a2588415b6308338dea6a2"
    },
    {
      "storm_id": "233279",
      "lat": 36.198,
      "lon": -82.554,
      "motion_east": 7.3,
      "motion_south": 6.7,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0031,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1843.0,
      "ebshear": 31.0,
      "srh01": 45.0,
      "maxllaz": 0.002,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 45.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.6052
        },
        {
          "name": "alignment",
          "value": -2.4356
        },
        {
          "name": "tau",
          "value": 2.5429
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3647
      },
      "coherence_score": 2.5428736209869385,
      "coherence_diagnostics": {
        "tau": 2.5428736209869385,
        "grad_tau": 0.6843647360801697,
        "torsion": 0.0,
        "alignment": -2.435606002807617,
        "S_field": 1.6401299238204956,
        "Gamma_field": 0.20326009392738342,
        "S_over_Gamma": 8.069119453430176,
        "Da": 12.069863319396973,
        "E_coh": 0.9253696799278259,
        "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": [
          [
            [
              -82.58,
              36.24
            ],
            [
              -82.53,
              36.23
            ],
            [
              -82.5,
              36.2
            ],
            [
              -82.5,
              36.15
            ],
            [
              -82.55,
              36.15
            ],
            [
              -82.56,
              36.16
            ],
            [
              -82.56,
              36.17
            ],
            [
              -82.59,
              36.21
            ],
            [
              -82.59,
              36.23
            ],
            [
              -82.58,
              36.24
            ]
          ]
        ]
      },
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "cc3804c9d7637804f07b4cc051b9a4f35731ca2e3f4152afc7656ef73c45fa1e",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.3647,
        "probability": 0.003097,
        "confidence_lo": 0.003016,
        "confidence_hi": 0.003097,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c84938886b946190d274c7a60e0792f087272ae836526aeb0d807235ee82e874",
        "signature": {
          "alg": "ed25519",
          "sig": "7a5dd2621ac80d29c4928d765ee524b8bf5852fc844cd2f6fd2435cf88be8117a6b6ea3407225ab15e96329fae3f211d0f0ed3aab9a66aeda317f46ce4340305"
        }
      },
      "receipt_sha256": "c84938886b946190d274c7a60e0792f087272ae836526aeb0d807235ee82e874"
    },
    {
      "storm_id": "232572",
      "lat": 44.6556,
      "lon": -75.32,
      "motion_east": 7.8,
      "motion_south": 6.0,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0031,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1091.0,
      "ebshear": 45.0,
      "srh01": 123.0,
      "maxllaz": 0.003,
      "mesh": 0.2,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 123.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.4802
        },
        {
          "name": "alignment",
          "value": -1.049
        },
        {
          "name": "tau",
          "value": 1.3746
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3644
      },
      "coherence_score": 1.3745832443237305,
      "coherence_diagnostics": {
        "tau": 1.3745832443237305,
        "grad_tau": 0.2836883068084717,
        "torsion": 0.0,
        "alignment": -1.048980474472046,
        "S_field": 0.5569554567337036,
        "Gamma_field": 0.2399267554283142,
        "S_over_Gamma": 2.3213562965393066,
        "Da": 13.857562065124512,
        "E_coh": 0.7121232748031616,
        "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": [
          [
            [
              -75.28,
              44.69
            ],
            [
              -75.24,
              44.69
            ],
            [
              -75.23,
              44.68
            ],
            [
              -75.23,
              44.64
            ],
            [
              -75.27,
              44.6
            ],
            [
              -75.35,
              44.6
            ],
            [
              -75.37,
              44.62
            ],
            [
              -75.38,
              44.62
            ],
            [
              -75.39,
              44.64
            ],
            [
              -75.39,
              44.66
            ],
            [
              -75.38,
              44.67
            ],
            [
              -75.35,
              44.67
            ],
            [
              -75.34,
              44.68
            ],
            [
              -75.33,
              44.67
            ],
            [
              -75.31,
              44.67
            ],
            [
              -75.28,
              44.69
            ]
          ]
        ]
      },
      "raw_probability": 0.3644,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "53fce455bb7ba4aed6bba28844359224516d6d431e271a979fadaee680c380b0",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.3644,
        "probability": 0.003097,
        "confidence_lo": 0.003016,
        "confidence_hi": 0.003097,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f0e0f89d969fd1a31494fc5d911829e3346c310140a7c3d1cead4ba487daf133",
        "signature": {
          "alg": "ed25519",
          "sig": "a204dc4bc56ca86208ab604e5760263a7dd68e3af2dc847cb9168f9a2478ed9942ca2ca14b0b485332c266aa2e354c930a4bd067ec78175450642462e7f97601"
        }
      },
      "receipt_sha256": "f0e0f89d969fd1a31494fc5d911829e3346c310140a7c3d1cead4ba487daf133"
    },
    {
      "storm_id": "233271",
      "lat": 41.44,
      "lon": -73.7369,
      "motion_east": 7.8,
      "motion_south": 5.9,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0031,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 761.0,
      "ebshear": 41.0,
      "srh01": 54.0,
      "maxllaz": 0.002,
      "mesh": 0.54,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 54.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.9802
        },
        {
          "name": "alignment",
          "value": -5.8507
        },
        {
          "name": "tau",
          "value": 1.2786
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3573
      },
      "coherence_score": 1.2786235809326172,
      "coherence_diagnostics": {
        "tau": 1.2786235809326172,
        "grad_tau": 0.218951016664505,
        "torsion": 0.0,
        "alignment": -5.8507080078125,
        "S_field": 0.7026562690734863,
        "Gamma_field": 0.23409341275691986,
        "S_over_Gamma": 3.0016062259674072,
        "Da": 13.965315818786621,
        "E_coh": 0.7897752523422241,
        "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": [
          [
            [
              -73.75,
              41.49
            ],
            [
              -73.7,
              41.49
            ],
            [
              -73.68,
              41.47
            ],
            [
              -73.68,
              41.45
            ],
            [
              -73.7,
              41.43
            ],
            [
              -73.7,
              41.42
            ],
            [
              -73.71,
              41.42
            ],
            [
              -73.75,
              41.39
            ],
            [
              -73.77,
              41.39
            ],
            [
              -73.79,
              41.4
            ],
            [
              -73.8,
              41.42
            ],
            [
              -73.8,
              41.46
            ],
            [
              -73.75,
              41.49
            ]
          ]
        ]
      },
      "raw_probability": 0.3573,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "1b92409200cb0618a16fa675d1e65ab122cb2258dc7081c9842c08577ed1b52b",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.3573,
        "probability": 0.003097,
        "confidence_lo": 0.003016,
        "confidence_hi": 0.003097,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "afe16dbe54443f6868a255bd3de7d66a4d0693885effcc7fae96776680f29b89",
        "signature": {
          "alg": "ed25519",
          "sig": "ea8141ef6db8d165a71d2181450bda1cd3468c93e00cd21e2645f7952d2e69367158ed6f95461934adc0428914a0c62f215154b6608c59216a70119ee445d10d"
        }
      },
      "receipt_sha256": "afe16dbe54443f6868a255bd3de7d66a4d0693885effcc7fae96776680f29b89"
    },
    {
      "storm_id": "233198",
      "lat": 34.68,
      "lon": -86.7144,
      "motion_east": 6.0,
      "motion_south": 1.6,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0031,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2285.0,
      "ebshear": 23.0,
      "srh01": 74.0,
      "maxllaz": 0.002,
      "mesh": 0.16,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 74.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.6052
        },
        {
          "name": "alignment",
          "value": 4.9578
        },
        {
          "name": "tau",
          "value": 2.0942
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3181
      },
      "coherence_score": 2.094174861907959,
      "coherence_diagnostics": {
        "tau": 2.094174861907959,
        "grad_tau": 0.3126116693019867,
        "torsion": 0.0,
        "alignment": 4.957789421081543,
        "S_field": 0.6869910955429077,
        "Gamma_field": 0.3457601070404053,
        "S_over_Gamma": 1.9869009256362915,
        "Da": 22.203269958496094,
        "E_coh": 0.7544043064117432,
        "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": [
          [
            [
              -86.73,
              34.71
            ],
            [
              -86.7,
              34.71
            ],
            [
              -86.69,
              34.7
            ],
            [
              -86.68,
              34.68
            ],
            [
              -86.68,
              34.64
            ],
            [
              -86.73,
              34.64
            ],
            [
              -86.74,
              34.65
            ],
            [
              -86.75,
              34.68
            ],
            [
              -86.73,
              34.71
            ]
          ]
        ]
      },
      "raw_probability": 0.3181,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "8706ffdf322715880819e79fb82d559877211dbfe860ef1b31a5c5537e982614",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.3181,
        "probability": 0.003097,
        "confidence_lo": 0.003016,
        "confidence_hi": 0.003097,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0b7174abcf0f60eed8d954f211812dad959d6daf13843d62d3819509990f8b48",
        "signature": {
          "alg": "ed25519",
          "sig": "6e7a7dd1a06da1d09e000f92d9e104004548168f5e6082a9974fd62b8d3b6fbebe2f698b9fe948f969d0f0b22b4d41a03b8bcc3d9292bbf334e910785dc2cf0a"
        }
      },
      "receipt_sha256": "0b7174abcf0f60eed8d954f211812dad959d6daf13843d62d3819509990f8b48"
    },
    {
      "storm_id": "233295",
      "lat": 41.8375,
      "lon": -74.1312,
      "motion_east": 7.3,
      "motion_south": 4.8,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0031,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 810.0,
      "ebshear": 40.0,
      "srh01": 27.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 27.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.9802
        },
        {
          "name": "alignment",
          "value": -7.019
        },
        {
          "name": "tau",
          "value": 1.1748
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.318
      },
      "coherence_score": 1.1748243570327759,
      "coherence_diagnostics": {
        "tau": 1.1748243570327759,
        "grad_tau": 0.1553751826286316,
        "torsion": 0.0,
        "alignment": -7.019006729125977,
        "S_field": 0.4004032611846924,
        "Gamma_field": 0.3599267601966858,
        "S_over_Gamma": 1.1124576330184937,
        "Da": 21.023778915405273,
        "E_coh": 0.40653061866760254,
        "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": [
          [
            [
              -74.12,
              41.88
            ],
            [
              -74.1,
              41.87
            ],
            [
              -74.09,
              41.83
            ],
            [
              -74.11,
              41.81
            ],
            [
              -74.16,
              41.81
            ],
            [
              -74.17,
              41.8
            ],
            [
              -74.18,
              41.82
            ],
            [
              -74.12,
              41.88
            ]
          ]
        ]
      },
      "raw_probability": 0.318,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "f1940f2400641cf632546cb54a6fed14a7b124615f498d7e6be2558589668551",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.318,
        "probability": 0.003097,
        "confidence_lo": 0.003016,
        "confidence_hi": 0.003097,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "749c21160a1afa942c32445ef584b963e0955f6ed709c1672fb84379b23b40ed",
        "signature": {
          "alg": "ed25519",
          "sig": "7c1256c726b8598cc7d139c421393236ee68f5dc83539519f4d399b18901f585e631904b7e45f6dfeb1bda822054598f0d04d1ff8f3f3f1e86e4426dea54a802"
        }
      },
      "receipt_sha256": "749c21160a1afa942c32445ef584b963e0955f6ed709c1672fb84379b23b40ed"
    },
    {
      "storm_id": "233239",
      "lat": 38.4556,
      "lon": -85.5622,
      "motion_east": 6.9,
      "motion_south": 6.4,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0031,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 456.0,
      "ebshear": 34.0,
      "srh01": 153.0,
      "maxllaz": 0.004,
      "mesh": 0.56,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 153.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.8552
        },
        {
          "name": "alignment",
          "value": -3.658
        },
        {
          "name": "tau",
          "value": 1.1309
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3141
      },
      "coherence_score": 1.1308894157409668,
      "coherence_diagnostics": {
        "tau": 1.1308894157409668,
        "grad_tau": 0.15223701298236847,
        "torsion": 0.0,
        "alignment": -3.6579928398132324,
        "S_field": 0.47045403718948364,
        "Gamma_field": 0.8390934467315674,
        "S_over_Gamma": 0.5606694221496582,
        "Da": 53.34615707397461,
        "E_coh": 0.6796822547912598,
        "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": [
          [
            [
              -85.56,
              38.49
            ],
            [
              -85.55,
              38.49
            ],
            [
              -85.53,
              38.47
            ],
            [
              -85.53,
              38.43
            ],
            [
              -85.54,
              38.42
            ],
            [
              -85.59,
              38.42
            ],
            [
              -85.6,
              38.43
            ],
            [
              -85.6,
              38.46
            ],
            [
              -85.56,
              38.49
            ]
          ]
        ]
      },
      "raw_probability": 0.3141,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "3a38e49d1cfeaf3cb2936a1df9fa8afebcbf3bd5dc5c657bff9fec854ce14494",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.3141,
        "probability": 0.003097,
        "confidence_lo": 0.003016,
        "confidence_hi": 0.003097,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4778ea5ca1f9844d91cf41c79e9bba4eb328db2a89e706949b6f9366a96a2025",
        "signature": {
          "alg": "ed25519",
          "sig": "2f47e17acac5fc848f9823d00937a996e8cdc3ffcdb37ebe23c7e56f3c8409c99b9843b9b0b5eddcc2616d8ac5e6c99cacb86bc670cf7cc8aa0f284b3ab12407"
        }
      },
      "receipt_sha256": "4778ea5ca1f9844d91cf41c79e9bba4eb328db2a89e706949b6f9366a96a2025"
    },
    {
      "storm_id": "233235",
      "lat": 40.168,
      "lon": -89.488,
      "motion_east": 6.0,
      "motion_south": 1.6,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0031,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2232.0,
      "ebshear": 41.0,
      "srh01": 81.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 81.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.3552
        },
        {
          "name": "alignment",
          "value": 1.0029
        },
        {
          "name": "tau",
          "value": 2.0856
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3108
      },
      "coherence_score": 2.0855650901794434,
      "coherence_diagnostics": {
        "tau": 2.0855650901794434,
        "grad_tau": 0.3908872902393341,
        "torsion": 0.0,
        "alignment": 1.0028660297393799,
        "S_field": 0.6766498684883118,
        "Gamma_field": 0.37326011061668396,
        "S_over_Gamma": 1.8128105401992798,
        "Da": 22.267654418945312,
        "E_coh": 0.8851521015167236,
        "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,
              40.2
            ],
            [
              -89.44,
              40.2
            ],
            [
              -89.44,
              40.12
            ],
            [
              -89.52,
              40.12
            ],
            [
              -89.52,
              40.2
            ]
          ]
        ]
      },
      "raw_probability": 0.3108,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "8868c8723109e2e7e3e0b18917e95a115328b35a9812786258a95f677b4a0c97",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.3108,
        "probability": 0.003097,
        "confidence_lo": 0.003016,
        "confidence_hi": 0.003097,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4beb6691e77b92f42837f0954f53668f67c07b230c0090d29e3bc3bb5f86f160",
        "signature": {
          "alg": "ed25519",
          "sig": "3d0631c4f96418daed43c4d620c7cb003d6a5252e3a7c5bd6ead0d3e0736e774949a5c8e3cb438213673c4894c7a7ed953b13eb792ebac81489a8f29f0d04704"
        }
      },
      "receipt_sha256": "4beb6691e77b92f42837f0954f53668f67c07b230c0090d29e3bc3bb5f86f160"
    },
    {
      "storm_id": "233299",
      "lat": 34.6473,
      "lon": -86.5464,
      "motion_east": 6.0,
      "motion_south": 1.6,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2254.0,
      "ebshear": 24.0,
      "srh01": 60.0,
      "maxllaz": 0.003,
      "mesh": 0.26,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 60.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.6052
        },
        {
          "name": "alignment",
          "value": 4.9578
        },
        {
          "name": "tau",
          "value": 2.0942
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2476
      },
      "coherence_score": 2.094174861907959,
      "coherence_diagnostics": {
        "tau": 2.094174861907959,
        "grad_tau": 0.3126116693019867,
        "torsion": 0.0,
        "alignment": 4.957789421081543,
        "S_field": 0.6869910955429077,
        "Gamma_field": 0.3457601070404053,
        "S_over_Gamma": 1.9869009256362915,
        "Da": 22.203269958496094,
        "E_coh": 0.7544043064117432,
        "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": [
          [
            [
              -86.54,
              34.68
            ],
            [
              -86.53,
              34.67
            ],
            [
              -86.51,
              34.67
            ],
            [
              -86.51,
              34.62
            ],
            [
              -86.53,
              34.6
            ],
            [
              -86.57,
              34.6
            ],
            [
              -86.58,
              34.61
            ],
            [
              -86.58,
              34.65
            ],
            [
              -86.57,
              34.67
            ],
            [
              -86.55,
              34.67
            ],
            [
              -86.54,
              34.68
            ]
          ]
        ]
      },
      "raw_probability": 0.2476,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "c7c4196cb7075e50a10fd4a2de591734085dc551d36fe3ae36edd2739ceb5252",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.2476,
        "probability": 0.002213,
        "confidence_lo": 0.002184,
        "confidence_hi": 0.002213,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0455a2df01a8822e7558ad357f37720394cdc958b769f15acf3442e5d94446ed",
        "signature": {
          "alg": "ed25519",
          "sig": "29c5206d3244178dc7d6dab8c61ca78d09b6d3601cdcf03a0e33ef6a13ffb8c3b169ec4210fe0d327e9edd8b59b88d13a53e867c6dee547dd8531db72b73c200"
        }
      },
      "receipt_sha256": "0455a2df01a8822e7558ad357f37720394cdc958b769f15acf3442e5d94446ed"
    },
    {
      "storm_id": "233140",
      "lat": 44.851,
      "lon": -76.094,
      "motion_east": 6.0,
      "motion_south": 1.6,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 873.0,
      "ebshear": 39.0,
      "srh01": 66.0,
      "maxllaz": 0.003,
      "mesh": 0.11,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 66.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.4802
        },
        {
          "name": "alignment",
          "value": -1.049
        },
        {
          "name": "tau",
          "value": 1.3746
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.245
      },
      "coherence_score": 1.3745832443237305,
      "coherence_diagnostics": {
        "tau": 1.3745832443237305,
        "grad_tau": 0.2836883068084717,
        "torsion": 0.0,
        "alignment": -1.048980474472046,
        "S_field": 0.5569554567337036,
        "Gamma_field": 0.2399267554283142,
        "S_over_Gamma": 2.3213562965393066,
        "Da": 13.857562065124512,
        "E_coh": 0.7121232748031616,
        "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": [
          [
            [
              -76.16,
              44.88
            ],
            [
              -76.08,
              44.88
            ],
            [
              -76.07,
              44.87
            ],
            [
              -76.05,
              44.87
            ],
            [
              -76.03,
              44.86
            ],
            [
              -76.03,
              44.83
            ],
            [
              -76.05,
              44.81
            ],
            [
              -76.15,
              44.81
            ],
            [
              -76.16,
              44.82
            ],
            [
              -76.16,
              44.88
            ]
          ]
        ]
      },
      "raw_probability": 0.245,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "911c5d7a4238256f5cc0e50b8343a996ea0687fdf9829151912455652e420bc7",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.245,
        "probability": 0.002213,
        "confidence_lo": 0.002184,
        "confidence_hi": 0.002213,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2d71639b488418953723f843a065a4ad54aa678f7e96cf3d0fad356c030d38d3",
        "signature": {
          "alg": "ed25519",
          "sig": "eaa0ec007a5e925c709c54719a104feb82846a2009d84102524c13ce5fb6dc35b76833cceb3c0e8f239cffb8a6c13b793576efb08d65dfcb04b196195115800d"
        }
      },
      "receipt_sha256": "2d71639b488418953723f843a065a4ad54aa678f7e96cf3d0fad356c030d38d3"
    },
    {
      "storm_id": "232413",
      "lat": 39.1889,
      "lon": -103.6083,
      "motion_east": 2.8,
      "motion_south": -10.0,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1328.0,
      "ebshear": 42.0,
      "srh01": 89.0,
      "maxllaz": 0.005,
      "mesh": 0.1,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 89.0
        },
        {
          "name": "hrrr_pwat",
          "value": 16.6052
        },
        {
          "name": "alignment",
          "value": -1.8017
        },
        {
          "name": "tau",
          "value": 0.5231
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2437
      },
      "coherence_score": 0.5231432914733887,
      "coherence_diagnostics": {
        "tau": 0.5231432914733887,
        "grad_tau": 0.01394667848944664,
        "torsion": 0.0,
        "alignment": -1.8016762733459473,
        "S_field": 0.25384217500686646,
        "Gamma_field": 0.25076010823249817,
        "S_over_Gamma": 1.0122909545898438,
        "Da": 15.48348331451416,
        "E_coh": 0.23566968739032745,
        "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": [
          [
            [
              -103.59,
              39.25
            ],
            [
              -103.53,
              39.25
            ],
            [
              -103.51,
              39.24
            ],
            [
              -103.5,
              39.22
            ],
            [
              -103.5,
              39.18
            ],
            [
              -103.54,
              39.15
            ],
            [
              -103.58,
              39.14
            ],
            [
              -103.59,
              39.13
            ],
            [
              -103.63,
              39.13
            ],
            [
              -103.64,
              39.12
            ],
            [
              -103.69,
              39.13
            ],
            [
              -103.7,
              39.14
            ],
            [
              -103.7,
              39.19
            ],
            [
              -103.69,
              39.21
            ],
            [
              -103.68,
              39.21
            ],
            [
              -103.66,
              39.23
            ],
            [
              -103.63,
              39.23
            ],
            [
              -103.59,
              39.25
            ]
          ]
        ]
      },
      "raw_probability": 0.2437,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "d1abfc75cd33e7231d8f882bcb97a11a4174323ca3beb4b3b5bf70b0e13d17c9",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.2437,
        "probability": 0.002213,
        "confidence_lo": 0.002184,
        "confidence_hi": 0.002213,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6fed59d7c446c8217bd4a83cb79c01bd1744287ab1b5f3502f9f55336c4976aa",
        "signature": {
          "alg": "ed25519",
          "sig": "451e786b3dd620bba376edc7ad0aaaae68a8fb1adda066ecb5cf96993848725e707a0ced72491c0b2c32afb24891ab2a2182f18809dd2323b25c597bc949830c"
        }
      },
      "receipt_sha256": "6fed59d7c446c8217bd4a83cb79c01bd1744287ab1b5f3502f9f55336c4976aa"
    },
    {
      "storm_id": "231861",
      "lat": 44.9346,
      "lon": -75.6462,
      "motion_east": 6.1,
      "motion_south": 2.0,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1086.0,
      "ebshear": 41.0,
      "srh01": 86.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 86.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.4802
        },
        {
          "name": "alignment",
          "value": -1.049
        },
        {
          "name": "tau",
          "value": 1.3746
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2431
      },
      "coherence_score": 1.3745832443237305,
      "coherence_diagnostics": {
        "tau": 1.3745832443237305,
        "grad_tau": 0.2836883068084717,
        "torsion": 0.0,
        "alignment": -1.048980474472046,
        "S_field": 0.5569554567337036,
        "Gamma_field": 0.2399267554283142,
        "S_over_Gamma": 2.3213562965393066,
        "Da": 13.857562065124512,
        "E_coh": 0.7121232748031616,
        "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": [
          [
            [
              -75.63,
              44.99
            ],
            [
              -75.6,
              44.99
            ],
            [
              -75.58,
              44.97
            ],
            [
              -75.58,
              44.92
            ],
            [
              -75.59,
              44.9
            ],
            [
              -75.61,
              44.9
            ],
            [
              -75.65,
              44.87
            ],
            [
              -75.71,
              44.87
            ],
            [
              -75.73,
              44.89
            ],
            [
              -75.73,
              44.94
            ],
            [
              -75.69,
              44.95
            ],
            [
              -75.67,
              44.97
            ],
            [
              -75.63,
              44.99
            ]
          ]
        ]
      },
      "raw_probability": 0.2431,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "1c2197a13eedeb973d5ffb7ee13bd60e531639352a92a39001c8ede032d8c86c",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.2431,
        "probability": 0.002213,
        "confidence_lo": 0.002184,
        "confidence_hi": 0.002213,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5fd7f463fa2f0391ef7cf56b4d5e9debfa4d43783c9c1cc25c3f306e97731c55",
        "signature": {
          "alg": "ed25519",
          "sig": "934e105748211c2456f42924c6e4e00b371cadb2d10bcfc21de5f0639a30187fecb2fb1d196d296e5f051df941fbeffab8876d5f2411644ea81983fbe0158f09"
        }
      },
      "receipt_sha256": "5fd7f463fa2f0391ef7cf56b4d5e9debfa4d43783c9c1cc25c3f306e97731c55"
    },
    {
      "storm_id": "233052",
      "lat": 34.5273,
      "lon": -86.5855,
      "motion_east": 6.0,
      "motion_south": 1.6,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2488.0,
      "ebshear": 25.0,
      "srh01": 59.0,
      "maxllaz": 0.004,
      "mesh": 0.19,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 59.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.6052
        },
        {
          "name": "alignment",
          "value": 4.9578
        },
        {
          "name": "tau",
          "value": 2.0942
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2395
      },
      "coherence_score": 2.094174861907959,
      "coherence_diagnostics": {
        "tau": 2.094174861907959,
        "grad_tau": 0.3126116693019867,
        "torsion": 0.0,
        "alignment": 4.957789421081543,
        "S_field": 0.6869910955429077,
        "Gamma_field": 0.3457601070404053,
        "S_over_Gamma": 1.9869009256362915,
        "Da": 22.203269958496094,
        "E_coh": 0.7544043064117432,
        "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": [
          [
            [
              -86.59,
              34.56
            ],
            [
              -86.58,
              34.55
            ],
            [
              -86.56,
              34.55
            ],
            [
              -86.55,
              34.53
            ],
            [
              -86.55,
              34.5
            ],
            [
              -86.57,
              34.48
            ],
            [
              -86.6,
              34.48
            ],
            [
              -86.62,
              34.51
            ],
            [
              -86.62,
              34.54
            ],
            [
              -86.61,
              34.54
            ],
            [
              -86.59,
              34.56
            ]
          ]
        ]
      },
      "raw_probability": 0.2395,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "fa826ce36d5e8cb66eea6a7d704b55cbf8bb8d674d3ed86985445e015fdd7803",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.2395,
        "probability": 0.002213,
        "confidence_lo": 0.002184,
        "confidence_hi": 0.002213,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8e67a0dcb6e7436c20208ec8b7da60228cbf18e199a3f6803bd60332336fab3f",
        "signature": {
          "alg": "ed25519",
          "sig": "db1878dcad1a4a5cfc2f03f7d20e5bc7409586036361cc53b763aef30006e688f1efeec7aaed6e3e7debeecaedadd2e702a5ba2a765292cb6075c6c683f8160c"
        }
      },
      "receipt_sha256": "8e67a0dcb6e7436c20208ec8b7da60228cbf18e199a3f6803bd60332336fab3f"
    },
    {
      "storm_id": "233216",
      "lat": 44.7635,
      "lon": -75.7195,
      "motion_east": 6.0,
      "motion_south": 1.7,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1176.0,
      "ebshear": 41.0,
      "srh01": 83.0,
      "maxllaz": 0.003,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 83.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.4802
        },
        {
          "name": "alignment",
          "value": -1.049
        },
        {
          "name": "tau",
          "value": 1.3746
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.238
      },
      "coherence_score": 1.3745832443237305,
      "coherence_diagnostics": {
        "tau": 1.3745832443237305,
        "grad_tau": 0.2836883068084717,
        "torsion": 0.0,
        "alignment": -1.048980474472046,
        "S_field": 0.5569554567337036,
        "Gamma_field": 0.2399267554283142,
        "S_over_Gamma": 2.3213562965393066,
        "Da": 13.857562065124512,
        "E_coh": 0.7121232748031616,
        "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": [
          [
            [
              -75.82,
              44.83
            ],
            [
              -75.77,
              44.82
            ],
            [
              -75.73,
              44.79
            ],
            [
              -75.65,
              44.79
            ],
            [
              -75.63,
              44.78
            ],
            [
              -75.62,
              44.77
            ],
            [
              -75.63,
              44.76
            ],
            [
              -75.63,
              44.74
            ],
            [
              -75.61,
              44.72
            ],
            [
              -75.61,
              44.71
            ],
            [
              -75.68,
              44.71
            ],
            [
              -75.69,
              44.72
            ],
            [
              -75.68,
              44.74
            ],
            [
              -75.7,
              44.76
            ],
            [
              -75.75,
              44.76
            ],
            [
              -75.78,
              44.74
            ],
            [
              -75.86,
              44.74
            ],
            [
              -75.87,
              44.78
            ],
            [
              -75.86,
              44.78
            ],
            [
              -75.82,
              44.83
            ]
          ]
        ]
      },
      "raw_probability": 0.238,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "813c4ff5d29d93de802a6fafa1b5de539c86bd8b711d8d3be40f84fee6a928a2",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.238,
        "probability": 0.002213,
        "confidence_lo": 0.002184,
        "confidence_hi": 0.002213,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "25f30afe433a3dabed15a17fc08c1e30572a354ba2a579efde556623b7c0772c",
        "signature": {
          "alg": "ed25519",
          "sig": "bfb69d281a447006d704056562fa22c5f745cb17f2c56009ee1d61043372bfc95ae8111c5c0a74d75e6fc1e16488da96c67932f4d2681b177ca0bf989cf0bf04"
        }
      },
      "receipt_sha256": "25f30afe433a3dabed15a17fc08c1e30572a354ba2a579efde556623b7c0772c"
    },
    {
      "storm_id": "233031",
      "lat": 35.49,
      "lon": -83.75,
      "motion_east": 6.0,
      "motion_south": 1.6,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 947.0,
      "ebshear": 31.0,
      "srh01": 52.0,
      "maxllaz": 0.002,
      "mesh": 0.06,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 52.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.6052
        },
        {
          "name": "alignment",
          "value": 3.7681
        },
        {
          "name": "tau",
          "value": 3.129
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2361
      },
      "coherence_score": 3.1290392875671387,
      "coherence_diagnostics": {
        "tau": 3.1290392875671387,
        "grad_tau": 0.1745416522026062,
        "torsion": 0.0,
        "alignment": 3.768080472946167,
        "S_field": 1.2987233400344849,
        "Gamma_field": 0.22992676496505737,
        "S_over_Gamma": 5.648421764373779,
        "Da": 14.738761901855469,
        "E_coh": 0.8788937330245972,
        "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": [
          [
            [
              -83.78,
              35.52
            ],
            [
              -83.73,
              35.52
            ],
            [
              -83.71,
              35.51
            ],
            [
              -83.71,
              35.45
            ],
            [
              -83.76,
              35.45
            ],
            [
              -83.78,
              35.46
            ],
            [
              -83.78,
              35.52
            ]
          ]
        ]
      },
      "raw_probability": 0.2361,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "69117db7c8a89034d1dd3c4a8bd8a45ed0c8f851cc8244e27d34707af9e933be",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.2361,
        "probability": 0.002213,
        "confidence_lo": 0.002184,
        "confidence_hi": 0.002213,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b476785f4c5e331a5de1aa5e7cf13a57271f0f27582a484725a89df43f6787d7",
        "signature": {
          "alg": "ed25519",
          "sig": "6831ea91e24f0e3bb585aa9d279bd4d2e5d8251beb63a939c114d806e3dc6797d92de15155b54ecb9bd5fbdbf3e60fffc55a88c5465d3088ba6ec6db033c4705"
        }
      },
      "receipt_sha256": "b476785f4c5e331a5de1aa5e7cf13a57271f0f27582a484725a89df43f6787d7"
    },
    {
      "storm_id": "232758",
      "lat": 36.194,
      "lon": -82.756,
      "motion_east": 7.3,
      "motion_south": 6.8,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2387.0,
      "ebshear": 32.0,
      "srh01": 43.0,
      "maxllaz": 0.003,
      "mesh": 0.14,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 43.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.2302
        },
        {
          "name": "alignment",
          "value": -0.1638
        },
        {
          "name": "tau",
          "value": 2.6738
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2344
      },
      "coherence_score": 2.6737685203552246,
      "coherence_diagnostics": {
        "tau": 2.6737685203552246,
        "grad_tau": 0.6361297965049744,
        "torsion": 0.0,
        "alignment": -0.16381323337554932,
        "S_field": 1.2015697956085205,
        "Gamma_field": 0.2832601070404053,
        "S_over_Gamma": 4.241930961608887,
        "Da": 17.774070739746094,
        "E_coh": 0.9082830548286438,
        "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": [
          [
            [
              -82.8,
              36.26
            ],
            [
              -82.74,
              36.26
            ],
            [
              -82.72,
              36.24
            ],
            [
              -82.68,
              36.23
            ],
            [
              -82.64,
              36.19
            ],
            [
              -82.64,
              36.14
            ],
            [
              -82.68,
              36.11
            ],
            [
              -82.76,
              36.12
            ],
            [
              -82.77,
              36.13
            ],
            [
              -82.81,
              36.14
            ],
            [
              -82.83,
              36.16
            ],
            [
              -82.83,
              36.21
            ],
            [
              -82.82,
              36.22
            ],
            [
              -82.82,
              36.24
            ],
            [
              -82.8,
              36.26
            ]
          ]
        ]
      },
      "raw_probability": 0.2344,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "c5a4ae8e10ff4824711ce7dc5b759e9dd379fbaf489b68ff1a445338a1b37ca6",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.2344,
        "probability": 0.002213,
        "confidence_lo": 0.002184,
        "confidence_hi": 0.002213,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "fce9f0ff785092698fef96a7f25bbc2c1ea2f3fc0aa38f3005b6e08600ca2c55",
        "signature": {
          "alg": "ed25519",
          "sig": "5c2c0ddd1d44153baa80d02abc9944a50ca461c509a9c99b30b76860e45e76f71c499ce9fd56406009bd034d49e65786c5bfd824d1323bb1acd7305eef4ac00b"
        }
      },
      "receipt_sha256": "fce9f0ff785092698fef96a7f25bbc2c1ea2f3fc0aa38f3005b6e08600ca2c55"
    },
    {
      "storm_id": "233050",
      "lat": 40.9996,
      "lon": -101.004,
      "motion_east": 10.8,
      "motion_south": -9.0,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3294.0,
      "ebshear": 55.0,
      "srh01": 124.0,
      "maxllaz": 0.003,
      "mesh": 0.42,
      "flash_rate": 57.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 124.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.2302
        },
        {
          "name": "alignment",
          "value": 0.585
        },
        {
          "name": "tau",
          "value": 0.4506
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2311
      },
      "coherence_score": 0.45056429505348206,
      "coherence_diagnostics": {
        "tau": 0.45056429505348206,
        "grad_tau": 0.05271194875240326,
        "torsion": 0.0,
        "alignment": 0.5850381851196289,
        "S_field": 0.2651527523994446,
        "Gamma_field": 0.9699268341064453,
        "S_over_Gamma": 0.27337396144866943,
        "Da": 57.10166931152344,
        "E_coh": 0.5035815834999084,
        "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": [
          [
            [
              -100.9,
              41.14
            ],
            [
              -100.87,
              41.14
            ],
            [
              -100.84,
              41.11
            ],
            [
              -100.85,
              41.06
            ],
            [
              -100.87,
              41.04
            ],
            [
              -100.89,
              41.0
            ],
            [
              -100.94,
              40.96
            ],
            [
              -100.98,
              40.95
            ],
            [
              -101.03,
              40.9
            ],
            [
              -101.03,
              40.89
            ],
            [
              -101.06,
              40.85
            ],
            [
              -101.08,
              40.85
            ],
            [
              -101.09,
              40.84
            ],
            [
              -101.12,
              40.85
            ],
            [
              -101.14,
              40.87
            ],
            [
              -101.14,
              40.91
            ],
            [
              -101.1,
              40.95
            ],
            [
              -101.1,
              41.02
            ],
            [
              -101.06,
              41.07
            ],
            [
              -101.06,
              41.09
            ],
            [
              -101.05,
              41.1
            ],
            [
              -101.02,
              41.1
            ],
            [
              -101.0,
              41.08
            ],
            [
              -100.98,
              41.08
            ],
            [
              -100.9,
              41.14
            ]
          ]
        ]
      },
      "raw_probability": 0.2311,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "5107181f4499131be43d8493f70b49b6c40a9692d0a0424bc3c039470a7c9c7a",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.2311,
        "probability": 0.002213,
        "confidence_lo": 0.002184,
        "confidence_hi": 0.002213,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "56a6e506461eb6939b42415b1217b4cadfd57e48c0e87c6fd6c889fe31744965",
        "signature": {
          "alg": "ed25519",
          "sig": "b502de562a09e0bc4c43960c62ba401ad319dc0ae7d0e05285d976671915c986b3bbb676ea89f29b290574ffde353ca6308e15b1df4c6ea97214ac45d2115805"
        }
      },
      "receipt_sha256": "56a6e506461eb6939b42415b1217b4cadfd57e48c0e87c6fd6c889fe31744965"
    },
    {
      "storm_id": "233049",
      "lat": 41.5589,
      "lon": -101.0211,
      "motion_east": 10.0,
      "motion_south": -5.0,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2468.0,
      "ebshear": 52.0,
      "srh01": 122.0,
      "maxllaz": 0.005,
      "mesh": 0.27,
      "flash_rate": 10.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 122.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.2302
        },
        {
          "name": "alignment",
          "value": 0.585
        },
        {
          "name": "tau",
          "value": 0.4506
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2215
      },
      "coherence_score": 0.45056429505348206,
      "coherence_diagnostics": {
        "tau": 0.45056429505348206,
        "grad_tau": 0.05271194875240326,
        "torsion": 0.0,
        "alignment": 0.5850381851196289,
        "S_field": 0.2651527523994446,
        "Gamma_field": 0.9699268341064453,
        "S_over_Gamma": 0.27337396144866943,
        "Da": 57.10166931152344,
        "E_coh": 0.5035815834999084,
        "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": [
          [
            [
              -101.04,
              41.59
            ],
            [
              -100.99,
              41.59
            ],
            [
              -100.98,
              41.58
            ],
            [
              -100.98,
              41.54
            ],
            [
              -101.0,
              41.52
            ],
            [
              -101.04,
              41.52
            ],
            [
              -101.06,
              41.53
            ],
            [
              -101.06,
              41.57
            ],
            [
              -101.04,
              41.59
            ]
          ]
        ]
      },
      "raw_probability": 0.2215,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "8f43b028eb0a2d9e5264dc548429ebe38a8dde2bea0623251d073c63c6c26810",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.2215,
        "probability": 0.002213,
        "confidence_lo": 0.002184,
        "confidence_hi": 0.002213,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d48fd1736ed666ecc5125d8cea9651c44e514b8aaacec581e439f3f0d79f1c7a",
        "signature": {
          "alg": "ed25519",
          "sig": "37e34f962d27833d40468583cb9f5361e9afeac00f78d0d38f7ee636971327abf3a8804babcbc57b4653bf3e6fe0e88a1842da6a9c69280692265935c22a2901"
        }
      },
      "receipt_sha256": "d48fd1736ed666ecc5125d8cea9651c44e514b8aaacec581e439f3f0d79f1c7a"
    },
    {
      "storm_id": "232476",
      "lat": 41.71,
      "lon": -73.2318,
      "motion_east": 8.2,
      "motion_south": 5.9,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 815.0,
      "ebshear": 37.0,
      "srh01": 60.0,
      "maxllaz": 0.003,
      "mesh": 0.39,
      "flash_rate": 8.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 60.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.4802
        },
        {
          "name": "alignment",
          "value": -3.2144
        },
        {
          "name": "tau",
          "value": 0.9766
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2169
      },
      "coherence_score": 0.9765979051589966,
      "coherence_diagnostics": {
        "tau": 0.9765979051589966,
        "grad_tau": 0.25055578351020813,
        "torsion": 0.0,
        "alignment": -3.214435577392578,
        "S_field": 0.4863256514072418,
        "Gamma_field": 0.32659342885017395,
        "S_over_Gamma": 1.4890857934951782,
        "Da": 18.965389251708984,
        "E_coh": 0.857068657875061,
        "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": [
          [
            [
              -73.32,
              41.75
            ],
            [
              -73.11,
              41.75
            ],
            [
              -73.1,
              41.74
            ],
            [
              -73.1,
              41.7
            ],
            [
              -73.12,
              41.68
            ],
            [
              -73.23,
              41.68
            ],
            [
              -73.24,
              41.67
            ],
            [
              -73.33,
              41.67
            ],
            [
              -73.34,
              41.69
            ],
            [
              -73.34,
              41.73
            ],
            [
              -73.32,
              41.75
            ]
          ]
        ]
      },
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "a4a13bf371ecc887422ceb97efdadb7e79941b034c741df409bb8ad7ecbf4236",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.2169,
        "probability": 0.002213,
        "confidence_lo": 0.002184,
        "confidence_hi": 0.002213,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a9a8fee5c2069b09a97437036acf8c91d140a337f0c8a84b8416f19f0e148a30",
        "signature": {
          "alg": "ed25519",
          "sig": "d5b77f4bdd8516890745713ff1a951570dd823a9e260586eae54e73968a5a1992e69435f24d831969926d174a689fb6345beba97e101e24444bc5c609ff3600a"
        }
      },
      "receipt_sha256": "a9a8fee5c2069b09a97437036acf8c91d140a337f0c8a84b8416f19f0e148a30"
    },
    {
      "storm_id": "232549",
      "lat": 43.8222,
      "lon": -100.6774,
      "motion_east": 9.7,
      "motion_south": 1.7,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 314.0,
      "ebshear": 51.0,
      "srh01": 66.0,
      "maxllaz": 0.007,
      "mesh": 1.34,
      "flash_rate": 56.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 66.0
        },
        {
          "name": "hrrr_pwat",
          "value": 28.2302
        },
        {
          "name": "alignment",
          "value": 0.1147
        },
        {
          "name": "tau",
          "value": 0.7006
        },
        {
          "name": "maxllaz",
          "value": 0.007
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2037
      },
      "coherence_score": 0.7006485462188721,
      "coherence_diagnostics": {
        "tau": 0.7006485462188721,
        "grad_tau": 0.09782540798187256,
        "torsion": 0.0,
        "alignment": 0.11473549157381058,
        "S_field": 0.17348863184452057,
        "Gamma_field": 0.18242675065994263,
        "S_over_Gamma": 0.9510043263435364,
        "Da": 11.080611228942871,
        "E_coh": 0.5249011516571045,
        "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": [
          [
            [
              -100.63,
              43.91
            ],
            [
              -100.55,
              43.91
            ],
            [
              -100.54,
              43.9
            ],
            [
              -100.54,
              43.84
            ],
            [
              -100.58,
              43.8
            ],
            [
              -100.58,
              43.78
            ],
            [
              -100.64,
              43.72
            ],
            [
              -100.66,
              43.72
            ],
            [
              -100.7,
              43.69
            ],
            [
              -100.75,
              43.7
            ],
            [
              -100.78,
              43.73
            ],
            [
              -100.78,
              43.76
            ],
            [
              -100.79,
              43.77
            ],
            [
              -100.78,
              43.78
            ],
            [
              -100.78,
              43.82
            ],
            [
              -100.77,
              43.84
            ],
            [
              -100.74,
              43.87
            ],
            [
              -100.7,
              43.88
            ],
            [
              -100.69,
              43.89
            ],
            [
              -100.67,
              43.89
            ],
            [
              -100.66,
              43.9
            ],
            [
              -100.64,
              43.9
            ],
            [
              -100.63,
              43.91
            ]
          ]
        ]
      },
      "raw_probability": 0.2037,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "6f3d0ea3f881364f766ed03548e37f38a396a52b9f1054a40a3eb54330e5ed09",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.2037,
        "probability": 0.002213,
        "confidence_lo": 0.002184,
        "confidence_hi": 0.002213,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c6e0df493eb19a4ff0667abbafa10107cb2a8e8da981f848541ca66e5a7a644c",
        "signature": {
          "alg": "ed25519",
          "sig": "a810eb07c64bd925b58d83e2e5b5b9e9cbc612894562e50f64e327b6434fb090c0e66df07b9149dd3f95936c5ff0867a27fc333fc2ba87cd35ac5e060892f102"
        }
      },
      "receipt_sha256": "c6e0df493eb19a4ff0667abbafa10107cb2a8e8da981f848541ca66e5a7a644c"
    },
    {
      "storm_id": "233027",
      "lat": 41.4754,
      "lon": -100.6231,
      "motion_east": 10.4,
      "motion_south": -6.0,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2907.0,
      "ebshear": 51.0,
      "srh01": 84.0,
      "maxllaz": 0.004,
      "mesh": 0.27,
      "flash_rate": 11.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 84.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.2302
        },
        {
          "name": "alignment",
          "value": 0.585
        },
        {
          "name": "tau",
          "value": 0.4506
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2035
      },
      "coherence_score": 0.45056429505348206,
      "coherence_diagnostics": {
        "tau": 0.45056429505348206,
        "grad_tau": 0.05271194875240326,
        "torsion": 0.0,
        "alignment": 0.5850381851196289,
        "S_field": 0.2651527523994446,
        "Gamma_field": 0.9699268341064453,
        "S_over_Gamma": 0.27337396144866943,
        "Da": 57.10166931152344,
        "E_coh": 0.5035815834999084,
        "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": [
          [
            [
              -100.61,
              41.69
            ],
            [
              -100.59,
              41.69
            ],
            [
              -100.55,
              41.67
            ],
            [
              -100.53,
              41.65
            ],
            [
              -100.52,
              41.63
            ],
            [
              -100.52,
              41.59
            ],
            [
              -100.54,
              41.56
            ],
            [
              -100.54,
              41.54
            ],
            [
              -100.57,
              41.5
            ],
            [
              -100.57,
              41.47
            ],
            [
              -100.59,
              41.45
            ],
            [
              -100.59,
              41.34
            ],
            [
              -100.62,
              41.3
            ],
            [
              -100.63,
              41.25
            ],
            [
              -100.66,
              41.23
            ],
            [
              -100.69,
              41.23
            ],
            [
              -100.72,
              41.26
            ],
            [
              -100.73,
              41.32
            ],
            [
              -100.72,
              41.33
            ],
            [
              -100.72,
              41.36
            ],
            [
              -100.7,
              41.4
            ],
            [
              -100.7,
              41.47
            ],
            [
              -100.67,
              41.53
            ],
            [
              -100.65,
              41.55
            ],
            [
              -100.66,
              41.66
            ],
            [
              -100.61,
              41.69
            ]
          ]
        ]
      },
      "raw_probability": 0.2035,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "232202d6a972b58c92b45995a0b0a36ffa310d247ae6138bc5a235a8c8c033c0",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.2035,
        "probability": 0.002213,
        "confidence_lo": 0.002184,
        "confidence_hi": 0.002213,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "12b68d3fe95db76e9e856f889330781f1c6a0ecbf1eb36ce6fb0d9b580138854",
        "signature": {
          "alg": "ed25519",
          "sig": "e7444ca4eb9d208a072259db16468be96f275ee55daf2a7b42429ecb307ee265cb802f9bab43c7d4ddbcd000825bc898439227be05e939f813cc2fc2347f6800"
        }
      },
      "receipt_sha256": "12b68d3fe95db76e9e856f889330781f1c6a0ecbf1eb36ce6fb0d9b580138854"
    },
    {
      "storm_id": "233269",
      "lat": 42.8389,
      "lon": -101.5511,
      "motion_east": 8.9,
      "motion_south": -3.0,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 513.0,
      "ebshear": 36.0,
      "srh01": 143.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 143.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.8552
        },
        {
          "name": "alignment",
          "value": -1.5156
        },
        {
          "name": "tau",
          "value": 0.5663
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2017
      },
      "coherence_score": 0.5663324594497681,
      "coherence_diagnostics": {
        "tau": 0.5663324594497681,
        "grad_tau": 0.02381388284265995,
        "torsion": 0.0,
        "alignment": -1.5155646800994873,
        "S_field": 0.240350604057312,
        "Gamma_field": 0.26909345388412476,
        "S_over_Gamma": 0.8931863903999329,
        "Da": 16.425457000732422,
        "E_coh": 0.4043899476528168,
        "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": [
          [
            [
              -101.56,
              42.87
            ],
            [
              -101.51,
              42.87
            ],
            [
              -101.51,
              42.84
            ],
            [
              -101.53,
              42.81
            ],
            [
              -101.57,
              42.8
            ],
            [
              -101.58,
              42.81
            ],
            [
              -101.58,
              42.83
            ],
            [
              -101.56,
              42.85
            ],
            [
              -101.56,
              42.87
            ]
          ]
        ]
      },
      "raw_probability": 0.2017,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "a8010799536fe0d1a3c097046957e160a101a1168f51f5dd7fbcc6c602fec15c",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.2017,
        "probability": 0.002213,
        "confidence_lo": 0.002184,
        "confidence_hi": 0.002213,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "bd092b0787cdbe131a1fd2de8a45259dbe35470d06ddb4d534578a330b95549a",
        "signature": {
          "alg": "ed25519",
          "sig": "994db87ae8912270428e3852c8ddb82982f79f9abfb382e73932da4a2e559c0e7810bd1f81bc7571f5b393ba9149825b394e0b2028c9e5e225352aaf0668030b"
        }
      },
      "receipt_sha256": "bd092b0787cdbe131a1fd2de8a45259dbe35470d06ddb4d534578a330b95549a"
    },
    {
      "storm_id": "232976",
      "lat": 33.4938,
      "lon": -114.0595,
      "motion_east": 2.5,
      "motion_south": -7.0,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2247.0,
      "ebshear": 28.0,
      "srh01": 136.0,
      "maxllaz": 0.006,
      "mesh": 0.58,
      "flash_rate": 13.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 136.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.1052
        },
        {
          "name": "alignment",
          "value": -3.3534
        },
        {
          "name": "tau",
          "value": 0.4771
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.188
      },
      "coherence_score": 0.4770981967449188,
      "coherence_diagnostics": {
        "tau": 0.4770981967449188,
        "grad_tau": 0.053108226507902145,
        "torsion": 0.0,
        "alignment": -3.353370428085327,
        "S_field": 0.10833940654993057,
        "Gamma_field": 0.3115934431552887,
        "S_over_Gamma": 0.3476947546005249,
        "Da": 18.26548957824707,
        "E_coh": 0.5488021969795227,
        "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": [
          [
            [
              -114.05,
              33.6
            ],
            [
              -114.01,
              33.6
            ],
            [
              -113.99,
              33.58
            ],
            [
              -113.99,
              33.56
            ],
            [
              -114.0,
              33.55
            ],
            [
              -114.0,
              33.53
            ],
            [
              -114.03,
              33.5
            ],
            [
              -114.03,
              33.45
            ],
            [
              -114.04,
              33.44
            ],
            [
              -114.05,
              33.39
            ],
            [
              -114.07,
              33.37
            ],
            [
              -114.1,
              33.37
            ],
            [
              -114.12,
              33.36
            ],
            [
              -114.14,
              33.38
            ],
            [
              -114.14,
              33.44
            ],
            [
              -114.12,
              33.47
            ],
            [
              -114.12,
              33.49
            ],
            [
              -114.08,
              33.53
            ],
            [
              -114.06,
              33.57
            ],
            [
              -114.06,
              33.59
            ],
            [
              -114.05,
              33.6
            ]
          ]
        ]
      },
      "raw_probability": 0.188,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "5c2acea768756fc3731e5e15ff3b8bdee92c54cdfd12f8d50935bb89ebf89de0",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.188,
        "probability": 0.002213,
        "confidence_lo": 0.002184,
        "confidence_hi": 0.002213,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6745951ce62aa8d128c85c88a6d016452d7145cfcf581c9d8da0e5d6b8993d07",
        "signature": {
          "alg": "ed25519",
          "sig": "d2c376d3e77fd66f860d02037f0627144a15803688d86a07e800ebcb2d731c6b0e326db991f2e7a07faed2470057d74d841da5a9e082ccac8c8045f27420e70b"
        }
      },
      "receipt_sha256": "6745951ce62aa8d128c85c88a6d016452d7145cfcf581c9d8da0e5d6b8993d07"
    },
    {
      "storm_id": "231551",
      "lat": 42.0064,
      "lon": -101.227,
      "motion_east": 9.7,
      "motion_south": -5.0,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2479.0,
      "ebshear": 49.0,
      "srh01": 137.0,
      "maxllaz": 0.017,
      "mesh": 1.08,
      "flash_rate": 153.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 137.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.4802
        },
        {
          "name": "alignment",
          "value": -1.6149
        },
        {
          "name": "tau",
          "value": 0.5197
        },
        {
          "name": "maxllaz",
          "value": 0.017
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1874
      },
      "coherence_score": 0.5197401642799377,
      "coherence_diagnostics": {
        "tau": 0.5197401642799377,
        "grad_tau": 0.06675795465707779,
        "torsion": 0.0,
        "alignment": -1.6149442195892334,
        "S_field": 0.2954253554344177,
        "Gamma_field": 0.7115934491157532,
        "S_over_Gamma": 0.41516029834747314,
        "Da": 44.13988494873047,
        "E_coh": 0.25373369455337524,
        "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": 6,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -101.39,
              42.42
            ],
            [
              -101.33,
              42.42
            ],
            [
              -101.29,
              42.4
            ],
            [
              -101.24,
              42.35
            ],
            [
              -101.24,
              42.21
            ],
            [
              -101.23,
              42.2
            ],
            [
              -101.23,
              42.15
            ],
            [
              -101.22,
              42.14
            ],
            [
              -101.22,
              42.12
            ],
            [
              -101.06,
              41.95
            ],
            [
              -101.06,
              41.88
            ],
            [
              -101.03,
              41.85
            ],
            [
              -101.01,
              41.86
            ],
            [
              -100.99,
              41.86
            ],
            [
              -100.98,
              41.85
            ],
            [
              -100.98,
              41.82
            ],
            [
              -100.99,
              41.81
            ],
            [
              -100.99,
              41.72
            ],
            [
              -101.02,
              41.66
            ],
            [
              -101.05,
              41.64
            ],
            [
              -101.08,
              41.64
            ],
            [
              -101.12,
              41.66
            ],
            [
              -101.15,
              41.66
            ],
            [
              -101.16,
              41.65
            ],
            [
              -101.21,
              41.65
            ],
            [
              -101.25,
              41.68
            ],
            [
              -101.25,
              41.72
            ],
            [
              -101.21,
              41.77
            ],
            [
              -101.2,
              41.88
            ],
            [
              -101.27,
              41.95
            ],
            [
              -101.34,
              41.98
            ],
            [
              -101.38,
              42.01
            ],
            [
              -101.4,
              42.01
            ],
            [
              -101.42,
              42.03
            ],
            [
              -101.42,
              42.13
            ],
            [
              -101.44,
              42.15
            ],
            [
              -101.44,
              42.2
            ],
            [
              -101.41,
              42.23
            ],
            [
              -101.38,
              42.24
            ],
            [
              -101.35,
              42.27
            ],
            [
              -101.35,
              42.28
            ],
            [
              -101.41,
              42.36
            ],
            [
              -101.41,
              42.4
            ],
            [
              -101.39,
              42.42
            ]
          ]
        ]
      },
      "raw_probability": 0.1874,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "fa30e4efcf113b7371becebd30893871ca4bf9ed109125d7e48c4e802021743d",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.1874,
        "probability": 0.002213,
        "confidence_lo": 0.002184,
        "confidence_hi": 0.002213,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b07ac861f49c37b34ce2380ee4201bd4617706a1577967dc5e6ada0333959ad9",
        "signature": {
          "alg": "ed25519",
          "sig": "cf9012236b833f393c5b3469c9513fc180d8d57876fbf571a5aff1daf0a045f5f1739f572b8341e4efdc62a9d642651eb175a8f0291aa756eefaccc68a0f4300"
        }
      },
      "receipt_sha256": "b07ac861f49c37b34ce2380ee4201bd4617706a1577967dc5e6ada0333959ad9"
    },
    {
      "storm_id": "233113",
      "lat": 36.1348,
      "lon": -115.6867,
      "motion_east": 8.2,
      "motion_south": -4.0,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 682.0,
      "ebshear": 16.0,
      "srh01": 98.0,
      "maxllaz": 0.002,
      "mesh": 0.08,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 98.0
        },
        {
          "name": "hrrr_pwat",
          "value": 25.6052
        },
        {
          "name": "alignment",
          "value": -5.547
        },
        {
          "name": "tau",
          "value": 0.2736
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1831
      },
      "coherence_score": 0.27361705899238586,
      "coherence_diagnostics": {
        "tau": 0.27361705899238586,
        "grad_tau": 0.06044584512710571,
        "torsion": 0.0,
        "alignment": -5.547016143798828,
        "S_field": 0.18293476104736328,
        "Gamma_field": 1.3532600402832031,
        "S_over_Gamma": 0.1351807862520218,
        "Da": 80.96314239501953,
        "E_coh": 0.3198675513267517,
        "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": [
          [
            [
              -115.68,
              36.24
            ],
            [
              -115.64,
              36.24
            ],
            [
              -115.6,
              36.21
            ],
            [
              -115.57,
              36.15
            ],
            [
              -115.57,
              36.1
            ],
            [
              -115.58,
              36.08
            ],
            [
              -115.59,
              36.07
            ],
            [
              -115.62,
              36.07
            ],
            [
              -115.63,
              36.09
            ],
            [
              -115.63,
              36.12
            ],
            [
              -115.66,
              36.16
            ],
            [
              -115.68,
              36.16
            ],
            [
              -115.69,
              36.15
            ],
            [
              -115.7,
              36.11
            ],
            [
              -115.72,
              36.09
            ],
            [
              -115.72,
              36.08
            ],
            [
              -115.74,
              36.07
            ],
            [
              -115.77,
              36.07
            ],
            [
              -115.79,
              36.08
            ],
            [
              -115.8,
              36.09
            ],
            [
              -115.79,
              36.1
            ],
            [
              -115.79,
              36.12
            ],
            [
              -115.77,
              36.16
            ],
            [
              -115.73,
              36.17
            ],
            [
              -115.7,
              36.2
            ],
            [
              -115.7,
              36.22
            ],
            [
              -115.68,
              36.24
            ]
          ]
        ]
      },
      "raw_probability": 0.1831,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "c93daec99baaf335f50fe06cd2be3fde90b2336743dbddd81079a9a76d636ee3",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.1831,
        "probability": 0.002213,
        "confidence_lo": 0.002184,
        "confidence_hi": 0.002213,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "15c4325934bfd759e1b67e6cd6a64b8b40bacc85dc598b599e73e244afcb4fe9",
        "signature": {
          "alg": "ed25519",
          "sig": "ba14531b1a98ff570c9ea74f9bc7eb25beada69fac071290f2910367107435f7b14369b03bcc9f772d3520bd1b6ab8d4640a63079b8a88f084a3a423a35d8508"
        }
      },
      "receipt_sha256": "15c4325934bfd759e1b67e6cd6a64b8b40bacc85dc598b599e73e244afcb4fe9"
    },
    {
      "storm_id": "232795",
      "lat": 45.4456,
      "lon": -74.84,
      "motion_east": 6.8,
      "motion_south": 7.0,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 697.0,
      "ebshear": 39.0,
      "srh01": 30.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 30.0
        },
        {
          "name": "hrrr_pwat",
          "value": 30.6052
        },
        {
          "name": "alignment",
          "value": -2.9984
        },
        {
          "name": "tau",
          "value": 1.1042
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.179
      },
      "coherence_score": 1.1042293310165405,
      "coherence_diagnostics": {
        "tau": 1.1042293310165405,
        "grad_tau": 0.21049074828624725,
        "torsion": 0.0,
        "alignment": -2.9984052181243896,
        "S_field": 0.2869042754173279,
        "Gamma_field": 0.17159342765808105,
        "S_over_Gamma": 1.6720004081726074,
        "Da": 10.196917533874512,
        "E_coh": 0.4079363942146301,
        "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": [
          [
            [
              -74.91,
              45.57
            ],
            [
              -74.81,
              45.57
            ],
            [
              -74.79,
              45.55
            ],
            [
              -74.76,
              45.54
            ],
            [
              -74.76,
              45.52
            ],
            [
              -74.72,
              45.49
            ],
            [
              -74.68,
              45.49
            ],
            [
              -74.66,
              45.48
            ],
            [
              -74.65,
              45.42
            ],
            [
              -74.68,
              45.41
            ],
            [
              -74.7,
              45.39
            ],
            [
              -74.7,
              45.37
            ],
            [
              -74.74,
              45.33
            ],
            [
              -74.76,
              45.33
            ],
            [
              -74.77,
              45.32
            ],
            [
              -74.91,
              45.32
            ],
            [
              -74.92,
              45.31
            ],
            [
              -75.06,
              45.38
            ],
            [
              -75.08,
              45.42
            ],
            [
              -75.08,
              45.44
            ],
            [
              -75.06,
              45.46
            ],
            [
              -74.98,
              45.46
            ],
            [
              -74.96,
              45.48
            ],
            [
              -74.95,
              45.52
            ],
            [
              -74.91,
              45.57
            ]
          ]
        ]
      },
      "raw_probability": 0.179,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "3a1104834706e5f4362a0664f5ae48aa5da3c465acd186c88ed9d86dd364207e",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.179,
        "probability": 0.002213,
        "confidence_lo": 0.002184,
        "confidence_hi": 0.002213,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ada9ae85cb75d54cfdc4fa1202184acc9597478a3323a4bf53c1a5ca03984ee1",
        "signature": {
          "alg": "ed25519",
          "sig": "21de471f12af9ea9dcea6222a6d4a9e1137e772b2bbf26af2df20f8615d0a436d91a7dd4408fe83eeffa0787033471f3d82cbe613d33ee0a9e22d283d3f1640d"
        }
      },
      "receipt_sha256": "ada9ae85cb75d54cfdc4fa1202184acc9597478a3323a4bf53c1a5ca03984ee1"
    },
    {
      "storm_id": "233233",
      "lat": 40.8518,
      "lon": -101.9188,
      "motion_east": 6.7,
      "motion_south": 0.3,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2333.0,
      "ebshear": 61.0,
      "srh01": 162.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 162.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.4802
        },
        {
          "name": "alignment",
          "value": -1.6416
        },
        {
          "name": "tau",
          "value": 0.5033
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1782
      },
      "coherence_score": 0.5032930970191956,
      "coherence_diagnostics": {
        "tau": 0.5032930970191956,
        "grad_tau": 0.0441943034529686,
        "torsion": 0.0,
        "alignment": -1.6416015625,
        "S_field": 0.24174466729164124,
        "Gamma_field": 0.35409343242645264,
        "S_over_Gamma": 0.6827143430709839,
        "Da": 20.64634895324707,
        "E_coh": 0.10626921057701111,
        "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": [
          [
            [
              -101.87,
              40.92
            ],
            [
              -101.84,
              40.92
            ],
            [
              -101.84,
              40.86
            ],
            [
              -101.86,
              40.84
            ],
            [
              -101.88,
              40.84
            ],
            [
              -101.9,
              40.82
            ],
            [
              -101.92,
              40.81
            ],
            [
              -101.95,
              40.81
            ],
            [
              -101.96,
              40.8
            ],
            [
              -101.97,
              40.81
            ],
            [
              -101.99,
              40.81
            ],
            [
              -101.98,
              40.82
            ],
            [
              -101.98,
              40.86
            ],
            [
              -101.97,
              40.87
            ],
            [
              -101.95,
              40.87
            ],
            [
              -101.89,
              40.9
            ],
            [
              -101.87,
              40.92
            ]
          ]
        ]
      },
      "raw_probability": 0.1782,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "8ba7fbb4916bdc63376a4c7801ac7e2cecf9d45b048439ba87857973ddd74753",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.1782,
        "probability": 0.002213,
        "confidence_lo": 0.002184,
        "confidence_hi": 0.002213,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9cf2b221ee107254222f98256d6d44666395f983064fc7ac20235cd63cb12f32",
        "signature": {
          "alg": "ed25519",
          "sig": "97d659939794422c1d360b2bf34939cb043bd3b40e48c43af5511adc4526cd201537a94fccde5d83ccddcc8e65857709904e27e3bf0d1daccc374da0e9e8bd0e"
        }
      },
      "receipt_sha256": "9cf2b221ee107254222f98256d6d44666395f983064fc7ac20235cd63cb12f32"
    },
    {
      "storm_id": "233168",
      "lat": 42.5977,
      "lon": -100.3762,
      "motion_east": 4.8,
      "motion_south": -2.0,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3598.0,
      "ebshear": 44.0,
      "srh01": 161.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 161.0
        },
        {
          "name": "hrrr_pwat",
          "value": 22.7302
        },
        {
          "name": "alignment",
          "value": 8.6212
        },
        {
          "name": "tau",
          "value": 0.6389
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1764
      },
      "coherence_score": 0.6388904452323914,
      "coherence_diagnostics": {
        "tau": 0.6388904452323914,
        "grad_tau": 0.09698011726140976,
        "torsion": 0.0,
        "alignment": 8.621170043945312,
        "S_field": 0.4472659230232239,
        "Gamma_field": 0.8557601571083069,
        "S_over_Gamma": 0.522653341293335,
        "Da": 50.42142868041992,
        "E_coh": 0.3461146652698517,
        "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,
              42.64
            ],
            [
              -100.39,
              42.64
            ],
            [
              -100.38,
              42.63
            ],
            [
              -100.32,
              42.63
            ],
            [
              -100.28,
              42.6
            ],
            [
              -100.28,
              42.57
            ],
            [
              -100.31,
              42.55
            ],
            [
              -100.38,
              42.55
            ],
            [
              -100.39,
              42.56
            ],
            [
              -100.42,
              42.56
            ],
            [
              -100.45,
              42.58
            ],
            [
              -100.45,
              42.62
            ],
            [
              -100.42,
              42.64
            ]
          ]
        ]
      },
      "raw_probability": 0.1764,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "9e123243bd240e356585cabe4a71fd62b641a3c66b83844876f314a6a71d6a1f",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.1764,
        "probability": 0.002213,
        "confidence_lo": 0.002184,
        "confidence_hi": 0.002213,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ea40e910f494b0c9b280360b508d223552b609367a13bb8bb071dfadc282b1d3",
        "signature": {
          "alg": "ed25519",
          "sig": "ce379c24713c8ccb8210f996006acd8e9a2d5a33981682c6dd75d864765221742b74f579b7efa01590e91f82c3f8746387a994bc8c671219a3ee198d2f504509"
        }
      },
      "receipt_sha256": "ea40e910f494b0c9b280360b508d223552b609367a13bb8bb071dfadc282b1d3"
    },
    {
      "storm_id": "233217",
      "lat": 41.9409,
      "lon": -100.7332,
      "motion_east": 9.8,
      "motion_south": -6.0,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2684.0,
      "ebshear": 47.0,
      "srh01": 71.0,
      "maxllaz": 0.006,
      "mesh": 0.13,
      "flash_rate": 6.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 71.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.4802
        },
        {
          "name": "alignment",
          "value": -1.6149
        },
        {
          "name": "tau",
          "value": 0.5197
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1755
      },
      "coherence_score": 0.5197401642799377,
      "coherence_diagnostics": {
        "tau": 0.5197401642799377,
        "grad_tau": 0.06675795465707779,
        "torsion": 0.0,
        "alignment": -1.6149442195892334,
        "S_field": 0.2954253554344177,
        "Gamma_field": 0.7115934491157532,
        "S_over_Gamma": 0.41516029834747314,
        "Da": 44.13988494873047,
        "E_coh": 0.25373369455337524,
        "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": [
          [
            [
              -100.72,
              42.07
            ],
            [
              -100.7,
              42.07
            ],
            [
              -100.66,
              42.03
            ],
            [
              -100.65,
              41.99
            ],
            [
              -100.66,
              41.98
            ],
            [
              -100.66,
              41.96
            ],
            [
              -100.69,
              41.93
            ],
            [
              -100.69,
              41.9
            ],
            [
              -100.68,
              41.89
            ],
            [
              -100.68,
              41.82
            ],
            [
              -100.69,
              41.81
            ],
            [
              -100.76,
              41.81
            ],
            [
              -100.78,
              41.83
            ],
            [
              -100.79,
              41.83
            ],
            [
              -100.8,
              41.85
            ],
            [
              -100.85,
              41.9
            ],
            [
              -100.85,
              41.94
            ],
            [
              -100.82,
              41.97
            ],
            [
              -100.8,
              41.97
            ],
            [
              -100.74,
              42.03
            ],
            [
              -100.74,
              42.05
            ],
            [
              -100.72,
              42.07
            ]
          ]
        ]
      },
      "raw_probability": 0.1755,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "381b36749836e23381619c34cf4a4dda2990b855e5f7bad85566d2759fef3626",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.1755,
        "probability": 0.002213,
        "confidence_lo": 0.002184,
        "confidence_hi": 0.002213,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "293eaba86716257b3737aaac45b1ae48fd023455de7a0d72aea3090a1ebc58d8",
        "signature": {
          "alg": "ed25519",
          "sig": "924d21edca35d69581573805ead122fd6c37b11dae4245775b30e864daa6d8b922003caeae8b444ab79c986efd839a673280f0f02f589281e1cd3b56e3820702"
        }
      },
      "receipt_sha256": "293eaba86716257b3737aaac45b1ae48fd023455de7a0d72aea3090a1ebc58d8"
    },
    {
      "storm_id": "232357",
      "lat": 33.4372,
      "lon": -113.0521,
      "motion_east": 2.0,
      "motion_south": -7.0,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1852.0,
      "ebshear": 29.0,
      "srh01": 63.0,
      "maxllaz": 0.005,
      "mesh": 0.13,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 63.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.7302
        },
        {
          "name": "alignment",
          "value": 8.6012
        },
        {
          "name": "tau",
          "value": 0.5544
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1714
      },
      "coherence_score": 0.5544173121452332,
      "coherence_diagnostics": {
        "tau": 0.5544173121452332,
        "grad_tau": 0.0920584574341774,
        "torsion": 0.0,
        "alignment": 8.60116195678711,
        "S_field": 0.5280308127403259,
        "Gamma_field": 0.9882601499557495,
        "S_over_Gamma": 0.5343034267425537,
        "Da": 58.84511947631836,
        "E_coh": 0.7342858910560608,
        "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": 4,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -113.17,
              33.54
            ],
            [
              -113.13,
              33.54
            ],
            [
              -113.09,
              33.51
            ],
            [
              -113.08,
              33.51
            ],
            [
              -113.06,
              33.49
            ],
            [
              -113.06,
              33.45
            ],
            [
              -113.05,
              33.44
            ],
            [
              -113.03,
              33.44
            ],
            [
              -113.02,
              33.43
            ],
            [
              -112.97,
              33.43
            ],
            [
              -112.94,
              33.4
            ],
            [
              -112.92,
              33.4
            ],
            [
              -112.9,
              33.38
            ],
            [
              -112.9,
              33.33
            ],
            [
              -112.92,
              33.33
            ],
            [
              -112.94,
              33.35
            ],
            [
              -112.98,
              33.36
            ],
            [
              -112.99,
              33.37
            ],
            [
              -113.05,
              33.36
            ],
            [
              -113.05,
              33.41
            ],
            [
              -113.06,
              33.42
            ],
            [
              -113.09,
              33.42
            ],
            [
              -113.1,
              33.44
            ],
            [
              -113.13,
              33.45
            ],
            [
              -113.15,
              33.47
            ],
            [
              -113.18,
              33.47
            ],
            [
              -113.19,
              33.48
            ],
            [
              -113.19,
              33.52
            ],
            [
              -113.17,
              33.54
            ]
          ]
        ]
      },
      "raw_probability": 0.1714,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "ac884771adf33c97dad0580fe33eabaee6fe9ffdcce316cd782b84cdd31599ed",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.1714,
        "probability": 0.002213,
        "confidence_lo": 0.002184,
        "confidence_hi": 0.002213,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "689e8eb1c9f558ec4dff00575aeb3b08c26ac7021358bbbad2832bd6f272ebef",
        "signature": {
          "alg": "ed25519",
          "sig": "f9f25b0f066795dd209ea20e8c52f1393d6908fa1036d27b16c2499e43193f42a1e69a19a5681660601e69f411e471b15a6ded1c61beadeb9ed0f84c18d3f607"
        }
      },
      "receipt_sha256": "689e8eb1c9f558ec4dff00575aeb3b08c26ac7021358bbbad2832bd6f272ebef"
    },
    {
      "storm_id": "232992",
      "lat": 46.4986,
      "lon": -111.6155,
      "motion_east": 8.4,
      "motion_south": -3.0,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 229.0,
      "ebshear": 33.0,
      "srh01": 73.0,
      "maxllaz": 0.004,
      "mesh": 0.2,
      "flash_rate": 7.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 73.0
        },
        {
          "name": "hrrr_pwat",
          "value": 17.2302
        },
        {
          "name": "alignment",
          "value": -1.6138
        },
        {
          "name": "tau",
          "value": 0.3929
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1708
      },
      "coherence_score": 0.3929021656513214,
      "coherence_diagnostics": {
        "tau": 0.3929021656513214,
        "grad_tau": 0.06849854439496994,
        "torsion": 0.0,
        "alignment": -1.6138112545013428,
        "S_field": 0.14114457368850708,
        "Gamma_field": 0.4690934419631958,
        "S_over_Gamma": 0.30088797211647034,
        "Da": 28.382966995239258,
        "E_coh": 0.3228710889816284,
        "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": [
          [
            [
              -111.7,
              46.59
            ],
            [
              -111.68,
              46.58
            ],
            [
              -111.57,
              46.58
            ],
            [
              -111.56,
              46.59
            ],
            [
              -111.51,
              46.59
            ],
            [
              -111.49,
              46.57
            ],
            [
              -111.49,
              46.54
            ],
            [
              -111.5,
              46.52
            ],
            [
              -111.56,
              46.52
            ],
            [
              -111.6,
              46.49
            ],
            [
              -111.6,
              46.46
            ],
            [
              -111.57,
              46.41
            ],
            [
              -111.57,
              46.38
            ],
            [
              -111.59,
              46.36
            ],
            [
              -111.64,
              46.36
            ],
            [
              -111.66,
              46.37
            ],
            [
              -111.7,
              46.41
            ],
            [
              -111.7,
              46.47
            ],
            [
              -111.69,
              46.49
            ],
            [
              -111.73,
              46.53
            ],
            [
              -111.73,
              46.57
            ],
            [
              -111.7,
              46.59
            ]
          ]
        ]
      },
      "raw_probability": 0.1708,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "b222494898e90637fe1f082735ebf9dbe553f4d22b7e4ef8d302c9723e6c4dfd",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.1708,
        "probability": 0.002213,
        "confidence_lo": 0.002184,
        "confidence_hi": 0.002213,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8e88abe1869455f3855464482b94002997ca13de3b9b56bb5d8f2a8c6d4a281a",
        "signature": {
          "alg": "ed25519",
          "sig": "f4c5a043a1b2fcaa8277852d289ce3ad2f6d276c051ed5343802e4c043b25e924d19b60b9250d2ed4bd0025de3ae381f70363161f3c40073222b40b4539f180f"
        }
      },
      "receipt_sha256": "8e88abe1869455f3855464482b94002997ca13de3b9b56bb5d8f2a8c6d4a281a"
    },
    {
      "storm_id": "233056",
      "lat": 44.6311,
      "lon": -101.3221,
      "motion_east": 8.7,
      "motion_south": -2.0,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 720.0,
      "ebshear": 51.0,
      "srh01": 96.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 96.0
        },
        {
          "name": "hrrr_pwat",
          "value": 30.3552
        },
        {
          "name": "alignment",
          "value": -2.2692
        },
        {
          "name": "tau",
          "value": 0.7085
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1694
      },
      "coherence_score": 0.7085305452346802,
      "coherence_diagnostics": {
        "tau": 0.7085305452346802,
        "grad_tau": 0.05945881828665733,
        "torsion": 0.0,
        "alignment": -2.269157886505127,
        "S_field": 0.1849288046360016,
        "Gamma_field": 0.3399267792701721,
        "S_over_Gamma": 0.5440254211425781,
        "Da": 20.494441986083984,
        "E_coh": 0.39999300241470337,
        "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": [
          [
            [
              -101.23,
              44.71
            ],
            [
              -101.19,
              44.71
            ],
            [
              -101.18,
              44.7
            ],
            [
              -101.16,
              44.7
            ],
            [
              -101.15,
              44.69
            ],
            [
              -101.16,
              44.67
            ],
            [
              -101.15,
              44.66
            ],
            [
              -101.14,
              44.62
            ],
            [
              -101.19,
              44.58
            ],
            [
              -101.26,
              44.58
            ],
            [
              -101.28,
              44.57
            ],
            [
              -101.34,
              44.5
            ],
            [
              -101.36,
              44.5
            ],
            [
              -101.4,
              44.52
            ],
            [
              -101.41,
              44.54
            ],
            [
              -101.45,
              44.58
            ],
            [
              -101.47,
              44.58
            ],
            [
              -101.51,
              44.61
            ],
            [
              -101.51,
              44.65
            ],
            [
              -101.52,
              44.66
            ],
            [
              -101.51,
              44.67
            ],
            [
              -101.45,
              44.67
            ],
            [
              -101.44,
              44.68
            ],
            [
              -101.4,
              44.68
            ],
            [
              -101.35,
              44.64
            ],
            [
              -101.3,
              44.64
            ],
            [
              -101.28,
              44.65
            ],
            [
              -101.23,
              44.71
            ]
          ]
        ]
      },
      "raw_probability": 0.1694,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "3b21bb984857a12e9ece03bcda6d83aaa9387d6308e9c520808256b7cd2e47d6",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.1694,
        "probability": 0.002213,
        "confidence_lo": 0.002184,
        "confidence_hi": 0.002213,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a718ec9b7e7a95b516bd8c817938a148f0f925ab13a5f9f91164279007270e5b",
        "signature": {
          "alg": "ed25519",
          "sig": "360b4e66b2945e259a69f99ac4203053c3cc7df41db4b482b599e541ac5fa1860c52ada6577aa2bd74d4def80966cca7dcc52c7f06ba12603028e4167ffcf302"
        }
      },
      "receipt_sha256": "a718ec9b7e7a95b516bd8c817938a148f0f925ab13a5f9f91164279007270e5b"
    },
    {
      "storm_id": "233296",
      "lat": 41.148,
      "lon": -71.508,
      "motion_east": 6.0,
      "motion_south": 1.6,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1111.0,
      "ebshear": 29.0,
      "srh01": 38.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 38.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.7302
        },
        {
          "name": "alignment",
          "value": -5.0966
        },
        {
          "name": "tau",
          "value": 0.6246
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1671
      },
      "coherence_score": 0.6245912313461304,
      "coherence_diagnostics": {
        "tau": 0.6245912313461304,
        "grad_tau": 0.20959310233592987,
        "torsion": 0.0,
        "alignment": -5.09663724899292,
        "S_field": 0.21966028213500977,
        "Gamma_field": 1.2049267292022705,
        "S_over_Gamma": 0.18230177462100983,
        "Da": 74.07780456542969,
        "E_coh": 0.0565650500357151,
        "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": [
          [
            [
              -71.54,
              41.18
            ],
            [
              -71.46,
              41.18
            ],
            [
              -71.46,
              41.1
            ],
            [
              -71.54,
              41.1
            ],
            [
              -71.54,
              41.18
            ]
          ]
        ]
      },
      "raw_probability": 0.1671,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "b76b11d4fcd177f96666fe5b6d1f78de1e34e47780decf859d662b09a35be4f6",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.1671,
        "probability": 0.002213,
        "confidence_lo": 0.002184,
        "confidence_hi": 0.002213,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6c09b82845b5e2a9293114a1c0f3fa1bb4c042b963b5f25cbf3a2efe43b0593c",
        "signature": {
          "alg": "ed25519",
          "sig": "83a43fa94e90ad617a0167347ddb7ad6a2e477160f89062b69dd0ce3792e038f894369920868d1dd4d1e2bf74ecdaba51de264f4537bd82a32044b6788b61d0e"
        }
      },
      "receipt_sha256": "6c09b82845b5e2a9293114a1c0f3fa1bb4c042b963b5f25cbf3a2efe43b0593c"
    },
    {
      "storm_id": "233259",
      "lat": 48.859,
      "lon": -122.511,
      "motion_east": 6.0,
      "motion_south": 1.6,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1159.0,
      "ebshear": 20.0,
      "srh01": 74.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 74.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.4802
        },
        {
          "name": "alignment",
          "value": 4.9621
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1643
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.07824383676052094,
        "torsion": 0.0,
        "alignment": 4.962146759033203,
        "S_field": 0.025818385183811188,
        "Gamma_field": 0.16742676496505737,
        "S_over_Gamma": 0.1542070358991623,
        "Da": 9.070430755615234,
        "E_coh": 0.3071489930152893,
        "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": [
          [
            [
              -122.54,
              48.91
            ],
            [
              -122.51,
              48.9
            ],
            [
              -122.52,
              48.89
            ],
            [
              -122.52,
              48.85
            ],
            [
              -122.5,
              48.83
            ],
            [
              -122.46,
              48.83
            ],
            [
              -122.45,
              48.82
            ],
            [
              -122.53,
              48.82
            ],
            [
              -122.54,
              48.83
            ],
            [
              -122.54,
              48.91
            ]
          ]
        ]
      },
      "raw_probability": 0.1643,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "526435c622c1de33c2a4cbd3c392b3dac34be67892eecd5ba1fee2e808ded630",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.1643,
        "probability": 0.002213,
        "confidence_lo": 0.002184,
        "confidence_hi": 0.002213,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "456738838f21831aa37f82f4d4a69a4a81da9deaf044b7f38fbec878b4d5419f",
        "signature": {
          "alg": "ed25519",
          "sig": "38fdbdb336bf822f740dd53bbb647e3e5504e94e656eb908682a4fdc5446e68b647bfc1aa2e04bfe9e81360a90e078ea21ed43c51b5fe4cd648adb5e0d7c740f"
        }
      },
      "receipt_sha256": "456738838f21831aa37f82f4d4a69a4a81da9deaf044b7f38fbec878b4d5419f"
    },
    {
      "storm_id": "233156",
      "lat": 36.0289,
      "lon": -115.4967,
      "motion_east": 7.9,
      "motion_south": -3.0,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 641.0,
      "ebshear": 19.0,
      "srh01": 90.0,
      "maxllaz": 0.005,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 90.0
        },
        {
          "name": "hrrr_pwat",
          "value": 30.7302
        },
        {
          "name": "alignment",
          "value": -1.3581
        },
        {
          "name": "tau",
          "value": 0.2718
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1623
      },
      "coherence_score": 0.2717905640602112,
      "coherence_diagnostics": {
        "tau": 0.2717905640602112,
        "grad_tau": 0.06112928315997124,
        "torsion": 0.0,
        "alignment": -1.3580539226531982,
        "S_field": 0.11457337439060211,
        "Gamma_field": 1.30159330368042,
        "S_over_Gamma": 0.08802548050880432,
        "Da": 73.9727783203125,
        "E_coh": 0.411852091550827,
        "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": [
          [
            [
              -115.52,
              36.05
            ],
            [
              -115.5,
              36.04
            ],
            [
              -115.46,
              36.05
            ],
            [
              -115.45,
              36.04
            ],
            [
              -115.45,
              36.01
            ],
            [
              -115.51,
              35.98
            ],
            [
              -115.53,
              36.0
            ],
            [
              -115.53,
              36.04
            ],
            [
              -115.52,
              36.05
            ]
          ]
        ]
      },
      "raw_probability": 0.1623,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "c1a522f42b6385c03a9813371c824cfdc9c95ca08f5f070d8b487a09f296d871",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.1623,
        "probability": 0.002213,
        "confidence_lo": 0.002184,
        "confidence_hi": 0.002213,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3794a19e46d633bcac0507b669aa2ebfb7642b6f0a441c185414e2a1449ea19c",
        "signature": {
          "alg": "ed25519",
          "sig": "4381d721523d792e81882c8ee8e4c2b26d47b51a48dd84200cba6c9f1e6d309d3a200a477e2d3f43bb8f78a44df3468fe16565be31f2d74d86d81f4d30f9210e"
        }
      },
      "receipt_sha256": "3794a19e46d633bcac0507b669aa2ebfb7642b6f0a441c185414e2a1449ea19c"
    },
    {
      "storm_id": "232942",
      "lat": 36.8881,
      "lon": -115.7969,
      "motion_east": 7.3,
      "motion_south": -4.0,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1213.0,
      "ebshear": 28.0,
      "srh01": 102.0,
      "maxllaz": 0.002,
      "mesh": 0.25,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 102.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.7302
        },
        {
          "name": "alignment",
          "value": -0.028
        },
        {
          "name": "tau",
          "value": 0.2513
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1621
      },
      "coherence_score": 0.25131285190582275,
      "coherence_diagnostics": {
        "tau": 0.25131285190582275,
        "grad_tau": 0.04431525617837906,
        "torsion": 0.0,
        "alignment": -0.02797931432723999,
        "S_field": 0.11637090146541595,
        "Gamma_field": 1.429093360900879,
        "S_over_Gamma": 0.08142988383769989,
        "Da": 82.83753204345703,
        "E_coh": 0.2622297406196594,
        "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": [
          [
            [
              -115.83,
              36.97
            ],
            [
              -115.8,
              36.94
            ],
            [
              -115.77,
              36.94
            ],
            [
              -115.73,
              36.91
            ],
            [
              -115.73,
              36.88
            ],
            [
              -115.7,
              36.85
            ],
            [
              -115.71,
              36.84
            ],
            [
              -115.71,
              36.79
            ],
            [
              -115.75,
              36.78
            ],
            [
              -115.85,
              36.83
            ],
            [
              -115.86,
              36.85
            ],
            [
              -115.86,
              36.88
            ],
            [
              -115.88,
              36.9
            ],
            [
              -115.87,
              36.92
            ],
            [
              -115.87,
              36.96
            ],
            [
              -115.83,
              36.97
            ]
          ]
        ]
      },
      "raw_probability": 0.1621,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "9647cd8bf4b3c3ba271f98f9a0e687341640200bd20566fc574e500a306a45b3",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.1621,
        "probability": 0.002213,
        "confidence_lo": 0.002184,
        "confidence_hi": 0.002213,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "fa0701e87f38cec81c904b7f5aea93be9b447c3eb03e2079d732fb2732a5223a",
        "signature": {
          "alg": "ed25519",
          "sig": "e65b94d4b0bdbd4942ba5dfce583edbdc0aba00092e1ac38237a09a8e9f7a98d685716e7935fc0697d14a2fcebcd67371e46048ae97bdd2b282d5a391ec0560c"
        }
      },
      "receipt_sha256": "fa0701e87f38cec81c904b7f5aea93be9b447c3eb03e2079d732fb2732a5223a"
    },
    {
      "storm_id": "232155",
      "lat": 39.535,
      "lon": -103.4415,
      "motion_east": 2.7,
      "motion_south": -11.0,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2077.0,
      "ebshear": 38.0,
      "srh01": 75.0,
      "maxllaz": 0.004,
      "mesh": 0.12,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 75.0
        },
        {
          "name": "hrrr_pwat",
          "value": 26.2302
        },
        {
          "name": "alignment",
          "value": 1.7666
        },
        {
          "name": "tau",
          "value": 0.4822
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1615
      },
      "coherence_score": 0.4822041988372803,
      "coherence_diagnostics": {
        "tau": 0.4822041988372803,
        "grad_tau": 0.04193895310163498,
        "torsion": 0.0,
        "alignment": 1.7666406631469727,
        "S_field": 0.23566991090774536,
        "Gamma_field": 0.6040934324264526,
        "S_over_Gamma": 0.3901216387748718,
        "Da": 37.42618942260742,
        "E_coh": 0.3268532454967499,
        "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": [
          [
            [
              -103.37,
              39.6
            ],
            [
              -103.34,
              39.59
            ],
            [
              -103.31,
              39.56
            ],
            [
              -103.31,
              39.52
            ],
            [
              -103.33,
              39.5
            ],
            [
              -103.37,
              39.48
            ],
            [
              -103.45,
              39.46
            ],
            [
              -103.46,
              39.45
            ],
            [
              -103.54,
              39.46
            ],
            [
              -103.57,
              39.48
            ],
            [
              -103.58,
              39.5
            ],
            [
              -103.58,
              39.54
            ],
            [
              -103.56,
              39.56
            ],
            [
              -103.51,
              39.56
            ],
            [
              -103.49,
              39.54
            ],
            [
              -103.47,
              39.54
            ],
            [
              -103.43,
              39.58
            ],
            [
              -103.41,
              39.59
            ],
            [
              -103.38,
              39.59
            ],
            [
              -103.37,
              39.6
            ]
          ]
        ]
      },
      "raw_probability": 0.1615,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "3a46d79f3bfdfc846ce03cbabc1148e70da5b7b34f58b498de4b586d8cd48af1",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.1615,
        "probability": 0.002213,
        "confidence_lo": 0.002184,
        "confidence_hi": 0.002213,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "bcdc8f58e988f820476b9c5e185a316a72cfbdb5606fd0ae1406ef069e922735",
        "signature": {
          "alg": "ed25519",
          "sig": "25880d48a0f866aa1d361f099df8628639efc0052b284cb1faf4331121f42721b7f0a5e22f64fd3f7e160cdf022e551047a6ae3b9c2e19fa74377f2fdf8fab0d"
        }
      },
      "receipt_sha256": "bcdc8f58e988f820476b9c5e185a316a72cfbdb5606fd0ae1406ef069e922735"
    },
    {
      "storm_id": "233002",
      "lat": 39.2455,
      "lon": -104.5975,
      "motion_east": 3.7,
      "motion_south": -7.0,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 763.0,
      "ebshear": 54.0,
      "srh01": 23.0,
      "maxllaz": 0.009,
      "mesh": 0.42,
      "flash_rate": 11.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 23.0
        },
        {
          "name": "hrrr_pwat",
          "value": 25.2302
        },
        {
          "name": "alignment",
          "value": -3.5421
        },
        {
          "name": "tau",
          "value": 0.5202
        },
        {
          "name": "maxllaz",
          "value": 0.009
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1603
      },
      "coherence_score": 0.5202164649963379,
      "coherence_diagnostics": {
        "tau": 0.5202164649963379,
        "grad_tau": 0.039186056703329086,
        "torsion": 0.0,
        "alignment": -3.5421411991119385,
        "S_field": 0.3716287314891815,
        "Gamma_field": 0.521593451499939,
        "S_over_Gamma": 0.7124873399734497,
        "Da": 30.532079696655273,
        "E_coh": 0.18307794630527496,
        "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": [
          [
            [
              -104.69,
              39.32
            ],
            [
              -104.64,
              39.32
            ],
            [
              -104.61,
              39.29
            ],
            [
              -104.6,
              39.29
            ],
            [
              -104.59,
              39.27
            ],
            [
              -104.55,
              39.25
            ],
            [
              -104.54,
              39.26
            ],
            [
              -104.46,
              39.26
            ],
            [
              -104.44,
              39.24
            ],
            [
              -104.44,
              39.19
            ],
            [
              -104.49,
              39.16
            ],
            [
              -104.57,
              39.16
            ],
            [
              -104.58,
              39.17
            ],
            [
              -104.65,
              39.18
            ],
            [
              -104.65,
              39.19
            ],
            [
              -104.68,
              39.22
            ],
            [
              -104.68,
              39.24
            ],
            [
              -104.7,
              39.27
            ],
            [
              -104.7,
              39.31
            ],
            [
              -104.69,
              39.32
            ]
          ]
        ]
      },
      "raw_probability": 0.1603,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "c5496f80ee282fd6bc91522da906c9fdf0e16bf8e08c6e9087e899ab130d6ee1",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.1603,
        "probability": 0.002213,
        "confidence_lo": 0.002184,
        "confidence_hi": 0.002213,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "93e71af0b22eecfd6f9651c32865c8bb71478294f47df875b3c127f1d5c6132c",
        "signature": {
          "alg": "ed25519",
          "sig": "e4e0a21aef8e75e75a4afe8a236c63b9bbdf6424fe96976d6fed827c871686c4e42c45ecaaaf45a0777d0b7f7e6373fd10b2c01a20f7f529866353792ff9c00e"
        }
      },
      "receipt_sha256": "93e71af0b22eecfd6f9651c32865c8bb71478294f47df875b3c127f1d5c6132c"
    },
    {
      "storm_id": "233190",
      "lat": 34.5386,
      "lon": -86.3829,
      "motion_east": 6.0,
      "motion_south": 1.6,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2453.0,
      "ebshear": 23.0,
      "srh01": 63.0,
      "maxllaz": 0.002,
      "mesh": 0.03,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 63.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.4802
        },
        {
          "name": "alignment",
          "value": 4.5223
        },
        {
          "name": "tau",
          "value": 2.3846
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1591
      },
      "coherence_score": 2.384592056274414,
      "coherence_diagnostics": {
        "tau": 2.384592056274414,
        "grad_tau": 0.4220007658004761,
        "torsion": 0.0,
        "alignment": 4.522252559661865,
        "S_field": 0.6723167896270752,
        "Gamma_field": 0.41492676734924316,
        "S_over_Gamma": 1.6203263998031616,
        "Da": 26.56460189819336,
        "E_coh": 0.8625797629356384,
        "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": [
          [
            [
              -86.4,
              34.56
            ],
            [
              -86.34,
              34.55
            ],
            [
              -86.33,
              34.53
            ],
            [
              -86.39,
              34.5
            ],
            [
              -86.41,
              34.52
            ],
            [
              -86.41,
              34.55
            ],
            [
              -86.4,
              34.56
            ]
          ]
        ]
      },
      "raw_probability": 0.1591,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "4d60be6ad22d57b2a4265cbdb00ec3cd3dda1f2b3dcd6f940aa49abb35c8642a",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.1591,
        "probability": 0.002213,
        "confidence_lo": 0.002184,
        "confidence_hi": 0.002213,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "65ef00a99f5d24286a81a06bd056f67587588f2bbb3fd028ca8f23f1f63bfb0e",
        "signature": {
          "alg": "ed25519",
          "sig": "77d2cb5af4becd7185fa61f569eb1de06a0d398a8bec5cc70a8c3d8f2519ba02234753649c4c0e6f101223c247dc2a255d377ceb88a6aa969674df9f81d9a60f"
        }
      },
      "receipt_sha256": "65ef00a99f5d24286a81a06bd056f67587588f2bbb3fd028ca8f23f1f63bfb0e"
    },
    {
      "storm_id": "232014",
      "lat": 40.8189,
      "lon": -102.2067,
      "motion_east": 6.1,
      "motion_south": 1.4,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2034.0,
      "ebshear": 50.0,
      "srh01": 163.0,
      "maxllaz": 0.003,
      "mesh": 0.16,
      "flash_rate": 5.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 163.0
        },
        {
          "name": "hrrr_pwat",
          "value": 23.2302
        },
        {
          "name": "alignment",
          "value": -6.1405
        },
        {
          "name": "tau",
          "value": 0.4554
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.156
      },
      "coherence_score": 0.4554077982902527,
      "coherence_diagnostics": {
        "tau": 0.4554077982902527,
        "grad_tau": 0.01683763414621353,
        "torsion": 0.0,
        "alignment": -6.140480041503906,
        "S_field": 0.13187776505947113,
        "Gamma_field": 0.599926769733429,
        "S_over_Gamma": 0.21982310712337494,
        "Da": 33.46990966796875,
        "E_coh": 0.00658478494733572,
        "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": [
          [
            [
              -102.22,
              40.85
            ],
            [
              -102.18,
              40.85
            ],
            [
              -102.17,
              40.84
            ],
            [
              -102.17,
              40.8
            ],
            [
              -102.19,
              40.78
            ],
            [
              -102.23,
              40.78
            ],
            [
              -102.24,
              40.79
            ],
            [
              -102.24,
              40.83
            ],
            [
              -102.22,
              40.85
            ]
          ]
        ]
      },
      "raw_probability": 0.156,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "61978d5579ae7d9ada81b58b2175ca4ac87719d6151036961f488896b2627a9f",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.156,
        "probability": 0.002213,
        "confidence_lo": 0.002184,
        "confidence_hi": 0.002213,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ffdd20c22b644ff7d61e9488dd299b344517227ce2ee165f5d59d333fdf941d8",
        "signature": {
          "alg": "ed25519",
          "sig": "9e45a89a97c8413ca2eb1be2be7fb74536281e4f5b4546943ec43a4f03bdef041636b1cce71d55f97de44725748e75de086dd831fbd4d8f47099a885a2314b02"
        }
      },
      "receipt_sha256": "ffdd20c22b644ff7d61e9488dd299b344517227ce2ee165f5d59d333fdf941d8"
    },
    {
      "storm_id": "233073",
      "lat": 34.3294,
      "lon": -114.8141,
      "motion_east": 6.0,
      "motion_south": 1.6,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2199.0,
      "ebshear": 23.0,
      "srh01": 111.0,
      "maxllaz": 0.001,
      "mesh": 0.15,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 111.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.1052
        },
        {
          "name": "alignment",
          "value": -1.3943
        },
        {
          "name": "tau",
          "value": 0.4197
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1488
      },
      "coherence_score": 0.419696569442749,
      "coherence_diagnostics": {
        "tau": 0.419696569442749,
        "grad_tau": 0.03953365981578827,
        "torsion": 0.0,
        "alignment": -1.3943099975585938,
        "S_field": 0.03242070600390434,
        "Gamma_field": 0.17409342527389526,
        "S_over_Gamma": 0.18622590601444244,
        "Da": 10.466320037841797,
        "E_coh": 0.4657069444656372,
        "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": [
          [
            [
              -114.77,
              34.37
            ],
            [
              -114.74,
              34.37
            ],
            [
              -114.73,
              34.36
            ],
            [
              -114.73,
              34.32
            ],
            [
              -114.74,
              34.32
            ],
            [
              -114.77,
              34.29
            ],
            [
              -114.84,
              34.29
            ],
            [
              -114.85,
              34.28
            ],
            [
              -114.9,
              34.28
            ],
            [
              -114.91,
              34.29
            ],
            [
              -114.91,
              34.32
            ],
            [
              -114.9,
              34.32
            ],
            [
              -114.87,
              34.35
            ],
            [
              -114.82,
              34.35
            ],
            [
              -114.81,
              34.36
            ],
            [
              -114.78,
              34.36
            ],
            [
              -114.77,
              34.37
            ]
          ]
        ]
      },
      "raw_probability": 0.1488,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "6ffb8923d5cf55880d2b74d324a1d4454b8f5bbca8485673bf42dc932cdf59fa",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.1488,
        "probability": 0.002213,
        "confidence_lo": 0.002184,
        "confidence_hi": 0.002213,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "19e252c9db086cfc5a40271014dcf62136274b7d5163859ff26aabc688697e40",
        "signature": {
          "alg": "ed25519",
          "sig": "5e8823fd2f4b858a222a9f4785c789c686317a012507f228080dac5e298b4be454f5a54f7022ea28199eed9d176054ee73d0496d19ff1b26b120e9170a488d01"
        }
      },
      "receipt_sha256": "19e252c9db086cfc5a40271014dcf62136274b7d5163859ff26aabc688697e40"
    },
    {
      "storm_id": "233294",
      "lat": 43.429,
      "lon": -102.538,
      "motion_east": 7.2,
      "motion_south": -1.0,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 671.0,
      "ebshear": 33.0,
      "srh01": 66.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 66.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.2302
        },
        {
          "name": "alignment",
          "value": -1.9171
        },
        {
          "name": "tau",
          "value": 0.546
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1467
      },
      "coherence_score": 0.5460480451583862,
      "coherence_diagnostics": {
        "tau": 0.5460480451583862,
        "grad_tau": 0.022396955639123917,
        "torsion": 0.0,
        "alignment": -1.9170559644699097,
        "S_field": 0.28266990184783936,
        "Gamma_field": 0.864926815032959,
        "S_over_Gamma": 0.326813668012619,
        "Da": 52.31507873535156,
        "E_coh": 0.1707402616739273,
        "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": [
          [
            [
              -102.56,
              43.46
            ],
            [
              -102.52,
              43.46
            ],
            [
              -102.5,
              43.45
            ],
            [
              -102.49,
              43.44
            ],
            [
              -102.49,
              43.4
            ],
            [
              -102.53,
              43.38
            ],
            [
              -102.57,
              43.39
            ],
            [
              -102.58,
              43.4
            ],
            [
              -102.58,
              43.45
            ],
            [
              -102.56,
              43.46
            ]
          ]
        ]
      },
      "raw_probability": 0.1467,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "7ca938b67c71523e7c8448e987a561d634816d511c5a5ef813e32cd958dbe1b6",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.1467,
        "probability": 0.002213,
        "confidence_lo": 0.002184,
        "confidence_hi": 0.002213,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ad670e8bacfd6974921e876c28170a18811b2df38096c733ba27f7e797549346",
        "signature": {
          "alg": "ed25519",
          "sig": "00a479545db700f565219740bd28e3632a3a700e1651ed03c1c8da9cd5dc83fb1d6da076573eb00d0fac45f128e60515d1664ce69fe9f90bd4df41780e8e410e"
        }
      },
      "receipt_sha256": "ad670e8bacfd6974921e876c28170a18811b2df38096c733ba27f7e797549346"
    },
    {
      "storm_id": "232866",
      "lat": 34.1936,
      "lon": -114.7209,
      "motion_east": 6.0,
      "motion_south": 1.6,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1866.0,
      "ebshear": 25.0,
      "srh01": 113.0,
      "maxllaz": 0.002,
      "mesh": 0.05,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 113.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.1052
        },
        {
          "name": "alignment",
          "value": -1.3943
        },
        {
          "name": "tau",
          "value": 0.4197
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1449
      },
      "coherence_score": 0.419696569442749,
      "coherence_diagnostics": {
        "tau": 0.419696569442749,
        "grad_tau": 0.03953365981578827,
        "torsion": 0.0,
        "alignment": -1.3943099975585938,
        "S_field": 0.03242070600390434,
        "Gamma_field": 0.17409342527389526,
        "S_over_Gamma": 0.18622590601444244,
        "Da": 10.466320037841797,
        "E_coh": 0.4657069444656372,
        "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,
              34.23
            ],
            [
              -114.7,
              34.23
            ],
            [
              -114.68,
              34.21
            ],
            [
              -114.68,
              34.17
            ],
            [
              -114.7,
              34.15
            ],
            [
              -114.74,
              34.15
            ],
            [
              -114.74,
              34.17
            ],
            [
              -114.75,
              34.18
            ],
            [
              -114.74,
              34.19
            ],
            [
              -114.74,
              34.22
            ],
            [
              -114.73,
              34.23
            ]
          ]
        ]
      },
      "raw_probability": 0.1449,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "654dd2332058cb4c3ec3739d7c24fdedf8f375b2c807efb10892a2296ff2f604",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.1449,
        "probability": 0.002051,
        "confidence_lo": 0.001914,
        "confidence_hi": 0.002051,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "198597f7c8cbb27903bcc0831b9fa343c28553787ba83d8883919f9e103c5ce4",
        "signature": {
          "alg": "ed25519",
          "sig": "7776a13b09510554657edc0762fb1c9fc58c29dc4b97107a2f8fa6f0c03a1fb1508f56c09a27a33885e92ffbfbe6318f662d525ff4f1cb440c2a7300a0c88c07"
        }
      },
      "receipt_sha256": "198597f7c8cbb27903bcc0831b9fa343c28553787ba83d8883919f9e103c5ce4"
    },
    {
      "storm_id": "233078",
      "lat": 48.1792,
      "lon": -102.3308,
      "motion_east": 6.0,
      "motion_south": 1.6,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 84.0,
      "ebshear": 27.0,
      "srh01": 33.0,
      "maxllaz": 0.002,
      "mesh": 0.17,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 33.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.3552
        },
        {
          "name": "alignment",
          "value": 6.8723
        },
        {
          "name": "tau",
          "value": 0.368
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1428
      },
      "coherence_score": 0.3679961562156677,
      "coherence_diagnostics": {
        "tau": 0.3679961562156677,
        "grad_tau": 0.29068660736083984,
        "torsion": 0.0,
        "alignment": 6.872314453125,
        "S_field": 0.34204334020614624,
        "Gamma_field": 0.4499267637729645,
        "S_over_Gamma": 0.7602200508117676,
        "Da": 26.47293472290039,
        "E_coh": 0.2224770337343216,
        "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": [
          [
            [
              -102.32,
              48.28
            ],
            [
              -102.27,
              48.28
            ],
            [
              -102.27,
              48.24
            ],
            [
              -102.26,
              48.23
            ],
            [
              -102.28,
              48.21
            ],
            [
              -102.29,
              48.22
            ],
            [
              -102.31,
              48.22
            ],
            [
              -102.33,
              48.21
            ],
            [
              -102.34,
              48.19
            ],
            [
              -102.32,
              48.17
            ],
            [
              -102.28,
              48.15
            ],
            [
              -102.26,
              48.13
            ],
            [
              -102.26,
              48.11
            ],
            [
              -102.3,
              48.09
            ],
            [
              -102.32,
              48.09
            ],
            [
              -102.33,
              48.1
            ],
            [
              -102.36,
              48.1
            ],
            [
              -102.37,
              48.09
            ],
            [
              -102.45,
              48.09
            ],
            [
              -102.46,
              48.11
            ],
            [
              -102.46,
              48.15
            ],
            [
              -102.39,
              48.21
            ],
            [
              -102.37,
              48.21
            ],
            [
              -102.34,
              48.24
            ],
            [
              -102.34,
              48.26
            ],
            [
              -102.32,
              48.28
            ]
          ]
        ]
      },
      "raw_probability": 0.1428,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "eef1b797e17776f32f60a061199882908dbdfa8ae8e7e9d1cafbee5fa68c16e1",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.1428,
        "probability": 0.002051,
        "confidence_lo": 0.001914,
        "confidence_hi": 0.002051,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "fecc1ce404102ad384af82dc31799a2c6bf118ab61cb3f46ccde6a21154a3322",
        "signature": {
          "alg": "ed25519",
          "sig": "98509a9c36239c4cb9e4ec6c61e1f81e6547befeaf9fe82297e7c84947052da5b804a85c29d394370f1b10943b292ad4904f089cfd1e2d331ed10a1507b82504"
        }
      },
      "receipt_sha256": "fecc1ce404102ad384af82dc31799a2c6bf118ab61cb3f46ccde6a21154a3322"
    },
    {
      "storm_id": "233074",
      "lat": 33.591,
      "lon": -113.837,
      "motion_east": 2.7,
      "motion_south": -6.0,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1970.0,
      "ebshear": 28.0,
      "srh01": 105.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 105.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.1052
        },
        {
          "name": "alignment",
          "value": -3.3534
        },
        {
          "name": "tau",
          "value": 0.4771
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1425
      },
      "coherence_score": 0.4770981967449188,
      "coherence_diagnostics": {
        "tau": 0.4770981967449188,
        "grad_tau": 0.053108226507902145,
        "torsion": 0.0,
        "alignment": -3.353370428085327,
        "S_field": 0.10833940654993057,
        "Gamma_field": 0.3115934431552887,
        "S_over_Gamma": 0.3476947546005249,
        "Da": 18.26548957824707,
        "E_coh": 0.5488021969795227,
        "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": [
          [
            [
              -113.85,
              33.63
            ],
            [
              -113.83,
              33.63
            ],
            [
              -113.79,
              33.6
            ],
            [
              -113.8,
              33.59
            ],
            [
              -113.8,
              33.56
            ],
            [
              -113.83,
              33.54
            ],
            [
              -113.86,
              33.55
            ],
            [
              -113.88,
              33.57
            ],
            [
              -113.88,
              33.61
            ],
            [
              -113.85,
              33.63
            ]
          ]
        ]
      },
      "raw_probability": 0.1425,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "c0525e1885635869e014707b8ac3b57053862551d61ba6c544aabdb87e3b2dec",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.1425,
        "probability": 0.002051,
        "confidence_lo": 0.001914,
        "confidence_hi": 0.002051,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "71f1d20d36a3eb1c263df011a7b19a3663778db6872a96ae662c168e9b1be529",
        "signature": {
          "alg": "ed25519",
          "sig": "635edaf6ab13338e4d72d882ca9fa96be0f0d47ff77ae4fbf6048eb803253ac64771c68877808a84d1aa46000801422d62204aacca18593b8111377bcf99a50e"
        }
      },
      "receipt_sha256": "71f1d20d36a3eb1c263df011a7b19a3663778db6872a96ae662c168e9b1be529"
    },
    {
      "storm_id": "233210",
      "lat": 47.822,
      "lon": -119.257,
      "motion_east": 5.7,
      "motion_south": 0.9,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 800.0,
      "ebshear": 35.0,
      "srh01": 62.0,
      "maxllaz": 0.004,
      "mesh": 0.21,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 62.0
        },
        {
          "name": "hrrr_pwat",
          "value": 22.6052
        },
        {
          "name": "alignment",
          "value": -2.5973
        },
        {
          "name": "tau",
          "value": 0.261
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1352
      },
      "coherence_score": 0.2609848976135254,
      "coherence_diagnostics": {
        "tau": 0.2609848976135254,
        "grad_tau": 0.08129969984292984,
        "torsion": 0.0,
        "alignment": -2.5973174571990967,
        "S_field": 0.08858294785022736,
        "Gamma_field": 0.15992675721645355,
        "S_over_Gamma": 0.553896963596344,
        "Da": 10.1599702835083,
        "E_coh": 0.2813272178173065,
        "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": [
          [
            [
              -119.27,
              47.87
            ],
            [
              -119.25,
              47.87
            ],
            [
              -119.22,
              47.85
            ],
            [
              -119.22,
              47.8
            ],
            [
              -119.23,
              47.78
            ],
            [
              -119.25,
              47.77
            ],
            [
              -119.26,
              47.78
            ],
            [
              -119.3,
              47.78
            ],
            [
              -119.3,
              47.85
            ],
            [
              -119.27,
              47.87
            ]
          ]
        ]
      },
      "raw_probability": 0.1352,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "fcae74de470af8fbdf1c49ea2ec64850d76e94d29b5a2ec567ab3a9c0b2489c4",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.1352,
        "probability": 0.002051,
        "confidence_lo": 0.001914,
        "confidence_hi": 0.002051,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "40a31efaaa3121629eed2ad51dd6a53b8ba96560857e164c40655469739b620d",
        "signature": {
          "alg": "ed25519",
          "sig": "8f1013979e2e9c05a10f8b7e71950c27f39f6c908897ac064436a93434b73af0615e45676cd0bd5ac34f4c24108b3043e79e913eecd4ebddb7fd1ba26284ab05"
        }
      },
      "receipt_sha256": "40a31efaaa3121629eed2ad51dd6a53b8ba96560857e164c40655469739b620d"
    },
    {
      "storm_id": "232954",
      "lat": 36.8833,
      "lon": -115.4953,
      "motion_east": 7.9,
      "motion_south": -5.0,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 945.0,
      "ebshear": 21.0,
      "srh01": 67.0,
      "maxllaz": 0.001,
      "mesh": 0.14,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 67.0
        },
        {
          "name": "hrrr_pwat",
          "value": 22.3552
        },
        {
          "name": "alignment",
          "value": -0.3589
        },
        {
          "name": "tau",
          "value": 0.3234
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.134
      },
      "coherence_score": 0.32343432307243347,
      "coherence_diagnostics": {
        "tau": 0.32343432307243347,
        "grad_tau": 0.0779944360256195,
        "torsion": 0.0,
        "alignment": -0.35885071754455566,
        "S_field": 0.23719604313373566,
        "Gamma_field": 0.7632600665092468,
        "S_over_Gamma": 0.3107669949531555,
        "Da": 43.055545806884766,
        "E_coh": 0.6798896789550781,
        "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": [
          [
            [
              -115.51,
              36.97
            ],
            [
              -115.48,
              36.95
            ],
            [
              -115.49,
              36.94
            ],
            [
              -115.45,
              36.92
            ],
            [
              -115.45,
              36.91
            ],
            [
              -115.41,
              36.87
            ],
            [
              -115.41,
              36.82
            ],
            [
              -115.42,
              36.81
            ],
            [
              -115.51,
              36.81
            ],
            [
              -115.52,
              36.82
            ],
            [
              -115.58,
              36.82
            ],
            [
              -115.59,
              36.83
            ],
            [
              -115.59,
              36.87
            ],
            [
              -115.51,
              36.94
            ],
            [
              -115.51,
              36.97
            ]
          ]
        ]
      },
      "raw_probability": 0.134,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "89c1d15516dc92e350a2a4e24052fc1512bf7025e5c6d63a5c4716ecadab18da",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.134,
        "probability": 0.002051,
        "confidence_lo": 0.001914,
        "confidence_hi": 0.002051,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "17fd111bbb2a82a3857c548a42c0445b41a6d55fdc117696d1ba343c5870280d",
        "signature": {
          "alg": "ed25519",
          "sig": "251672c2aefbfb2aaa2f2480c4412556cb6dfff2cefed1a1e8c8687e4d20f3251d71f2d82b2f831e389d66f521b71e38c476b1c2a38e892ca7ed3ba09a2d220e"
        }
      },
      "receipt_sha256": "17fd111bbb2a82a3857c548a42c0445b41a6d55fdc117696d1ba343c5870280d"
    },
    {
      "storm_id": "233293",
      "lat": 43.4608,
      "lon": -98.2608,
      "motion_east": 6.0,
      "motion_south": 1.6,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1340.0,
      "ebshear": 54.0,
      "srh01": 59.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 59.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.9802
        },
        {
          "name": "alignment",
          "value": 1.5932
        },
        {
          "name": "tau",
          "value": 0.8941
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1334
      },
      "coherence_score": 0.894073486328125,
      "coherence_diagnostics": {
        "tau": 0.894073486328125,
        "grad_tau": 0.015618789941072464,
        "torsion": 0.0,
        "alignment": 1.5932358503341675,
        "S_field": 0.317562073469162,
        "Gamma_field": 0.17409342527389526,
        "S_over_Gamma": 1.8240900039672852,
        "Da": 10.427655220031738,
        "E_coh": 0.35856521129608154,
        "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": [
          [
            [
              -98.26,
              43.51
            ],
            [
              -98.25,
              43.5
            ],
            [
              -98.23,
              43.5
            ],
            [
              -98.2,
              43.47
            ],
            [
              -98.2,
              43.41
            ],
            [
              -98.23,
              43.39
            ],
            [
              -98.26,
              43.39
            ],
            [
              -98.3,
              43.41
            ],
            [
              -98.32,
              43.43
            ],
            [
              -98.32,
              43.47
            ],
            [
              -98.29,
              43.5
            ],
            [
              -98.27,
              43.5
            ],
            [
              -98.26,
              43.51
            ]
          ]
        ]
      },
      "raw_probability": 0.1334,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "a21c6fdfff6f7260f69223c83fbc4e19d6f73c06f07b6b3b793a6fe2190d456c",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.1334,
        "probability": 0.002051,
        "confidence_lo": 0.001914,
        "confidence_hi": 0.002051,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "108c6cd8a6857a6c5c399157443f41fc96a5eff4dadf2bbd9b504fac059e886b",
        "signature": {
          "alg": "ed25519",
          "sig": "95e440c1267aea3f43f09e599cafc79539c8756c6d7617367373198c53ee3dcf5fd3865d7a98188b4fdc13df0d614a05c645e85c61f7cd45a15f579ef87fac03"
        }
      },
      "receipt_sha256": "108c6cd8a6857a6c5c399157443f41fc96a5eff4dadf2bbd9b504fac059e886b"
    },
    {
      "storm_id": "233106",
      "lat": 43.0254,
      "lon": -100.661,
      "motion_east": 3.2,
      "motion_south": -2.0,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1249.0,
      "ebshear": 46.0,
      "srh01": 138.0,
      "maxllaz": 0.003,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 138.0
        },
        {
          "name": "hrrr_pwat",
          "value": 25.4802
        },
        {
          "name": "alignment",
          "value": -0.9002
        },
        {
          "name": "tau",
          "value": 0.6627
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1321
      },
      "coherence_score": 0.6627494096755981,
      "coherence_diagnostics": {
        "tau": 0.6627494096755981,
        "grad_tau": 0.12267609685659409,
        "torsion": 0.0,
        "alignment": -0.9001981616020203,
        "S_field": 0.2549111843109131,
        "Gamma_field": 0.17326009273529053,
        "S_over_Gamma": 1.4712631702423096,
        "Da": 10.51340103149414,
        "E_coh": 0.3410651981830597,
        "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": [
          [
            [
              -100.35,
              43.2
            ],
            [
              -100.34,
              43.2
            ],
            [
              -100.33,
              43.19
            ],
            [
              -100.33,
              43.18
            ],
            [
              -100.33,
              43.17
            ],
            [
              -100.33,
              43.16
            ],
            [
              -100.33,
              43.15
            ],
            [
              -100.32,
              43.14
            ],
            [
              -100.31,
              43.14
            ],
            [
              -100.3,
              43.14
            ],
            [
              -100.29,
              43.13
            ],
            [
              -100.28,
              43.13
            ],
            [
              -100.27,
              43.13
            ],
            [
              -100.26,
              43.13
            ],
            [
              -100.25,
              43.13
            ],
            [
              -100.24,
              43.13
            ],
            [
              -100.23,
              43.13
            ],
            [
              -100.22,
              43.13
            ],
            [
              -100.21,
              43.13
            ],
            [
              -100.2,
              43.12
            ],
            [
              -100.2,
              43.11
            ],
            [
              -100.2,
              43.1
            ],
            [
              -100.2,
              43.09
            ],
            [
              -100.2,
              43.08
            ],
            [
              -100.2,
              43.07
            ],
            [
              -100.21,
              43.07
            ],
            [
              -100.22,
              43.06
            ],
            [
              -100.23,
              43.06
            ],
            [
              -100.24,
              43.06
            ],
            [
              -100.25,
              43.06
            ],
            [
              -100.26,
              43.06
            ],
            [
              -100.27,
              43.05
            ],
            [
              -100.28,
              43.05
            ],
            [
              -100.29,
              43.05
            ],
            [
              -100.3,
              43.04
            ],
            [
              -100.31,
              43.04
            ],
            [
              -100.32,
              43.04
            ],
            [
              -100.33,
              43.03
            ],
            [
              -100.34,
              43.03
            ],
            [
              -100.35,
              43.03
            ],
            [
              -100.36,
              43.03
            ],
            [
              -100.37,
              43.04
            ],
            [
              -100.38,
              43.04
            ],
            [
              -100.39,
              43.04
            ],
            [
              -100.4,
              43.04
            ],
            [
              -100.41,
              43.04
            ],
            [
              -100.42,
              43.05
            ],
            [
              -100.43,
              43.05
            ],
            [
              -100.44,
              43.05
            ],
            [
              -100.45,
              43.05
            ],
            [
              -100.46,
              43.04
            ],
            [
              -100.47,
              43.04
            ],
            [
              -100.48,
              43.04
            ],
            [
              -100.49,
              43.04
            ],
            [
              -100.5,
              43.03
            ],
            [
              -100.51,
              43.03
            ],
            [
              -100.52,
              43.03
            ],
            [
              -100.53,
              43.02
            ],
            [
              -100.54,
              43.02
            ],
            [
              -100.55,
              43.01
            ],
            [
              -100.55,
              43.0
            ],
            [
              -100.54,
              42.99
            ],
            [
              -100.54,
              42.98
            ],
            [
              -100.54,
              42.97
            ],
            [
              -100.55,
              42.96
            ],
            [
              -100.56,
              42.95
            ],
            [
              -100.57,
              42.95
            ],
            [
              -100.58,
              42.94
            ],
            [
              -100.58,
              42.93
            ],
            [
              -100.59,
              42.93
            ],
            [
              -100.6,
              42.93
            ],
            [
              -100.6,
              42.94
            ],
            [
              -100.6,
              42.95
            ],
            [
              -100.6,
              42.96
            ],
            [
              -100.6,
              42.97
            ],
            [
              -100.61,
              42.98
            ],
            [
              -100.61,
              42.99
            ],
            [
              -100.62,
              43.0
            ],
            [
              -100.63,
              43.0
            ],
            [
              -100.64,
              43.0
            ],
            [
              -100.65,
              42.99
            ],
            [
              -100.66,
              42.98
            ],
            [
              -100.67,
              42.98
            ],
            [
              -100.68,
              42.97
            ],
            [
              -100.69,
              42.97
            ],
            [
              -100.7,
              42.96
            ],
            [
              -100.71,
              42.95
            ],
            [
              -100.72,
              42.94
            ],
            [
              -100.71,
              42.93
            ],
            [
              -100.7,
              42.93
            ],
            [
              -100.69,
              42.92
            ],
            [
              -100.68,
              42.92
            ],
            [
              -100.67,
              42.93
            ],
            [
              -100.66,
              42.93
            ],
            [
              -100.65,
              42.93
            ],
            [
              -100.64,
              42.93
            ],
            [
              -100.63,
              42.93
            ],
            [
              -100.62,
              42.93
            ],
            [
              -100.63,
              42.92
            ],
            [
              -100.63,
              42.91
            ],
            [
              -100.63,
              42.9
            ],
            [
              -100.64,
              42.89
            ],
            [
              -100.64,
              42.88
            ],
            [
              -100.65,
              42.88
            ],
            [
              -100.65,
              42.89
            ],
            [
              -100.66,
              42.9
            ],
            [
              -100.67,
              42.91
            ],
            [
              -100.68,
              42.92
            ],
            [
              -100.69,
              42.92
            ],
            [
              -100.7,
              42.92
            ],
            [
              -100.71,
              42.92
            ],
            [
              -100.72,
              42.93
            ],
            [
              -100.73,
              42.93
            ],
            [
              -100.74,
              42.93
            ],
            [
              -100.75,
              42.93
            ],
            [
              -100.76,
              42.93
            ],
            [
              -100.77,
              42.92
            ],
            [
              -100.78,
              42.92
            ],
            [
              -100.79,
              42.92
            ],
            [
              -100.8,
              42.91
            ],
            [
              -100.81,
              42.91
            ],
            [
              -100.82,
              42.9
            ],
            [
              -100.83,
              42.89
            ],
            [
              -100.84,
              42.88
            ],
            [
              -100.85,
              42.87
            ],
            [
              -100.86,
              42.86
            ],
            [
              -100.87,
              42.86
            ],
            [
              -100.88,
              42.86
            ],
            [
              -100.89,
              42.85
            ],
            [
              -100.9,
              42.85
            ],
            [
              -100.91,
              42.86
            ],
            [
              -100.92,
              42.87
            ],
            [
              -100.91,
              42.88
            ],
            [
              -100.9,
              42.89
            ],
            [
              -100.89,
              42.9
            ],
            [
              -100.9,
              42.91
            ],
            [
              -100.91,
              42.91
            ],
            [
              -100.92,
              42.92
            ],
            [
              -100.93,
              42.93
            ],
            [
              -100.93,
              42.94
            ],
            [
              -100.94,
              42.95
            ],
            [
              -100.95,
              42.95
            ],
            [
              -100.96,
              42.96
            ],
            [
              -100.97,
              42.96
            ],
            [
              -100.98,
              42.96
            ],
            [
              -100.99,
              42.95
            ],
            [
              -101.0,
              42.95
            ],
            [
              -101.01,
              42.95
            ],
            [
              -101.02,
              42.95
            ],
            [
              -101.03,
              42.94
            ],
            [
              -101.04,
              42.94
            ],
            [
              -101.05,
              42.94
            ],
            [
              -101.06,
              42.94
            ],
            [
              -101.07,
              42.94
            ],
            [
              -101.08,
              42.94
            ],
            [
              -101.09,
              42.95
            ],
            [
              -101.1,
              42.96
            ],
            [
              -101.11,
              42.96
            ],
            [
              -101.12,
              42.97
            ],
            [
              -101.12,
              42.98
            ],
            [
              -101.13,
              42.99
            ],
            [
              -101.13,
              43.0
            ],
            [
              -101.14,
              43.01
            ],
            [
              -101.14,
              43.02
            ],
            [
              -101.13,
              43.03
            ],
            [
              -101.13,
              43.04
            ],
            [
              -101.12,
              43.05
            ],
            [
              -101.11,
              43.06
            ],
            [
              -101.11,
              43.07
            ],
            [
              -101.1,
              43.07
            ],
            [
              -101.09,
              43.08
            ],
            [
              -101.08,
              43.08
            ],
            [
              -101.07,
              43.08
            ],
            [
              -101.06,
              43.09
            ],
            [
              -101.05,
              43.09
            ],
            [
              -101.04,
              43.1
            ],
            [
              -101.03,
              43.1
            ],
            [
              -101.02,
              43.1
            ],
            [
              -101.01,
              43.1
            ],
            [
              -101.0,
              43.1
            ],
            [
              -100.99,
              43.1
            ],
            [
              -100.98,
              43.09
            ],
            [
              -100.97,
              43.09
            ],
            [
              -100.96,
              43.08
            ],
            [
              -100.95,
              43.08
            ],
            [
              -100.94,
              43.08
            ],
            [
              -100.93,
              43.07
            ],
            [
              -100.92,
              43.07
            ],
            [
              -100.91,
              43.07
            ],
            [
              -100.9,
              43.07
            ],
            [
              -100.89,
              43.08
            ],
            [
              -100.88,
              43.08
            ],
            [
              -100.87,
              43.08
            ],
            [
              -100.86,
              43.07
            ],
            [
              -100.85,
              43.06
            ],
            [
              -100.84,
              43.05
            ],
            [
              -100.83,
              43.04
            ],
            [
              -100.82,
              43.04
            ],
            [
              -100.81,
              43.04
            ],
            [
              -100.8,
              43.04
            ],
            [
              -100.79,
              43.04
            ],
            [
              -100.78,
              43.04
            ],
            [
              -100.77,
              43.04
            ],
            [
              -100.76,
              43.04
            ],
            [
              -100.75,
              43.05
            ],
            [
              -100.74,
              43.06
            ],
            [
              -100.73,
              43.06
            ],
            [
              -100.72,
              43.07
            ],
            [
              -100.71,
              43.07
            ],
            [
              -100.7,
              43.08
            ],
            [
              -100.69,
              43.08
            ],
            [
              -100.68,
              43.09
            ],
            [
              -100.67,
              43.09
            ],
            [
              -100.66,
              43.1
            ],
            [
              -100.65,
              43.1
            ],
            [
              -100.64,
              43.1
            ],
            [
              -100.63,
              43.1
            ],
            [
              -100.62,
              43.1
            ],
            [
              -100.61,
              43.11
            ],
            [
              -100.6,
              43.11
            ],
            [
              -100.59,
              43.11
            ],
            [
              -100.58,
              43.12
            ],
            [
              -100.57,
              43.12
            ],
            [
              -100.56,
              43.12
            ],
            [
              -100.55,
              43.13
            ],
            [
              -100.54,
              43.13
            ],
            [
              -100.53,
              43.13
            ],
            [
              -100.52,
              43.13
            ],
            [
              -100.51,
              43.14
            ],
            [
              -100.5,
              43.14
            ],
            [
              -100.49,
              43.14
            ],
            [
              -100.48,
              43.14
            ],
            [
              -100.47,
              43.14
            ],
            [
              -100.46,
              43.14
            ],
            [
              -100.45,
              43.14
            ],
            [
              -100.44,
              43.15
            ],
            [
              -100.43,
              43.15
            ],
            [
              -100.42,
              43.15
            ],
            [
              -100.41,
              43.15
            ],
            [
              -100.4,
              43.15
            ],
            [
              -100.39,
              43.15
            ],
            [
              -100.38,
              43.15
            ],
            [
              -100.37,
              43.15
            ],
            [
              -100.36,
              43.16
            ],
            [
              -100.35,
              43.17
            ],
            [
              -100.35,
              43.18
            ],
            [
              -100.35,
              43.19
            ],
            [
              -100.35,
              43.2
            ]
          ]
        ]
      },
      "raw_probability": 0.1321,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "7852861f5ac5eb9834307cf7dce1895ee902a21274e3c7b6013299021b3c9914",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.1321,
        "probability": 0.002051,
        "confidence_lo": 0.001914,
        "confidence_hi": 0.002051,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4f9b7da738ae70310945f4cbc8acf37b95de6150cece2ef220af87c407b3de37",
        "signature": {
          "alg": "ed25519",
          "sig": "a105ddeba3f7ebabbe63a45fa1dfc098ce3ae71593afae6df870853cace22cdf91732d738ec9e0eeabb9d01f97d06e37a77a9a529322fd4027e6ff0c8a863801"
        }
      },
      "receipt_sha256": "4f9b7da738ae70310945f4cbc8acf37b95de6150cece2ef220af87c407b3de37"
    },
    {
      "storm_id": "233266",
      "lat": 43.194,
      "lon": -100.919,
      "motion_east": 3.1,
      "motion_south": -2.0,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 985.0,
      "ebshear": 48.0,
      "srh01": 130.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 130.0
        },
        {
          "name": "hrrr_pwat",
          "value": 25.4802
        },
        {
          "name": "alignment",
          "value": -0.9002
        },
        {
          "name": "tau",
          "value": 0.6627
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1321
      },
      "coherence_score": 0.6627494096755981,
      "coherence_diagnostics": {
        "tau": 0.6627494096755981,
        "grad_tau": 0.12267609685659409,
        "torsion": 0.0,
        "alignment": -0.9001981616020203,
        "S_field": 0.2549111843109131,
        "Gamma_field": 0.17326009273529053,
        "S_over_Gamma": 1.4712631702423096,
        "Da": 10.51340103149414,
        "E_coh": 0.3410651981830597,
        "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": [
          [
            [
              -100.95,
              43.23
            ],
            [
              -100.87,
              43.23
            ],
            [
              -100.86,
              43.22
            ],
            [
              -100.86,
              43.18
            ],
            [
              -100.89,
              43.16
            ],
            [
              -100.93,
              43.16
            ],
            [
              -100.94,
              43.15
            ],
            [
              -100.97,
              43.16
            ],
            [
              -100.97,
              43.22
            ],
            [
              -100.95,
              43.23
            ]
          ]
        ]
      },
      "raw_probability": 0.1321,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "7852861f5ac5eb9834307cf7dce1895ee902a21274e3c7b6013299021b3c9914",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.1321,
        "probability": 0.002051,
        "confidence_lo": 0.001914,
        "confidence_hi": 0.002051,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4f9b7da738ae70310945f4cbc8acf37b95de6150cece2ef220af87c407b3de37",
        "signature": {
          "alg": "ed25519",
          "sig": "a105ddeba3f7ebabbe63a45fa1dfc098ce3ae71593afae6df870853cace22cdf91732d738ec9e0eeabb9d01f97d06e37a77a9a529322fd4027e6ff0c8a863801"
        }
      },
      "receipt_sha256": "4f9b7da738ae70310945f4cbc8acf37b95de6150cece2ef220af87c407b3de37"
    },
    {
      "storm_id": "233211",
      "lat": 47.5978,
      "lon": -119.7233,
      "motion_east": 6.0,
      "motion_south": 1.6,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 358.0,
      "ebshear": 29.0,
      "srh01": 74.0,
      "maxllaz": 0.002,
      "mesh": 0.42,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 74.0
        },
        {
          "name": "hrrr_pwat",
          "value": 20.7302
        },
        {
          "name": "alignment",
          "value": 0.9765
        },
        {
          "name": "tau",
          "value": 0.2286
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1264
      },
      "coherence_score": 0.22856462001800537,
      "coherence_diagnostics": {
        "tau": 0.22856462001800537,
        "grad_tau": 0.07591963559389114,
        "torsion": 0.0,
        "alignment": 0.9764596223831177,
        "S_field": 0.07885850965976715,
        "Gamma_field": 0.17159342765808105,
        "S_over_Gamma": 0.45956602692604065,
        "Da": 10.301212310791016,
        "E_coh": 0.5249581336975098,
        "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": [
          [
            [
              -119.74,
              47.63
            ],
            [
              -119.71,
              47.63
            ],
            [
              -119.69,
              47.61
            ],
            [
              -119.69,
              47.57
            ],
            [
              -119.7,
              47.56
            ],
            [
              -119.74,
              47.56
            ],
            [
              -119.75,
              47.57
            ],
            [
              -119.75,
              47.62
            ],
            [
              -119.74,
              47.63
            ]
          ]
        ]
      },
      "raw_probability": 0.1264,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "e3fcdaf7594a5cf68d37a8e1acbb9012ef3d5e90eac29992781c94740f6a2d34",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.1264,
        "probability": 0.002023,
        "confidence_lo": 0.001914,
        "confidence_hi": 0.002023,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d3771c7ac611606dafe16e328461d8fbb012519e6e612cc08cf311b42d50b177",
        "signature": {
          "alg": "ed25519",
          "sig": "a4e5cc0349637b55ee50cdd84e1203fb91572482649d03b4033778a3e3bf37bc06ddc619305d2554e9d2482eb54ad91a383a1cad957120a19515fbdaa2d33409"
        }
      },
      "receipt_sha256": "d3771c7ac611606dafe16e328461d8fbb012519e6e612cc08cf311b42d50b177"
    },
    {
      "storm_id": "233292",
      "lat": 44.942,
      "lon": -77.59,
      "motion_east": 7.6,
      "motion_south": 7.6,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 808.0,
      "ebshear": 44.0,
      "srh01": 33.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 33.0
        },
        {
          "name": "hrrr_pwat",
          "value": 28.1052
        },
        {
          "name": "alignment",
          "value": 7.329
        },
        {
          "name": "tau",
          "value": 1.3464
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1237
      },
      "coherence_score": 1.346442699432373,
      "coherence_diagnostics": {
        "tau": 1.346442699432373,
        "grad_tau": 0.11762425303459167,
        "torsion": 0.0,
        "alignment": 7.32896614074707,
        "S_field": 0.626416027545929,
        "Gamma_field": 0.25492674112319946,
        "S_over_Gamma": 2.4572393894195557,
        "Da": 14.79146957397461,
        "E_coh": 0.7250586748123169,
        "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": [
          [
            [
              -77.59,
              44.98
            ],
            [
              -77.56,
              44.97
            ],
            [
              -77.56,
              44.93
            ],
            [
              -77.55,
              44.91
            ],
            [
              -77.57,
              44.9
            ],
            [
              -77.62,
              44.9
            ],
            [
              -77.63,
              44.91
            ],
            [
              -77.63,
              44.97
            ],
            [
              -77.6,
              44.97
            ],
            [
              -77.59,
              44.98
            ]
          ]
        ]
      },
      "raw_probability": 0.1237,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "d1cd1345aa979ae9f979a1a60006ac1e3907c7419d584c2e8bf1776a67f16b3d",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.1237,
        "probability": 0.002003,
        "confidence_lo": 0.001914,
        "confidence_hi": 0.002003,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "35157dae8d02175419d73c6e467477cc03a55600b756782360e6d4523f755213",
        "signature": {
          "alg": "ed25519",
          "sig": "3ddea6f3791d59ea507590a3e64faf25756546b013602b6e0ba48d4d59e9a8ea93865400ee7ea203c49616006d39094688e9a62f3913d56464e92d14cfd9940a"
        }
      },
      "receipt_sha256": "35157dae8d02175419d73c6e467477cc03a55600b756782360e6d4523f755213"
    },
    {
      "storm_id": "233123",
      "lat": 43.5835,
      "lon": -102.7212,
      "motion_east": 7.3,
      "motion_south": -1.0,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 543.0,
      "ebshear": 42.0,
      "srh01": 61.0,
      "maxllaz": 0.003,
      "mesh": 0.07,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 61.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.2302
        },
        {
          "name": "alignment",
          "value": -1.9171
        },
        {
          "name": "tau",
          "value": 0.546
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1221
      },
      "coherence_score": 0.5460480451583862,
      "coherence_diagnostics": {
        "tau": 0.5460480451583862,
        "grad_tau": 0.022396955639123917,
        "torsion": 0.0,
        "alignment": -1.9170559644699097,
        "S_field": 0.28266990184783936,
        "Gamma_field": 0.864926815032959,
        "S_over_Gamma": 0.326813668012619,
        "Da": 52.31507873535156,
        "E_coh": 0.1707402616739273,
        "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": [
          [
            [
              -102.76,
              43.63
            ],
            [
              -102.7,
              43.63
            ],
            [
              -102.69,
              43.62
            ],
            [
              -102.61,
              43.61
            ],
            [
              -102.6,
              43.6
            ],
            [
              -102.6,
              43.56
            ],
            [
              -102.61,
              43.54
            ],
            [
              -102.67,
              43.54
            ],
            [
              -102.68,
              43.53
            ],
            [
              -102.75,
              43.53
            ],
            [
              -102.76,
              43.54
            ],
            [
              -102.8,
              43.54
            ],
            [
              -102.84,
              43.58
            ],
            [
              -102.84,
              43.6
            ],
            [
              -102.82,
              43.62
            ],
            [
              -102.77,
              43.62
            ],
            [
              -102.76,
              43.63
            ]
          ]
        ]
      },
      "raw_probability": 0.1221,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "c9433b2d85b6564529bb03f2203a6a84aee82e72c467f888bcb80047496cdf3a",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.1221,
        "probability": 0.002003,
        "confidence_lo": 0.001914,
        "confidence_hi": 0.002003,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6e0fb506b6683b71810203595f160fa3d65e37a9a9dccf7bf55bf9755b23a006",
        "signature": {
          "alg": "ed25519",
          "sig": "d3742417fc915eb3942ad3b893e57bc181521d052b4c106abf3005a4f8066d09ef207cf540dcd5cf6c40a206e17ef5cced0cd8d79cae3cf2b8931f498e5d2d09"
        }
      },
      "receipt_sha256": "6e0fb506b6683b71810203595f160fa3d65e37a9a9dccf7bf55bf9755b23a006"
    },
    {
      "storm_id": "233234",
      "lat": 40.694,
      "lon": -75.623,
      "motion_east": 7.2,
      "motion_south": 5.7,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1142.0,
      "ebshear": 36.0,
      "srh01": 55.0,
      "maxllaz": 0.002,
      "mesh": 0.14,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 55.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.8552
        },
        {
          "name": "alignment",
          "value": 2.3424
        },
        {
          "name": "tau",
          "value": 1.2999
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1212
      },
      "coherence_score": 1.2999043464660645,
      "coherence_diagnostics": {
        "tau": 1.2999043464660645,
        "grad_tau": 0.06813064217567444,
        "torsion": 0.0,
        "alignment": 2.3423914909362793,
        "S_field": 0.21408525109291077,
        "Gamma_field": 0.3349267542362213,
        "S_over_Gamma": 0.6392002105712891,
        "Da": 19.596546173095703,
        "E_coh": 0.4224030077457428,
        "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": [
          [
            [
              -75.65,
              40.73
            ],
            [
              -75.57,
              40.73
            ],
            [
              -75.56,
              40.69
            ],
            [
              -75.59,
              40.65
            ],
            [
              -75.62,
              40.65
            ],
            [
              -75.62,
              40.66
            ],
            [
              -75.65,
              40.69
            ],
            [
              -75.66,
              40.69
            ],
            [
              -75.66,
              40.72
            ],
            [
              -75.65,
              40.73
            ]
          ]
        ]
      },
      "raw_probability": 0.1212,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "cf5cebc2bb3efa75d0a046f7ae7ca6b14514d2a2f32748bd14c206177c067d10",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.1212,
        "probability": 0.002003,
        "confidence_lo": 0.001914,
        "confidence_hi": 0.002003,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "540c62fde0b39b779488db1c1b40a0d1e25f7f2311b0f721aafce09d7d746d52",
        "signature": {
          "alg": "ed25519",
          "sig": "83d8a01ad584256840d269a6d8ba1e0e06de907473774b89d4375c588ee0568ed0134c464a84b40b67bd3802cc23f4e5f416d204f7036708873c896f8b4b620c"
        }
      },
      "receipt_sha256": "540c62fde0b39b779488db1c1b40a0d1e25f7f2311b0f721aafce09d7d746d52"
    },
    {
      "storm_id": "233183",
      "lat": 43.6089,
      "lon": -102.0922,
      "motion_east": 6.0,
      "motion_south": 1.6,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 238.0,
      "ebshear": 38.0,
      "srh01": 110.0,
      "maxllaz": 0.002,
      "mesh": 0.22,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 110.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.9802
        },
        {
          "name": "alignment",
          "value": 1.5344
        },
        {
          "name": "tau",
          "value": 0.5446
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1211
      },
      "coherence_score": 0.5446277260780334,
      "coherence_diagnostics": {
        "tau": 0.5446277260780334,
        "grad_tau": 0.059953395277261734,
        "torsion": 0.0,
        "alignment": 1.5343741178512573,
        "S_field": 0.2653414011001587,
        "Gamma_field": 0.9857600927352905,
        "S_over_Gamma": 0.2691744267940521,
        "Da": 60.25233459472656,
        "E_coh": 0.016205886378884315,
        "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": [
          [
            [
              -102.11,
              43.64
            ],
            [
              -102.07,
              43.64
            ],
            [
              -102.06,
              43.62
            ],
            [
              -102.06,
              43.59
            ],
            [
              -102.08,
              43.57
            ],
            [
              -102.1,
              43.57
            ],
            [
              -102.12,
              43.59
            ],
            [
              -102.12,
              43.62
            ],
            [
              -102.11,
              43.64
            ]
          ]
        ]
      },
      "raw_probability": 0.1211,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "a237ed9f351d364f98cf75383a772f54a14d674f1b31e70a5e3ace36c5f11a7a",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.1211,
        "probability": 0.001978,
        "confidence_lo": 0.001914,
        "confidence_hi": 0.001978,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ea7aff2facba3eb8ee969d238fec7ed1035f0e76573d9599691788c05b3aaa51",
        "signature": {
          "alg": "ed25519",
          "sig": "c788139b051731f8d80233f3fdfb50104f38a48c1c935b79197fd988a3b96738ff0791d2a1caaa84e9b2391e2d116161ed777158179316ddd43cf6f2624b620f"
        }
      },
      "receipt_sha256": "ea7aff2facba3eb8ee969d238fec7ed1035f0e76573d9599691788c05b3aaa51"
    },
    {
      "storm_id": "233102",
      "lat": 43.1391,
      "lon": -98.4655,
      "motion_east": 6.0,
      "motion_south": 1.6,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1161.0,
      "ebshear": 57.0,
      "srh01": 51.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 51.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.9802
        },
        {
          "name": "alignment",
          "value": 1.5932
        },
        {
          "name": "tau",
          "value": 0.8941
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1195
      },
      "coherence_score": 0.894073486328125,
      "coherence_diagnostics": {
        "tau": 0.894073486328125,
        "grad_tau": 0.015618789941072464,
        "torsion": 0.0,
        "alignment": 1.5932358503341675,
        "S_field": 0.317562073469162,
        "Gamma_field": 0.17409342527389526,
        "S_over_Gamma": 1.8240900039672852,
        "Da": 10.427655220031738,
        "E_coh": 0.35856521129608154,
        "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": [
          [
            [
              -98.48,
              43.2
            ],
            [
              -98.44,
              43.19
            ],
            [
              -98.39,
              43.14
            ],
            [
              -98.39,
              43.11
            ],
            [
              -98.41,
              43.08
            ],
            [
              -98.47,
              43.07
            ],
            [
              -98.51,
              43.09
            ],
            [
              -98.52,
              43.11
            ],
            [
              -98.52,
              43.16
            ],
            [
              -98.51,
              43.18
            ],
            [
              -98.48,
              43.2
            ]
          ]
        ]
      },
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "307bf6e7afca3ede49bef4f93d44c8693ced24d33929531f6dffba739ebbebbb",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.1195,
        "probability": 0.001978,
        "confidence_lo": 0.001914,
        "confidence_hi": 0.001978,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "674103dc1ff68aa896b4f4e43176522dc9a3e40e3b7a327725f56a9a13840bf3",
        "signature": {
          "alg": "ed25519",
          "sig": "576a273e1de342537ca8f12424f2c1979614a5b17168d1067ab0ee83ea87d41b90aa7f21ed47df8fa27824e2b991de0bb1b58be831a299a2bd7e9b36a3f8cb0d"
        }
      },
      "receipt_sha256": "674103dc1ff68aa896b4f4e43176522dc9a3e40e3b7a327725f56a9a13840bf3"
    },
    {
      "storm_id": "233229",
      "lat": 43.5845,
      "lon": -98.1945,
      "motion_east": 6.0,
      "motion_south": 1.6,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1453.0,
      "ebshear": 51.0,
      "srh01": 38.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 38.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.9802
        },
        {
          "name": "alignment",
          "value": 1.5932
        },
        {
          "name": "tau",
          "value": 0.8941
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1187
      },
      "coherence_score": 0.894073486328125,
      "coherence_diagnostics": {
        "tau": 0.894073486328125,
        "grad_tau": 0.015618789941072464,
        "torsion": 0.0,
        "alignment": 1.5932358503341675,
        "S_field": 0.317562073469162,
        "Gamma_field": 0.17409342527389526,
        "S_over_Gamma": 1.8240900039672852,
        "Da": 10.427655220031738,
        "E_coh": 0.35856521129608154,
        "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": [
          [
            [
              -98.21,
              43.62
            ],
            [
              -98.17,
              43.62
            ],
            [
              -98.15,
              43.6
            ],
            [
              -98.15,
              43.56
            ],
            [
              -98.16,
              43.55
            ],
            [
              -98.18,
              43.54
            ],
            [
              -98.21,
              43.54
            ],
            [
              -98.24,
              43.56
            ],
            [
              -98.24,
              43.61
            ],
            [
              -98.22,
              43.61
            ],
            [
              -98.21,
              43.62
            ]
          ]
        ]
      },
      "raw_probability": 0.1187,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "1ead32b83c5c17f81455d1d3a1fc6b25c3e1ea951520cc18378d79674b71667a",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.1187,
        "probability": 0.001978,
        "confidence_lo": 0.001914,
        "confidence_hi": 0.001978,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6855ec9a07ba47668be23b39684215e77a34f57a562c5705879ddc4cf39fb6b3",
        "signature": {
          "alg": "ed25519",
          "sig": "2d8d4987da7381228b8e76dc559909bcadae32a3a4eaf351de38f192198afdf2e7c8397dd16a31ffc1865f7a93f4c0cd2c9ceb17b8d2e4aea0ed88a65c5fd901"
        }
      },
      "receipt_sha256": "6855ec9a07ba47668be23b39684215e77a34f57a562c5705879ddc4cf39fb6b3"
    },
    {
      "storm_id": "233195",
      "lat": 44.5454,
      "lon": -100.5637,
      "motion_east": 6.2,
      "motion_south": 1.6,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1070.0,
      "ebshear": 52.0,
      "srh01": 67.0,
      "maxllaz": 0.003,
      "mesh": 0.1,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 67.0
        },
        {
          "name": "hrrr_pwat",
          "value": 30.3552
        },
        {
          "name": "alignment",
          "value": -2.2692
        },
        {
          "name": "tau",
          "value": 0.7085
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1177
      },
      "coherence_score": 0.7085305452346802,
      "coherence_diagnostics": {
        "tau": 0.7085305452346802,
        "grad_tau": 0.05945881828665733,
        "torsion": 0.0,
        "alignment": -2.269157886505127,
        "S_field": 0.1849288046360016,
        "Gamma_field": 0.3399267792701721,
        "S_over_Gamma": 0.5440254211425781,
        "Da": 20.494441986083984,
        "E_coh": 0.39999300241470337,
        "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": [
          [
            [
              -100.6,
              44.65
            ],
            [
              -100.54,
              44.65
            ],
            [
              -100.53,
              44.64
            ],
            [
              -100.52,
              44.62
            ],
            [
              -100.52,
              44.57
            ],
            [
              -100.55,
              44.54
            ],
            [
              -100.55,
              44.52
            ],
            [
              -100.54,
              44.51
            ],
            [
              -100.5,
              44.51
            ],
            [
              -100.49,
              44.5
            ],
            [
              -100.49,
              44.46
            ],
            [
              -100.5,
              44.45
            ],
            [
              -100.55,
              44.45
            ],
            [
              -100.57,
              44.46
            ],
            [
              -100.56,
              44.47
            ],
            [
              -100.56,
              44.49
            ],
            [
              -100.57,
              44.5
            ],
            [
              -100.63,
              44.5
            ],
            [
              -100.64,
              44.52
            ],
            [
              -100.64,
              44.58
            ],
            [
              -100.63,
              44.59
            ],
            [
              -100.63,
              44.62
            ],
            [
              -100.62,
              44.64
            ],
            [
              -100.6,
              44.65
            ]
          ]
        ]
      },
      "raw_probability": 0.1177,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "bd946683f29539864a2df5c5d95ea574bec0c37eced392395a7c874e7f5a73ba",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.1177,
        "probability": 0.001978,
        "confidence_lo": 0.001914,
        "confidence_hi": 0.001978,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d47e49ebd8d9b5ede56898e4d3e8830e85eb00ecf48a2713f21c69cfb15e86b0",
        "signature": {
          "alg": "ed25519",
          "sig": "75d02093a4e193add6e487b4ae4af0018076557fe6224767c38f7e598ef80dbed8524cc36da03812d1a954f313e597589754b223ea724f4f6ac48fd0c14e530f"
        }
      },
      "receipt_sha256": "d47e49ebd8d9b5ede56898e4d3e8830e85eb00ecf48a2713f21c69cfb15e86b0"
    },
    {
      "storm_id": "233262",
      "lat": 45.1738,
      "lon": -102.0092,
      "motion_east": 7.4,
      "motion_south": 1.6,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 34.0,
      "ebshear": 21.0,
      "srh01": 32.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 32.0
        },
        {
          "name": "hrrr_pwat",
          "value": 28.1052
        },
        {
          "name": "alignment",
          "value": -6.8847
        },
        {
          "name": "tau",
          "value": 0.7405
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1163
      },
      "coherence_score": 0.7404844760894775,
      "coherence_diagnostics": {
        "tau": 0.7404844760894775,
        "grad_tau": 0.05911359563469887,
        "torsion": 0.0,
        "alignment": -6.884666442871094,
        "S_field": 0.3497198224067688,
        "Gamma_field": 0.4257601201534271,
        "S_over_Gamma": 0.821401059627533,
        "Da": 26.008956909179688,
        "E_coh": 0.1302884966135025,
        "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": [
          [
            [
              -102.05,
              45.24
            ],
            [
              -101.96,
              45.24
            ],
            [
              -101.93,
              45.22
            ],
            [
              -101.94,
              45.16
            ],
            [
              -101.98,
              45.12
            ],
            [
              -101.99,
              45.1
            ],
            [
              -102.01,
              45.1
            ],
            [
              -102.02,
              45.11
            ],
            [
              -102.02,
              45.15
            ],
            [
              -102.05,
              45.18
            ],
            [
              -102.06,
              45.18
            ],
            [
              -102.06,
              45.22
            ],
            [
              -102.05,
              45.24
            ]
          ]
        ]
      },
      "raw_probability": 0.1163,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "9a54fb948183146038c4bc8e2e34ad2c52c8f96a9c3177bd4c2ac5d391e322e7",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.1163,
        "probability": 0.001978,
        "confidence_lo": 0.001914,
        "confidence_hi": 0.001978,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "56399292be591a6c2bdab463f848261daca3e28288b8e6f00f6271da020243ef",
        "signature": {
          "alg": "ed25519",
          "sig": "8c0618cf4b30033519ca05bf374173c9601c19c2f0691c4286ac9142e29f574faa6a7b79a029e33156cad18b8839a77a312497115f0270a949a396af8c67980f"
        }
      },
      "receipt_sha256": "56399292be591a6c2bdab463f848261daca3e28288b8e6f00f6271da020243ef"
    },
    {
      "storm_id": "233300",
      "lat": 34.4537,
      "lon": -114.775,
      "motion_east": 6.0,
      "motion_south": 1.6,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1795.0,
      "ebshear": 20.0,
      "srh01": 90.0,
      "maxllaz": 0.001,
      "mesh": 0.03,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 90.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.3552
        },
        {
          "name": "alignment",
          "value": -3.6081
        },
        {
          "name": "tau",
          "value": 0.3735
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1145
      },
      "coherence_score": 0.3735164403915405,
      "coherence_diagnostics": {
        "tau": 0.3735164403915405,
        "grad_tau": 0.08020275831222534,
        "torsion": 0.0,
        "alignment": -3.608083724975586,
        "S_field": 0.0369349867105484,
        "Gamma_field": 0.19076009094715118,
        "S_over_Gamma": 0.19362010061740875,
        "Da": 11.569808959960938,
        "E_coh": 0.23946678638458252,
        "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": [
          [
            [
              -114.79,
              34.48
            ],
            [
              -114.76,
              34.48
            ],
            [
              -114.75,
              34.47
            ],
            [
              -114.75,
              34.42
            ],
            [
              -114.76,
              34.41
            ],
            [
              -114.8,
              34.42
            ],
            [
              -114.8,
              34.47
            ],
            [
              -114.79,
              34.48
            ]
          ]
        ]
      },
      "raw_probability": 0.1145,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "5d10cc00674ffe00314d834a411840b5a19b25306d19ce68b7b921f786ca81c3",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.1145,
        "probability": 0.001978,
        "confidence_lo": 0.001914,
        "confidence_hi": 0.001978,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a940132da735ebe801f1bef932a3eaa2cf7ac3c50f862e0556344588af51aaf3",
        "signature": {
          "alg": "ed25519",
          "sig": "1a65c7632b577501f20a8c4746092fd363baabca8833a94340d4f5b985db0e6e00f960a20e22d639a65916347d27e4caefe33a9e226b2d630f08d5b720cacf08"
        }
      },
      "receipt_sha256": "a940132da735ebe801f1bef932a3eaa2cf7ac3c50f862e0556344588af51aaf3"
    },
    {
      "storm_id": "233253",
      "lat": 34.1011,
      "lon": -74.3722,
      "motion_east": 6.0,
      "motion_south": 1.6,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2767.0,
      "ebshear": 12.0,
      "srh01": 23.0,
      "maxllaz": 0.001,
      "mesh": 0.34,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 23.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.8552
        },
        {
          "name": "alignment",
          "value": -1.3044
        },
        {
          "name": "tau",
          "value": 2.5943
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1106
      },
      "coherence_score": 2.5943009853363037,
      "coherence_diagnostics": {
        "tau": 2.5943009853363037,
        "grad_tau": 0.4097217917442322,
        "torsion": 0.0,
        "alignment": -1.3044309616088867,
        "S_field": 1.2837023735046387,
        "Gamma_field": 0.2532601058483124,
        "S_over_Gamma": 5.068711280822754,
        "Da": 16.642240524291992,
        "E_coh": 0.921417236328125,
        "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": [
          [
            [
              -74.42,
              34.16
            ],
            [
              -74.41,
              34.15
            ],
            [
              -74.39,
              34.16
            ],
            [
              -74.36,
              34.14
            ],
            [
              -74.32,
              34.13
            ],
            [
              -74.31,
              34.11
            ],
            [
              -74.31,
              34.08
            ],
            [
              -74.32,
              34.07
            ],
            [
              -74.32,
              34.05
            ],
            [
              -74.33,
              34.05
            ],
            [
              -74.34,
              34.03
            ],
            [
              -74.36,
              34.05
            ],
            [
              -74.4,
              34.05
            ],
            [
              -74.42,
              34.04
            ],
            [
              -74.42,
              34.12
            ],
            [
              -74.43,
              34.13
            ],
            [
              -74.42,
              34.14
            ],
            [
              -74.42,
              34.16
            ]
          ]
        ]
      },
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "786ea505c0860030a67bbf306b5ea14de53001facfe5e04cd7fe1e5f34105de1",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.1106,
        "probability": 0.001921,
        "confidence_lo": 0.001577,
        "confidence_hi": 0.001922,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "bea11eacaf0eef430e5d1955788634156fcb9c5221fadad369c8837549381eee",
        "signature": {
          "alg": "ed25519",
          "sig": "20ca5f07255e71389c039f0c8de3f0dab9eb26a16a659fa008b7c9e1695923fd3c0ef60a1a9be465b0c7674621021164229dbcb059bbce47a0c652076c05dc08"
        }
      },
      "receipt_sha256": "bea11eacaf0eef430e5d1955788634156fcb9c5221fadad369c8837549381eee"
    },
    {
      "storm_id": "233054",
      "lat": 48.0425,
      "lon": -118.1962,
      "motion_east": 6.0,
      "motion_south": 1.6,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 547.0,
      "ebshear": 44.0,
      "srh01": 15.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 15.0
        },
        {
          "name": "hrrr_pwat",
          "value": 26.1052
        },
        {
          "name": "alignment",
          "value": -5.6151
        },
        {
          "name": "tau",
          "value": 0.1795
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1089
      },
      "coherence_score": 0.1795285940170288,
      "coherence_diagnostics": {
        "tau": 0.1795285940170288,
        "grad_tau": 0.1505129635334015,
        "torsion": 0.0,
        "alignment": -5.615100860595703,
        "S_field": 0.051414892077445984,
        "Gamma_field": 0.1657600998878479,
        "S_over_Gamma": 0.3101765215396881,
        "Da": 10.937695503234863,
        "E_coh": 0.581396758556366,
        "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": [
          [
            [
              -118.22,
              48.08
            ],
            [
              -118.16,
              48.08
            ],
            [
              -118.17,
              48.07
            ],
            [
              -118.17,
              48.01
            ],
            [
              -118.2,
              48.01
            ],
            [
              -118.21,
              48.0
            ],
            [
              -118.22,
              48.01
            ],
            [
              -118.22,
              48.08
            ]
          ]
        ]
      },
      "raw_probability": 0.1089,
      "confidence_lo": 0.0011,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "aa6d1e2980aea44108c921ab3c5a7e077b3181fd63f61feaf8547c213be1b4a5",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.1089,
        "probability": 0.001921,
        "confidence_lo": 0.001114,
        "confidence_hi": 0.001922,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9df9e9056e2820f9ffd6d16e286ef06bcd5c8168baad3036191b3eebe20324a1",
        "signature": {
          "alg": "ed25519",
          "sig": "764d24f1052e9aef40ba6a4924425355210886689763b0f8942a2dac606381293ebbc48767641531708ff43586bd7e88fe97161489b3cb7e41524b1eb392850b"
        }
      },
      "receipt_sha256": "9df9e9056e2820f9ffd6d16e286ef06bcd5c8168baad3036191b3eebe20324a1"
    },
    {
      "storm_id": "233290",
      "lat": 45.1192,
      "lon": -102.2792,
      "motion_east": 8.6,
      "motion_south": 1.5,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 67.0,
      "ebshear": 20.0,
      "srh01": 34.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 34.0
        },
        {
          "name": "hrrr_pwat",
          "value": 26.2302
        },
        {
          "name": "alignment",
          "value": 5.5027
        },
        {
          "name": "tau",
          "value": 0.6442
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1084
      },
      "coherence_score": 0.6441976428031921,
      "coherence_diagnostics": {
        "tau": 0.6441976428031921,
        "grad_tau": 0.07799867540597916,
        "torsion": 0.0,
        "alignment": 5.502742290496826,
        "S_field": 0.2569006681442261,
        "Gamma_field": 0.7140935063362122,
        "S_over_Gamma": 0.35975775122642517,
        "Da": 42.26738357543945,
        "E_coh": 0.1934967190027237,
        "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": [
          [
            [
              -102.3,
              45.18
            ],
            [
              -102.26,
              45.18
            ],
            [
              -102.25,
              45.17
            ],
            [
              -102.22,
              45.17
            ],
            [
              -102.21,
              45.16
            ],
            [
              -102.16,
              45.16
            ],
            [
              -102.15,
              45.15
            ],
            [
              -102.13,
              45.15
            ],
            [
              -102.15,
              45.14
            ],
            [
              -102.15,
              45.12
            ],
            [
              -102.21,
              45.12
            ],
            [
              -102.22,
              45.11
            ],
            [
              -102.22,
              45.09
            ],
            [
              -102.25,
              45.09
            ],
            [
              -102.27,
              45.08
            ],
            [
              -102.28,
              45.06
            ],
            [
              -102.29,
              45.06
            ],
            [
              -102.31,
              45.04
            ],
            [
              -102.41,
              45.05
            ],
            [
              -102.44,
              45.07
            ],
            [
              -102.44,
              45.09
            ],
            [
              -102.43,
              45.1
            ],
            [
              -102.44,
              45.11
            ],
            [
              -102.42,
              45.13
            ],
            [
              -102.35,
              45.14
            ],
            [
              -102.3,
              45.18
            ]
          ]
        ]
      },
      "raw_probability": 0.1084,
      "confidence_lo": 0.0011,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "75ac789da1a376db76c7007aba16cfe5109e86b639692ef44ea7ab48dbd0d142",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.1084,
        "probability": 0.001921,
        "confidence_lo": 0.001114,
        "confidence_hi": 0.001922,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "87be73aa3c4c6c99c2f355efa51ce9dce317fb5e9f8678ac1e8a069a05cba936",
        "signature": {
          "alg": "ed25519",
          "sig": "8e95f0f113e6c42e5f23d0638786b2401b67a73302bea83b15f8ad6e9ee27616ad5b5460e8159659435ea97bae422fdd1e4e468dc53d58df3266b05960946809"
        }
      },
      "receipt_sha256": "87be73aa3c4c6c99c2f355efa51ce9dce317fb5e9f8678ac1e8a069a05cba936"
    },
    {
      "storm_id": "233177",
      "lat": 34.2527,
      "lon": -74.2791,
      "motion_east": 6.0,
      "motion_south": 1.6,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2552.0,
      "ebshear": 12.0,
      "srh01": 26.0,
      "maxllaz": 0.001,
      "mesh": 0.23,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 26.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.8552
        },
        {
          "name": "alignment",
          "value": -1.3044
        },
        {
          "name": "tau",
          "value": 2.5943
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1083
      },
      "coherence_score": 2.5943009853363037,
      "coherence_diagnostics": {
        "tau": 2.5943009853363037,
        "grad_tau": 0.4097217917442322,
        "torsion": 0.0,
        "alignment": -1.3044309616088867,
        "S_field": 1.2837023735046387,
        "Gamma_field": 0.2532601058483124,
        "S_over_Gamma": 5.068711280822754,
        "Da": 16.642240524291992,
        "E_coh": 0.921417236328125,
        "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": [
          [
            [
              -74.3,
              34.29
            ],
            [
              -74.24,
              34.29
            ],
            [
              -74.23,
              34.28
            ],
            [
              -74.23,
              34.23
            ],
            [
              -74.24,
              34.21
            ],
            [
              -74.29,
              34.21
            ],
            [
              -74.3,
              34.22
            ],
            [
              -74.3,
              34.23
            ],
            [
              -74.32,
              34.25
            ],
            [
              -74.32,
              34.28
            ],
            [
              -74.3,
              34.29
            ]
          ]
        ]
      },
      "raw_probability": 0.1083,
      "confidence_lo": 0.0011,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "3c2e7a2947cdef631a29bf136e3cd3e28237cd65e2afaaf306056b6c17d04912",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.1083,
        "probability": 0.001921,
        "confidence_lo": 0.001114,
        "confidence_hi": 0.001922,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8c175e6b7dcf460bac3e587e679aea60b05b679c12a8ed9a9eeee0a6cb4dc135",
        "signature": {
          "alg": "ed25519",
          "sig": "06ccd1ece347bf4abe9b5b3019b25a8da59459ee1d51965ece2f7021852dff6427c7429643c9d545f021321b1cede1fed356f76b67e670352de4657951caae05"
        }
      },
      "receipt_sha256": "8c175e6b7dcf460bac3e587e679aea60b05b679c12a8ed9a9eeee0a6cb4dc135"
    },
    {
      "storm_id": "232875",
      "lat": 40.5379,
      "lon": -75.685,
      "motion_east": 7.2,
      "motion_south": 6.0,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1311.0,
      "ebshear": 35.0,
      "srh01": 52.0,
      "maxllaz": 0.005,
      "mesh": 0.11,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 52.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.8552
        },
        {
          "name": "alignment",
          "value": 2.3424
        },
        {
          "name": "tau",
          "value": 1.2999
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1061
      },
      "coherence_score": 1.2999043464660645,
      "coherence_diagnostics": {
        "tau": 1.2999043464660645,
        "grad_tau": 0.06813064217567444,
        "torsion": 0.0,
        "alignment": 2.3423914909362793,
        "S_field": 0.21408525109291077,
        "Gamma_field": 0.3349267542362213,
        "S_over_Gamma": 0.6392002105712891,
        "Da": 19.596546173095703,
        "E_coh": 0.4224030077457428,
        "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": [
          [
            [
              -75.72,
              40.6
            ],
            [
              -75.69,
              40.6
            ],
            [
              -75.68,
              40.59
            ],
            [
              -75.61,
              40.59
            ],
            [
              -75.57,
              40.57
            ],
            [
              -75.57,
              40.52
            ],
            [
              -75.66,
              40.43
            ],
            [
              -75.73,
              40.43
            ],
            [
              -75.75,
              40.44
            ],
            [
              -75.75,
              40.5
            ],
            [
              -75.74,
              40.52
            ],
            [
              -75.7,
              40.56
            ],
            [
              -75.7,
              40.58
            ],
            [
              -75.72,
              40.6
            ]
          ]
        ]
      },
      "raw_probability": 0.1061,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "cd67e764a4292154c6c55eec7bfc9e534555338880268056e759eb977bc4fb3b",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.1061,
        "probability": 0.001178,
        "confidence_lo": 0.001114,
        "confidence_hi": 0.001178,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "327ce48104afda8e12d225af9d1b5eb83d9022689cd16f706e2eb4629e480232",
        "signature": {
          "alg": "ed25519",
          "sig": "342ae8b3420c8343d155f60b0d9087ce89ce51d4e896e742f6a9d3f66f2c63e7b1c3debbe2e23e19b745550657d04183f6209f3769e54fd39351c281f635180c"
        }
      },
      "receipt_sha256": "327ce48104afda8e12d225af9d1b5eb83d9022689cd16f706e2eb4629e480232"
    },
    {
      "storm_id": "232932",
      "lat": 33.4733,
      "lon": -113.5347,
      "motion_east": 5.6,
      "motion_south": 0.6,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2278.0,
      "ebshear": 26.0,
      "srh01": 47.0,
      "maxllaz": 0.002,
      "mesh": 0.04,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 47.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.7302
        },
        {
          "name": "alignment",
          "value": 8.6012
        },
        {
          "name": "tau",
          "value": 0.5544
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1051
      },
      "coherence_score": 0.5544173121452332,
      "coherence_diagnostics": {
        "tau": 0.5544173121452332,
        "grad_tau": 0.0920584574341774,
        "torsion": 0.0,
        "alignment": 8.60116195678711,
        "S_field": 0.5280308127403259,
        "Gamma_field": 0.9882601499557495,
        "S_over_Gamma": 0.5343034267425537,
        "Da": 58.84511947631836,
        "E_coh": 0.7342858910560608,
        "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": [
          [
            [
              -113.55,
              33.56
            ],
            [
              -113.5,
              33.53
            ],
            [
              -113.5,
              33.5
            ],
            [
              -113.46,
              33.45
            ],
            [
              -113.46,
              33.43
            ],
            [
              -113.48,
              33.41
            ],
            [
              -113.48,
              33.4
            ],
            [
              -113.53,
              33.4
            ],
            [
              -113.53,
              33.41
            ],
            [
              -113.57,
              33.45
            ],
            [
              -113.6,
              33.46
            ],
            [
              -113.61,
              33.48
            ],
            [
              -113.61,
              33.52
            ],
            [
              -113.59,
              33.54
            ],
            [
              -113.55,
              33.56
            ]
          ]
        ]
      },
      "raw_probability": 0.1051,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "7adb05f5d40de2280f5889d8bbadf3db0545b0d5629dfbcc88f85bba7d317a48",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.1051,
        "probability": 0.001178,
        "confidence_lo": 0.001114,
        "confidence_hi": 0.001178,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6c14ff54a333ac6bca68982f617b134cbddc7431272b3e6f1b30dd7e4379c188",
        "signature": {
          "alg": "ed25519",
          "sig": "ca4445e3eb733c641746d30c52602f399ee9d2e872adc34fd8905d12ade7e77899b20ec9d8293fa8fdfdf6d546b1ebbbc2b2496c99400b4589fc9c6b9b1c180b"
        }
      },
      "receipt_sha256": "6c14ff54a333ac6bca68982f617b134cbddc7431272b3e6f1b30dd7e4379c188"
    },
    {
      "storm_id": "233249",
      "lat": 43.8908,
      "lon": -100.355,
      "motion_east": 9.6,
      "motion_south": 1.7,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 398.0,
      "ebshear": 55.0,
      "srh01": 37.0,
      "maxllaz": 0.004,
      "mesh": 0.11,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 37.0
        },
        {
          "name": "hrrr_pwat",
          "value": 26.6052
        },
        {
          "name": "alignment",
          "value": -0.3754
        },
        {
          "name": "tau",
          "value": 0.7841
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1024
      },
      "coherence_score": 0.7840912342071533,
      "coherence_diagnostics": {
        "tau": 0.7840912342071533,
        "grad_tau": 0.07527022063732147,
        "torsion": 0.0,
        "alignment": -0.37543582916259766,
        "S_field": 0.2575105130672455,
        "Gamma_field": 0.16659343242645264,
        "S_over_Gamma": 1.5457422733306885,
        "Da": 10.360852241516113,
        "E_coh": 0.42538926005363464,
        "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": [
          [
            [
              -100.35,
              43.92
            ],
            [
              -100.31,
              43.92
            ],
            [
              -100.3,
              43.91
            ],
            [
              -100.3,
              43.88
            ],
            [
              -100.34,
              43.85
            ],
            [
              -100.36,
              43.87
            ],
            [
              -100.39,
              43.85
            ],
            [
              -100.4,
              43.86
            ],
            [
              -100.4,
              43.9
            ],
            [
              -100.39,
              43.91
            ],
            [
              -100.37,
              43.9
            ],
            [
              -100.35,
              43.92
            ]
          ]
        ]
      },
      "raw_probability": 0.1024,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "e972c3c0eb02b015b2811ae184babc287a113a92ed94706c5580610acf9d04a0",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.1024,
        "probability": 0.001178,
        "confidence_lo": 0.001114,
        "confidence_hi": 0.001178,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9db3e4e8c2c01a6a3891345ec663a92df948f301b6a523c3056ed5bb4edead9d",
        "signature": {
          "alg": "ed25519",
          "sig": "d13f047783bd5236e55fc906114c9c205e79138e19de47bc0bd8dc8854cf77548c96e7bdc9762a7839ec2360f8037645a4059f381b846bc118a6fd4004c37b0c"
        }
      },
      "receipt_sha256": "9db3e4e8c2c01a6a3891345ec663a92df948f301b6a523c3056ed5bb4edead9d"
    },
    {
      "storm_id": "233286",
      "lat": 48.12,
      "lon": -102.5475,
      "motion_east": 6.0,
      "motion_south": 1.6,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 220.0,
      "ebshear": 29.0,
      "srh01": 49.0,
      "maxllaz": 0.001,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 49.0
        },
        {
          "name": "hrrr_pwat",
          "value": 25.6052
        },
        {
          "name": "alignment",
          "value": -0.3846
        },
        {
          "name": "tau",
          "value": 0.3797
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0988
      },
      "coherence_score": 0.37968045473098755,
      "coherence_diagnostics": {
        "tau": 0.37968045473098755,
        "grad_tau": 0.29575294256210327,
        "torsion": 0.0,
        "alignment": -0.3846026062965393,
        "S_field": 0.2940618395805359,
        "Gamma_field": 0.18326008319854736,
        "S_over_Gamma": 1.6046147346496582,
        "Da": 10.75634765625,
        "E_coh": 0.3516969382762909,
        "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": [
          [
            [
              -102.55,
              48.16
            ],
            [
              -102.53,
              48.14
            ],
            [
              -102.49,
              48.12
            ],
            [
              -102.53,
              48.08
            ],
            [
              -102.57,
              48.08
            ],
            [
              -102.58,
              48.09
            ],
            [
              -102.58,
              48.13
            ],
            [
              -102.55,
              48.16
            ]
          ]
        ]
      },
      "raw_probability": 0.0988,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "f781bdd4e8fdf143d23d6596163a08ce86fabfdacc492708810fa8ca6ba72a34",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.0988,
        "probability": 0.001178,
        "confidence_lo": 0.001114,
        "confidence_hi": 0.001178,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3d804ce1f05be1da68e46bbdbb3e8a43a0519c657ccfed94d5dcc3ef2bc727bc",
        "signature": {
          "alg": "ed25519",
          "sig": "dc1dd52b19eb90ce4f0350efa083a6b96894fbe675e0bedd13a9a016d2d7a17a3288747399e07e86aa23a4c75254cc8f4b0a93151cf989804d8e58b549dcaf0e"
        }
      },
      "receipt_sha256": "3d804ce1f05be1da68e46bbdbb3e8a43a0519c657ccfed94d5dcc3ef2bc727bc"
    },
    {
      "storm_id": "233247",
      "lat": 44.5262,
      "lon": -100.3592,
      "motion_east": 6.1,
      "motion_south": 1.6,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1276.0,
      "ebshear": 53.0,
      "srh01": 74.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 74.0
        },
        {
          "name": "hrrr_pwat",
          "value": 29.4802
        },
        {
          "name": "alignment",
          "value": 0.0031
        },
        {
          "name": "tau",
          "value": 0.7284
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0975
      },
      "coherence_score": 0.7283675670623779,
      "coherence_diagnostics": {
        "tau": 0.7283675670623779,
        "grad_tau": 0.05590474233031273,
        "torsion": 0.0,
        "alignment": 0.0031106919050216675,
        "S_field": 0.19769629836082458,
        "Gamma_field": 0.630760133266449,
        "S_over_Gamma": 0.3134254813194275,
        "Da": 37.5720329284668,
        "E_coh": 0.04870516434311867,
        "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": [
          [
            [
              -100.4,
              44.58
            ],
            [
              -100.35,
              44.58
            ],
            [
              -100.32,
              44.56
            ],
            [
              -100.32,
              44.55
            ],
            [
              -100.3,
              44.53
            ],
            [
              -100.3,
              44.5
            ],
            [
              -100.32,
              44.46
            ],
            [
              -100.36,
              44.45
            ],
            [
              -100.39,
              44.47
            ],
            [
              -100.39,
              44.49
            ],
            [
              -100.41,
              44.52
            ],
            [
              -100.41,
              44.57
            ],
            [
              -100.4,
              44.58
            ]
          ]
        ]
      },
      "raw_probability": 0.0975,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "6a543c9f51429c65a023db400156b6c960211193a2e1cc8761b356c8a94a2a9b",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.0975,
        "probability": 0.001178,
        "confidence_lo": 0.001114,
        "confidence_hi": 0.001178,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2b3c3ee9f2f68e1829c398f8a10d49be8e56ec8596dc96cbf2e5e7f2864cd4aa",
        "signature": {
          "alg": "ed25519",
          "sig": "1aea5edce31f886b4adb3fd54aabca772e674a9e477e5cea6fe0a0738ae49cb19cf62db04e08b4e393c8f153e426e216b81addd776005a79a5aacc66138e060f"
        }
      },
      "receipt_sha256": "2b3c3ee9f2f68e1829c398f8a10d49be8e56ec8596dc96cbf2e5e7f2864cd4aa"
    },
    {
      "storm_id": "232634",
      "lat": 33.7443,
      "lon": -113.5711,
      "motion_east": 5.8,
      "motion_south": 1.0,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1299.0,
      "ebshear": 25.0,
      "srh01": 87.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 87.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.6052
        },
        {
          "name": "alignment",
          "value": 5.4267
        },
        {
          "name": "tau",
          "value": 0.5279
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.097
      },
      "coherence_score": 0.5279107689857483,
      "coherence_diagnostics": {
        "tau": 0.5279107689857483,
        "grad_tau": 0.14289741218090057,
        "torsion": 0.0,
        "alignment": 5.426713943481445,
        "S_field": 0.13428305089473724,
        "Gamma_field": 0.9340934753417969,
        "S_over_Gamma": 0.14375761151313782,
        "Da": 56.080204010009766,
        "E_coh": 0.9168459177017212,
        "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": [
          [
            [
              -113.58,
              33.83
            ],
            [
              -113.57,
              33.83
            ],
            [
              -113.56,
              33.83
            ],
            [
              -113.55,
              33.83
            ],
            [
              -113.54,
              33.82
            ],
            [
              -113.53,
              33.83
            ],
            [
              -113.52,
              33.82
            ],
            [
              -113.52,
              33.81
            ],
            [
              -113.52,
              33.8
            ],
            [
              -113.52,
              33.79
            ],
            [
              -113.52,
              33.78
            ],
            [
              -113.52,
              33.77
            ],
            [
              -113.53,
              33.77
            ],
            [
              -113.54,
              33.76
            ],
            [
              -113.55,
              33.76
            ],
            [
              -113.56,
              33.76
            ],
            [
              -113.57,
              33.76
            ],
            [
              -113.58,
              33.75
            ],
            [
              -113.57,
              33.74
            ],
            [
              -113.57,
              33.73
            ],
            [
              -113.56,
              33.72
            ],
            [
              -113.55,
              33.72
            ],
            [
              -113.54,
              33.71
            ],
            [
              -113.54,
              33.7
            ],
            [
              -113.54,
              33.69
            ],
            [
              -113.54,
              33.68
            ],
            [
              -113.54,
              33.67
            ],
            [
              -113.55,
              33.67
            ],
            [
              -113.56,
              33.67
            ],
            [
              -113.57,
              33.67
            ],
            [
              -113.58,
              33.66
            ],
            [
              -113.59,
              33.66
            ],
            [
              -113.6,
              33.66
            ],
            [
              -113.61,
              33.66
            ],
            [
              -113.62,
              33.66
            ],
            [
              -113.63,
              33.67
            ],
            [
              -113.63,
              33.68
            ],
            [
              -113.63,
              33.69
            ],
            [
              -113.63,
              33.7
            ],
            [
              -113.63,
              33.71
            ],
            [
              -113.63,
              33.72
            ],
            [
              -113.62,
              33.73
            ],
            [
              -113.61,
              33.73
            ],
            [
              -113.6,
              33.74
            ],
            [
              -113.59,
              33.74
            ],
            [
              -113.58,
              33.75
            ],
            [
              -113.58,
              33.76
            ],
            [
              -113.59,
              33.77
            ],
            [
              -113.58,
              33.78
            ],
            [
              -113.58,
              33.79
            ],
            [
              -113.58,
              33.8
            ],
            [
              -113.58,
              33.81
            ],
            [
              -113.58,
              33.82
            ],
            [
              -113.58,
              33.83
            ]
          ]
        ]
      },
      "raw_probability": 0.097,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "4f5c53ad6fbd65a01724d0626d167bf31f7cde792ff746ce6b81c155976332ee",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.097,
        "probability": 0.001178,
        "confidence_lo": 0.001114,
        "confidence_hi": 0.001178,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7d020e927c6c17860406b07c6d1bd8c3e5d7724fbcb79769378c2b3d4f805a7b",
        "signature": {
          "alg": "ed25519",
          "sig": "288c4416ffcd582e1a2f88167cb1d879b71aac3124570c5cbcfbf7ec71f8badde364d4bb38de9037018e5ab005dd187f68fff8a87a2f719dc0a1e82e568c640a"
        }
      },
      "receipt_sha256": "7d020e927c6c17860406b07c6d1bd8c3e5d7724fbcb79769378c2b3d4f805a7b"
    },
    {
      "storm_id": "232990",
      "lat": 47.475,
      "lon": -119.856,
      "motion_east": 6.0,
      "motion_south": 1.6,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 439.0,
      "ebshear": 28.0,
      "srh01": 59.0,
      "maxllaz": 0.003,
      "mesh": 0.75,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 59.0
        },
        {
          "name": "hrrr_pwat",
          "value": 20.7302
        },
        {
          "name": "alignment",
          "value": 0.9765
        },
        {
          "name": "tau",
          "value": 0.2286
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0967
      },
      "coherence_score": 0.22856462001800537,
      "coherence_diagnostics": {
        "tau": 0.22856462001800537,
        "grad_tau": 0.07591963559389114,
        "torsion": 0.0,
        "alignment": 0.9764596223831177,
        "S_field": 0.07885850965976715,
        "Gamma_field": 0.17159342765808105,
        "S_over_Gamma": 0.45956602692604065,
        "Da": 10.301212310791016,
        "E_coh": 0.5249581336975098,
        "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": [
          [
            [
              -119.87,
              47.51
            ],
            [
              -119.83,
              47.51
            ],
            [
              -119.82,
              47.5
            ],
            [
              -119.82,
              47.45
            ],
            [
              -119.84,
              47.43
            ],
            [
              -119.86,
              47.43
            ],
            [
              -119.89,
              47.45
            ],
            [
              -119.88,
              47.46
            ],
            [
              -119.88,
              47.5
            ],
            [
              -119.87,
              47.51
            ]
          ]
        ]
      },
      "raw_probability": 0.0967,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "a86ea96a14c0cf26c4aa570ad2e2a7596669f20d9c73313607a478786e02e850",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.0967,
        "probability": 0.001178,
        "confidence_lo": 0.001114,
        "confidence_hi": 0.001178,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ae455490a66ee7484bc16cbabb45bdb70b3e7a7d4db3692a03ddd9e68a82399b",
        "signature": {
          "alg": "ed25519",
          "sig": "18875ab88423f085b22638179346b3f98c14c00dd6e1dc6dc035ddc85ef8ca3fd0b36cc4f18b4ab7fa52b096da59909c841103e0a1c0a6ba808bc88eab2f5d0d"
        }
      },
      "receipt_sha256": "ae455490a66ee7484bc16cbabb45bdb70b3e7a7d4db3692a03ddd9e68a82399b"
    },
    {
      "storm_id": "233265",
      "lat": 43.778,
      "lon": -93.444,
      "motion_east": 6.0,
      "motion_south": 1.6,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 970.0,
      "ebshear": 45.0,
      "srh01": 19.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 19.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.8552
        },
        {
          "name": "alignment",
          "value": -2.3326
        },
        {
          "name": "tau",
          "value": 0.9415
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0963
      },
      "coherence_score": 0.9414764642715454,
      "coherence_diagnostics": {
        "tau": 0.9414764642715454,
        "grad_tau": 0.07878447324037552,
        "torsion": 0.0,
        "alignment": -2.332594871520996,
        "S_field": 0.439743310213089,
        "Gamma_field": 0.34242677688598633,
        "S_over_Gamma": 1.2841966152191162,
        "Da": 20.819154739379883,
        "E_coh": 0.9119461178779602,
        "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": [
          [
            [
              -93.48,
              43.81
            ],
            [
              -93.39,
              43.81
            ],
            [
              -93.39,
              43.73
            ],
            [
              -93.48,
              43.73
            ],
            [
              -93.48,
              43.81
            ]
          ]
        ]
      },
      "raw_probability": 0.0963,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "f75cb5b97269efb9f942ccda4e63b1fbfea105bb267fc307112f33b2176aba1d",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.0963,
        "probability": 0.001178,
        "confidence_lo": 0.001114,
        "confidence_hi": 0.001178,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2dd78542b743e897c0c3c5e323921cf8f52340dd0974f2fdc0fc36efc91ec6d7",
        "signature": {
          "alg": "ed25519",
          "sig": "7e9ce290a0eb003b6381419b8c9e223cf4e2e40a7a39aff6a8b1dbc9fa1f462215ea912eeaaa7abd6e0b0af162fa8322ad4f0ed8f0b7a65c7b3a4bcfd207a807"
        }
      },
      "receipt_sha256": "2dd78542b743e897c0c3c5e323921cf8f52340dd0974f2fdc0fc36efc91ec6d7"
    },
    {
      "storm_id": "233157",
      "lat": 35.5777,
      "lon": -114.4231,
      "motion_east": 6.0,
      "motion_south": 1.6,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1835.0,
      "ebshear": 23.0,
      "srh01": 65.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 65.0
        },
        {
          "name": "hrrr_pwat",
          "value": 17.1052
        },
        {
          "name": "alignment",
          "value": 1.6914
        },
        {
          "name": "tau",
          "value": 0.3809
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0961
      },
      "coherence_score": 0.38087138533592224,
      "coherence_diagnostics": {
        "tau": 0.38087138533592224,
        "grad_tau": 0.18114428222179413,
        "torsion": 0.0,
        "alignment": 1.6914491653442383,
        "S_field": 0.08091619610786438,
        "Gamma_field": 0.8640934824943542,
        "S_over_Gamma": 0.09364287555217743,
        "Da": 49.36482238769531,
        "E_coh": 0.08580276370048523,
        "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": [
          [
            [
              -114.42,
              35.62
            ],
            [
              -114.39,
              35.62
            ],
            [
              -114.38,
              35.6
            ],
            [
              -114.38,
              35.57
            ],
            [
              -114.39,
              35.55
            ],
            [
              -114.42,
              35.54
            ],
            [
              -114.44,
              35.52
            ],
            [
              -114.46,
              35.52
            ],
            [
              -114.46,
              35.57
            ],
            [
              -114.45,
              35.58
            ],
            [
              -114.45,
              35.6
            ],
            [
              -114.44,
              35.6
            ],
            [
              -114.42,
              35.62
            ]
          ]
        ]
      },
      "raw_probability": 0.0961,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "edd410249fdf1102993ec367a95fb49c259a15b6ed9ee52be529153befcf3097",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.0961,
        "probability": 0.001178,
        "confidence_lo": 0.001114,
        "confidence_hi": 0.001178,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b4d0aed8a73bf18a2e347a68348faac5f344ebec29fc05b42f2574464e78f852",
        "signature": {
          "alg": "ed25519",
          "sig": "c5b295c92d4bca073f3667ddb1e3e50dac3a322955ad57412fba473c1b053aab0fe499f11645b49a82fe44fb428fda6fa292ac2516d0242086c77d3fe4f1e009"
        }
      },
      "receipt_sha256": "b4d0aed8a73bf18a2e347a68348faac5f344ebec29fc05b42f2574464e78f852"
    },
    {
      "storm_id": "233281",
      "lat": 33.77,
      "lon": -113.3878,
      "motion_east": 6.0,
      "motion_south": 1.6,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1011.0,
      "ebshear": 26.0,
      "srh01": 54.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 54.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.6052
        },
        {
          "name": "alignment",
          "value": 5.4267
        },
        {
          "name": "tau",
          "value": 0.5279
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0949
      },
      "coherence_score": 0.5279107689857483,
      "coherence_diagnostics": {
        "tau": 0.5279107689857483,
        "grad_tau": 0.14289741218090057,
        "torsion": 0.0,
        "alignment": 5.426713943481445,
        "S_field": 0.13428305089473724,
        "Gamma_field": 0.9340934753417969,
        "S_over_Gamma": 0.14375761151313782,
        "Da": 56.080204010009766,
        "E_coh": 0.9168459177017212,
        "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": [
          [
            [
              -113.41,
              33.8
            ],
            [
              -113.37,
              33.8
            ],
            [
              -113.35,
              33.79
            ],
            [
              -113.34,
              33.75
            ],
            [
              -113.36,
              33.73
            ],
            [
              -113.41,
              33.73
            ],
            [
              -113.42,
              33.74
            ],
            [
              -113.42,
              33.79
            ],
            [
              -113.41,
              33.8
            ]
          ]
        ]
      },
      "raw_probability": 0.0949,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "d3037b6fcd09d5cd0950e1d19488f7da240ae6a66abefa940f9a68444037bdef",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.0949,
        "probability": 0.001178,
        "confidence_lo": 0.001114,
        "confidence_hi": 0.001178,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e228df4dcc9dd64673deb40cee501b6a8cc3c4e9206a7304cfa842594600e733",
        "signature": {
          "alg": "ed25519",
          "sig": "c8677c36dd379aaec671ab74cc76e17c0e79a2c2aee5269a58a930e81224878760004def075cae005708cb2407521517190c7896fb52e16c4bc26a9f8db15b0b"
        }
      },
      "receipt_sha256": "e228df4dcc9dd64673deb40cee501b6a8cc3c4e9206a7304cfa842594600e733"
    },
    {
      "storm_id": "232738",
      "lat": 45.8373,
      "lon": -79.0882,
      "motion_east": 7.5,
      "motion_south": 7.6,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1011.0,
      "ebshear": 38.0,
      "srh01": 35.0,
      "maxllaz": 0.002,
      "mesh": 0.37,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 35.0
        },
        {
          "name": "hrrr_pwat",
          "value": 28.6052
        },
        {
          "name": "alignment",
          "value": 6.4681
        },
        {
          "name": "tau",
          "value": 1.0885
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0933
      },
      "coherence_score": 1.0885454416275024,
      "coherence_diagnostics": {
        "tau": 1.0885454416275024,
        "grad_tau": 0.17134706676006317,
        "torsion": 0.0,
        "alignment": 6.468061923980713,
        "S_field": 0.518522322177887,
        "Gamma_field": 0.2832600772380829,
        "S_over_Gamma": 1.830552101135254,
        "Da": 16.163883209228516,
        "E_coh": 0.7548350095748901,
        "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": [
          [
            [
              -79.08,
              45.87
            ],
            [
              -79.06,
              45.87
            ],
            [
              -79.04,
              45.85
            ],
            [
              -79.04,
              45.8
            ],
            [
              -79.05,
              45.79
            ],
            [
              -79.12,
              45.79
            ],
            [
              -79.14,
              45.8
            ],
            [
              -79.14,
              45.85
            ],
            [
              -79.13,
              45.86
            ],
            [
              -79.09,
              45.86
            ],
            [
              -79.08,
              45.87
            ]
          ]
        ]
      },
      "raw_probability": 0.0933,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "474a7f75241d93c704a03c782117f72595b48bf571a9420376f07fb8c14cc950",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.0933,
        "probability": 0.001164,
        "confidence_lo": 0.001114,
        "confidence_hi": 0.001164,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "035736ddf57e65fa05fd817d74983c5daa3fc411c682a5efb9d84ed68c2ce553",
        "signature": {
          "alg": "ed25519",
          "sig": "1028d3c11b2c860f29ce74004e13ef838b6c8d07da993c8feebdd67f640a7e0543290dd6528497e0d1b01454b02f40545806b969e55a3351fe2df0a22a1fc101"
        }
      },
      "receipt_sha256": "035736ddf57e65fa05fd817d74983c5daa3fc411c682a5efb9d84ed68c2ce553"
    },
    {
      "storm_id": "233288",
      "lat": 45.8675,
      "lon": -97.7496,
      "motion_east": 0.8,
      "motion_south": 6.9,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 805.0,
      "ebshear": 33.0,
      "srh01": 36.0,
      "maxllaz": 0.004,
      "mesh": 0.1,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 36.0
        },
        {
          "name": "hrrr_pwat",
          "value": 29.9802
        },
        {
          "name": "alignment",
          "value": 1.2091
        },
        {
          "name": "tau",
          "value": 0.7882
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0932
      },
      "coherence_score": 0.7882171869277954,
      "coherence_diagnostics": {
        "tau": 0.7882171869277954,
        "grad_tau": 0.0491478256881237,
        "torsion": 0.0,
        "alignment": 1.209053635597229,
        "S_field": 0.234869584441185,
        "Gamma_field": 0.27076011896133423,
        "S_over_Gamma": 0.8674452900886536,
        "Da": 16.25638198852539,
        "E_coh": 0.4831819534301758,
        "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": [
          [
            [
              -97.67,
              45.97
            ],
            [
              -97.62,
              45.97
            ],
            [
              -97.61,
              45.96
            ],
            [
              -97.61,
              45.93
            ],
            [
              -97.65,
              45.88
            ],
            [
              -97.65,
              45.87
            ],
            [
              -97.69,
              45.86
            ],
            [
              -97.72,
              45.83
            ],
            [
              -97.73,
              45.79
            ],
            [
              -97.75,
              45.77
            ],
            [
              -97.8,
              45.76
            ],
            [
              -97.83,
              45.74
            ],
            [
              -97.89,
              45.74
            ],
            [
              -97.92,
              45.77
            ],
            [
              -97.92,
              45.8
            ],
            [
              -97.9,
              45.82
            ],
            [
              -97.83,
              45.83
            ],
            [
              -97.81,
              45.85
            ],
            [
              -97.82,
              45.91
            ],
            [
              -97.8,
              45.94
            ],
            [
              -97.72,
              45.94
            ],
            [
              -97.7,
              45.96
            ],
            [
              -97.68,
              45.96
            ],
            [
              -97.67,
              45.97
            ]
          ]
        ]
      },
      "raw_probability": 0.0932,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "1a521034e7125cf243ebf24732e9e15b18be888ebe4c4007d82690a188655c47",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.0932,
        "probability": 0.001164,
        "confidence_lo": 0.001114,
        "confidence_hi": 0.001164,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b4309f89f9dfb698808779ee8d530bd9477ed1562c94b5eb5eea13bf9f8c611b",
        "signature": {
          "alg": "ed25519",
          "sig": "aa831edab42f1312e3de0c5397eaa57329d3063c6193d08bbca2a1b71508b7cc092fff0fb3caa9e5713a1113e50d156cc3659d684909d5378219fa64afb9ca0c"
        }
      },
      "receipt_sha256": "b4309f89f9dfb698808779ee8d530bd9477ed1562c94b5eb5eea13bf9f8c611b"
    },
    {
      "storm_id": "233013",
      "lat": 44.495,
      "lon": -100.1583,
      "motion_east": 6.0,
      "motion_south": 1.6,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1517.0,
      "ebshear": 53.0,
      "srh01": 71.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 71.0
        },
        {
          "name": "hrrr_pwat",
          "value": 29.4802
        },
        {
          "name": "alignment",
          "value": 0.0031
        },
        {
          "name": "tau",
          "value": 0.7284
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0907
      },
      "coherence_score": 0.7283675670623779,
      "coherence_diagnostics": {
        "tau": 0.7283675670623779,
        "grad_tau": 0.05590474233031273,
        "torsion": 0.0,
        "alignment": 0.0031106919050216675,
        "S_field": 0.19769629836082458,
        "Gamma_field": 0.630760133266449,
        "S_over_Gamma": 0.3134254813194275,
        "Da": 37.5720329284668,
        "E_coh": 0.04870516434311867,
        "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": [
          [
            [
              -100.16,
              44.54
            ],
            [
              -100.08,
              44.52
            ],
            [
              -100.07,
              44.5
            ],
            [
              -100.07,
              44.47
            ],
            [
              -100.11,
              44.44
            ],
            [
              -100.2,
              44.44
            ],
            [
              -100.22,
              44.45
            ],
            [
              -100.23,
              44.47
            ],
            [
              -100.23,
              44.51
            ],
            [
              -100.2,
              44.53
            ],
            [
              -100.17,
              44.53
            ],
            [
              -100.16,
              44.54
            ]
          ]
        ]
      },
      "raw_probability": 0.0907,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "7ad76fbc5f449d738e28dc726779fa6734702c6b00183aaed6793f18e4e0a0f5",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.0907,
        "probability": 0.001164,
        "confidence_lo": 0.001114,
        "confidence_hi": 0.001164,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6dc67ca49b0817b89c3fe41bd300db34880a648846c7adeecba6e742b4d81367",
        "signature": {
          "alg": "ed25519",
          "sig": "4fd0c24e7eddab15652648ed3a4e345a366b916b5769f6529b5b4caad988ad66071aafe4c59699844626addf024af368361f2da348abfd5367c81fd4b98e450e"
        }
      },
      "receipt_sha256": "6dc67ca49b0817b89c3fe41bd300db34880a648846c7adeecba6e742b4d81367"
    },
    {
      "storm_id": "232834",
      "lat": 43.6833,
      "lon": -102.4422,
      "motion_east": 7.1,
      "motion_south": -1.0,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 517.0,
      "ebshear": 43.0,
      "srh01": 42.0,
      "maxllaz": 0.002,
      "mesh": 0.12,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 42.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.2302
        },
        {
          "name": "alignment",
          "value": -1.9171
        },
        {
          "name": "tau",
          "value": 0.546
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0874
      },
      "coherence_score": 0.5460480451583862,
      "coherence_diagnostics": {
        "tau": 0.5460480451583862,
        "grad_tau": 0.022396955639123917,
        "torsion": 0.0,
        "alignment": -1.9170559644699097,
        "S_field": 0.28266990184783936,
        "Gamma_field": 0.864926815032959,
        "S_over_Gamma": 0.326813668012619,
        "Da": 52.31507873535156,
        "E_coh": 0.1707402616739273,
        "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": [
          [
            [
              -102.45,
              43.72
            ],
            [
              -102.43,
              43.72
            ],
            [
              -102.4,
              43.7
            ],
            [
              -102.4,
              43.65
            ],
            [
              -102.41,
              43.64
            ],
            [
              -102.47,
              43.64
            ],
            [
              -102.49,
              43.66
            ],
            [
              -102.48,
              43.7
            ],
            [
              -102.45,
              43.72
            ]
          ]
        ]
      },
      "raw_probability": 0.0874,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "c84f5bd5129df127984e4516c3a570500318d25953cb8d496fda9036b3963b25",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.0874,
        "probability": 0.001164,
        "confidence_lo": 0.001114,
        "confidence_hi": 0.001164,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9a5ff312a7c012962ca52b2544ed82f8c496ea0da5e1fa5f39a013054222ae29",
        "signature": {
          "alg": "ed25519",
          "sig": "e9483320c65395ffa79e367367f0c15eb039022cb2bcd487df488495d7612936da5597a723c5a40ed1af1bb82c34882ce2fc633d4a084de69647143c49ad7a0a"
        }
      },
      "receipt_sha256": "9a5ff312a7c012962ca52b2544ed82f8c496ea0da5e1fa5f39a013054222ae29"
    },
    {
      "storm_id": "233227",
      "lat": 44.5508,
      "lon": -103.6733,
      "motion_east": 6.0,
      "motion_south": 1.6,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 270.0,
      "ebshear": 37.0,
      "srh01": 37.0,
      "maxllaz": 0.004,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 37.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.4802
        },
        {
          "name": "alignment",
          "value": -1.2986
        },
        {
          "name": "tau",
          "value": 0.6313
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0847
      },
      "coherence_score": 0.6312606334686279,
      "coherence_diagnostics": {
        "tau": 0.6312606334686279,
        "grad_tau": 0.03975030407309532,
        "torsion": 0.0,
        "alignment": -1.298590898513794,
        "S_field": 0.35384401679039,
        "Gamma_field": 0.6790934205055237,
        "S_over_Gamma": 0.5210534930229187,
        "Da": 40.3492546081543,
        "E_coh": 0.647473156452179,
        "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": [
          [
            [
              -103.7,
              44.59
            ],
            [
              -103.62,
              44.59
            ],
            [
              -103.61,
              44.58
            ],
            [
              -103.63,
              44.55
            ],
            [
              -103.63,
              44.51
            ],
            [
              -103.64,
              44.5
            ],
            [
              -103.7,
              44.5
            ],
            [
              -103.71,
              44.51
            ],
            [
              -103.7,
              44.53
            ],
            [
              -103.73,
              44.58
            ],
            [
              -103.71,
              44.58
            ],
            [
              -103.7,
              44.59
            ]
          ]
        ]
      },
      "raw_probability": 0.0847,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "e3e0f9b9c15725488dba442be54ce9856f5b9856fd568d5e4579b685204e06d4",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.0847,
        "probability": 0.001164,
        "confidence_lo": 0.000887,
        "confidence_hi": 0.001164,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b1ce9a01697e4f9aa36b3e81bb8357bced0a17f00567bfb72347e3cbc4f0b0c3",
        "signature": {
          "alg": "ed25519",
          "sig": "b92a95ae3a557304f6ea664739929a8c6f9119a2030c03a661b66fcd4a7f33f0781238303e0624b3b001a86c755ff75f4ce0fa4697af80524b4991080a6bd20c"
        }
      },
      "receipt_sha256": "b1ce9a01697e4f9aa36b3e81bb8357bced0a17f00567bfb72347e3cbc4f0b0c3"
    },
    {
      "storm_id": "233189",
      "lat": 36.3227,
      "lon": -115.3345,
      "motion_east": 6.3,
      "motion_south": 0.8,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 820.0,
      "ebshear": 25.0,
      "srh01": 54.0,
      "maxllaz": 0.004,
      "mesh": 0.18,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 54.0
        },
        {
          "name": "hrrr_pwat",
          "value": 30.7302
        },
        {
          "name": "alignment",
          "value": -1.3581
        },
        {
          "name": "tau",
          "value": 0.2718
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0842
      },
      "coherence_score": 0.2717905640602112,
      "coherence_diagnostics": {
        "tau": 0.2717905640602112,
        "grad_tau": 0.06112928315997124,
        "torsion": 0.0,
        "alignment": -1.3580539226531982,
        "S_field": 0.11457337439060211,
        "Gamma_field": 1.30159330368042,
        "S_over_Gamma": 0.08802548050880432,
        "Da": 73.9727783203125,
        "E_coh": 0.411852091550827,
        "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": [
          [
            [
              -115.36,
              36.36
            ],
            [
              -115.3,
              36.36
            ],
            [
              -115.29,
              36.35
            ],
            [
              -115.29,
              36.31
            ],
            [
              -115.31,
              36.29
            ],
            [
              -115.33,
              36.29
            ],
            [
              -115.34,
              36.28
            ],
            [
              -115.36,
              36.29
            ],
            [
              -115.37,
              36.31
            ],
            [
              -115.37,
              36.35
            ],
            [
              -115.36,
              36.36
            ]
          ]
        ]
      },
      "raw_probability": 0.0842,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "49ec5b1f29deedb5f6964eedd3980e09fd5bb3b46112db6bdf15c85a54d34bb1",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.0842,
        "probability": 0.001164,
        "confidence_lo": 0.000887,
        "confidence_hi": 0.001164,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a6a5e383a66dd88b0915f7e8573dcd1420b9c1c391e9b5092a08b23eb1e9019f",
        "signature": {
          "alg": "ed25519",
          "sig": "dc47ab0c5f8234d4fe1089a20c8793075def099427effceff21b772c135280d4bde7e07e80ae62fd6d910fd2a880cd02e31dae7dad858e2a934c5cc4b9825202"
        }
      },
      "receipt_sha256": "a6a5e383a66dd88b0915f7e8573dcd1420b9c1c391e9b5092a08b23eb1e9019f"
    },
    {
      "storm_id": "232531",
      "lat": 45.7823,
      "lon": -98.0569,
      "motion_east": 1.0,
      "motion_south": 6.7,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 757.0,
      "ebshear": 36.0,
      "srh01": 37.0,
      "maxllaz": 0.004,
      "mesh": 0.11,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 37.0
        },
        {
          "name": "hrrr_pwat",
          "value": 29.9802
        },
        {
          "name": "alignment",
          "value": 1.2091
        },
        {
          "name": "tau",
          "value": 0.7882
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0839
      },
      "coherence_score": 0.7882171869277954,
      "coherence_diagnostics": {
        "tau": 0.7882171869277954,
        "grad_tau": 0.0491478256881237,
        "torsion": 0.0,
        "alignment": 1.209053635597229,
        "S_field": 0.234869584441185,
        "Gamma_field": 0.27076011896133423,
        "S_over_Gamma": 0.8674452900886536,
        "Da": 16.25638198852539,
        "E_coh": 0.4831819534301758,
        "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": [
          [
            [
              -98.08,
              45.83
            ],
            [
              -98.0,
              45.83
            ],
            [
              -97.96,
              45.8
            ],
            [
              -97.96,
              45.78
            ],
            [
              -97.99,
              45.75
            ],
            [
              -98.01,
              45.75
            ],
            [
              -98.03,
              45.73
            ],
            [
              -98.11,
              45.72
            ],
            [
              -98.14,
              45.74
            ],
            [
              -98.14,
              45.79
            ],
            [
              -98.13,
              45.81
            ],
            [
              -98.11,
              45.81
            ],
            [
              -98.08,
              45.83
            ]
          ]
        ]
      },
      "raw_probability": 0.0839,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "6664f9843a0fe9035e8b615a196cf080bad1c2378422ff23397782d3f3ee51f7",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.0839,
        "probability": 0.001149,
        "confidence_lo": 0.0008,
        "confidence_hi": 0.001149,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7f7fc879008c99301a99a9ede6cbaee5f4184014a3c7df9f66f07822dda6df85",
        "signature": {
          "alg": "ed25519",
          "sig": "cdd7686e75f6cd8f839ecb6f1263e2dea5b43ae2cb41cac993ed43866996af2bf828ccf31419ac2191048aaa7d6e98b41d7bf175695ca2ab39532d5020ff8f0e"
        }
      },
      "receipt_sha256": "7f7fc879008c99301a99a9ede6cbaee5f4184014a3c7df9f66f07822dda6df85"
    },
    {
      "storm_id": "233021",
      "lat": 46.1611,
      "lon": -96.92,
      "motion_east": 6.0,
      "motion_south": 1.6,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1558.0,
      "ebshear": 32.0,
      "srh01": 41.0,
      "maxllaz": 0.002,
      "mesh": 0.12,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 41.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.2302
        },
        {
          "name": "alignment",
          "value": 0.6607
        },
        {
          "name": "tau",
          "value": 0.6822
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0819
      },
      "coherence_score": 0.6822286248207092,
      "coherence_diagnostics": {
        "tau": 0.6822286248207092,
        "grad_tau": 0.07440710067749023,
        "torsion": 0.0,
        "alignment": 0.6607162952423096,
        "S_field": 0.2254185527563095,
        "Gamma_field": 0.5382601022720337,
        "S_over_Gamma": 0.41879111528396606,
        "Da": 31.002246856689453,
        "E_coh": 0.09247023612260818,
        "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": [
          [
            [
              -96.96,
              46.19
            ],
            [
              -96.87,
              46.19
            ],
            [
              -96.86,
              46.18
            ],
            [
              -96.86,
              46.14
            ],
            [
              -96.88,
              46.12
            ],
            [
              -96.95,
              46.12
            ],
            [
              -96.97,
              46.14
            ],
            [
              -96.97,
              46.18
            ],
            [
              -96.96,
              46.19
            ]
          ]
        ]
      },
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "92e44519a0648b0724c7992b9058ddb09727b2f34b44d37482640e33ed44199d",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.0819,
        "probability": 0.001129,
        "confidence_lo": 0.000774,
        "confidence_hi": 0.00113,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5eb4b9ca525244a0829c234de93f2070c08ac801231ff05c78971c6e242d66bf",
        "signature": {
          "alg": "ed25519",
          "sig": "fe6372a1b56c286ed08cb4f0f1ada4d302036e8829007782bf66c19494e3e067209576fee51b6ef8c923061451027bafe6c7facc7987a737d3551601ddd19f05"
        }
      },
      "receipt_sha256": "5eb4b9ca525244a0829c234de93f2070c08ac801231ff05c78971c6e242d66bf"
    },
    {
      "storm_id": "233261",
      "lat": 45.8722,
      "lon": -79.2422,
      "motion_east": 7.5,
      "motion_south": 7.6,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 987.0,
      "ebshear": 38.0,
      "srh01": 29.0,
      "maxllaz": 0.002,
      "mesh": 0.19,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 29.0
        },
        {
          "name": "hrrr_pwat",
          "value": 28.6052
        },
        {
          "name": "alignment",
          "value": 6.4681
        },
        {
          "name": "tau",
          "value": 1.0885
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0808
      },
      "coherence_score": 1.0885454416275024,
      "coherence_diagnostics": {
        "tau": 1.0885454416275024,
        "grad_tau": 0.17134706676006317,
        "torsion": 0.0,
        "alignment": 6.468061923980713,
        "S_field": 0.518522322177887,
        "Gamma_field": 0.2832600772380829,
        "S_over_Gamma": 1.830552101135254,
        "Da": 16.163883209228516,
        "E_coh": 0.7548350095748901,
        "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": [
          [
            [
              -79.26,
              45.9
            ],
            [
              -79.22,
              45.89
            ],
            [
              -79.21,
              45.88
            ],
            [
              -79.21,
              45.85
            ],
            [
              -79.22,
              45.84
            ],
            [
              -79.26,
              45.84
            ],
            [
              -79.27,
              45.86
            ],
            [
              -79.27,
              45.89
            ],
            [
              -79.26,
              45.9
            ]
          ]
        ]
      },
      "raw_probability": 0.0808,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "acd264fec6c58fc7539ba88a77d27cdbaa67f49f97d22d47b89a3588d6b26cfa",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.0808,
        "probability": 0.000906,
        "confidence_lo": 0.000774,
        "confidence_hi": 0.000906,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b678f57c83f50c337cfd8c7351ba15e18b81cd28b28282b459cfdf9b6ff133b5",
        "signature": {
          "alg": "ed25519",
          "sig": "04894bddb175cd4ba8ce35c56ec3eaced40f5300e136b6b443a3b83c84666a0c7aac1a3368cc56bab53b10000686444b533c2bbdc52e910d1dc2f80aefba5e0a"
        }
      },
      "receipt_sha256": "b678f57c83f50c337cfd8c7351ba15e18b81cd28b28282b459cfdf9b6ff133b5"
    },
    {
      "storm_id": "233255",
      "lat": 33.6808,
      "lon": -113.0546,
      "motion_east": 2.8,
      "motion_south": -6.0,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1949.0,
      "ebshear": 23.0,
      "srh01": 42.0,
      "maxllaz": 0.003,
      "mesh": 0.04,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 42.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.6052
        },
        {
          "name": "alignment",
          "value": 5.4267
        },
        {
          "name": "tau",
          "value": 0.5279
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.079
      },
      "coherence_score": 0.5279107689857483,
      "coherence_diagnostics": {
        "tau": 0.5279107689857483,
        "grad_tau": 0.14289741218090057,
        "torsion": 0.0,
        "alignment": 5.426713943481445,
        "S_field": 0.13428305089473724,
        "Gamma_field": 0.9340934753417969,
        "S_over_Gamma": 0.14375761151313782,
        "Da": 56.080204010009766,
        "E_coh": 0.9168459177017212,
        "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": [
          [
            [
              -113.02,
              33.73
            ],
            [
              -112.97,
              33.73
            ],
            [
              -112.97,
              33.69
            ],
            [
              -113.02,
              33.65
            ],
            [
              -113.03,
              33.65
            ],
            [
              -113.04,
              33.63
            ],
            [
              -113.08,
              33.62
            ],
            [
              -113.12,
              33.64
            ],
            [
              -113.14,
              33.66
            ],
            [
              -113.13,
              33.7
            ],
            [
              -113.12,
              33.71
            ],
            [
              -113.05,
              33.71
            ],
            [
              -113.02,
              33.73
            ]
          ]
        ]
      },
      "raw_probability": 0.079,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "3ea022f8af581e23fe6d116bc4c705027b5b559c72455eb52007a193abe7fb68",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.079,
        "probability": 0.000906,
        "confidence_lo": 0.000774,
        "confidence_hi": 0.000906,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c0053562e5ab3ccd3ee50f11d6b983785e97cf7442309983cf3f584b590d2604",
        "signature": {
          "alg": "ed25519",
          "sig": "6960138b677c229db8235ba4fd17275189d597c872ee37753914e0f64835e683019ac8292278597d7b5093e81d0861ffcb584864b61c3710b965ee7c6d202903"
        }
      },
      "receipt_sha256": "c0053562e5ab3ccd3ee50f11d6b983785e97cf7442309983cf3f584b590d2604"
    },
    {
      "storm_id": "232404",
      "lat": 47.7826,
      "lon": -118.8145,
      "motion_east": 4.3,
      "motion_south": -2.0,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 719.0,
      "ebshear": 37.0,
      "srh01": 37.0,
      "maxllaz": 0.001,
      "mesh": 0.3,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 37.0
        },
        {
          "name": "hrrr_pwat",
          "value": 22.6052
        },
        {
          "name": "alignment",
          "value": -2.5973
        },
        {
          "name": "tau",
          "value": 0.261
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0789
      },
      "coherence_score": 0.2609848976135254,
      "coherence_diagnostics": {
        "tau": 0.2609848976135254,
        "grad_tau": 0.08129969984292984,
        "torsion": 0.0,
        "alignment": -2.5973174571990967,
        "S_field": 0.08858294785022736,
        "Gamma_field": 0.15992675721645355,
        "S_over_Gamma": 0.553896963596344,
        "Da": 10.1599702835083,
        "E_coh": 0.2813272178173065,
        "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": [
          [
            [
              -118.74,
              47.88
            ],
            [
              -118.71,
              47.88
            ],
            [
              -118.71,
              47.83
            ],
            [
              -118.72,
              47.83
            ],
            [
              -118.74,
              47.81
            ],
            [
              -118.74,
              47.79
            ],
            [
              -118.72,
              47.76
            ],
            [
              -118.72,
              47.74
            ],
            [
              -118.73,
              47.74
            ],
            [
              -118.75,
              47.72
            ],
            [
              -118.79,
              47.7
            ],
            [
              -118.8,
              47.71
            ],
            [
              -118.81,
              47.7
            ],
            [
              -118.86,
              47.7
            ],
            [
              -118.87,
              47.71
            ],
            [
              -118.9,
              47.71
            ],
            [
              -118.91,
              47.72
            ],
            [
              -118.94,
              47.71
            ],
            [
              -118.97,
              47.73
            ],
            [
              -118.97,
              47.79
            ],
            [
              -118.95,
              47.81
            ],
            [
              -118.93,
              47.82
            ],
            [
              -118.9,
              47.82
            ],
            [
              -118.89,
              47.83
            ],
            [
              -118.84,
              47.83
            ],
            [
              -118.83,
              47.82
            ],
            [
              -118.79,
              47.81
            ],
            [
              -118.78,
              47.82
            ],
            [
              -118.76,
              47.82
            ],
            [
              -118.74,
              47.84
            ],
            [
              -118.74,
              47.88
            ]
          ]
        ]
      },
      "raw_probability": 0.0789,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "01d99390aca045d1b7586e1374fb16a3f21707ffbebb4c8de98499c0a1b798fe",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.0789,
        "probability": 0.000906,
        "confidence_lo": 0.000774,
        "confidence_hi": 0.000906,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "dc54eab58083b6aa778be51ad76228289f8fee8ea5a6939b51cfbe98728e4082",
        "signature": {
          "alg": "ed25519",
          "sig": "05d0f6689dc1e312c5f43ea08273a0032c44465961152f70a2059f1b5739cefc7a69ac197baab6ef081a68a74f9e19b724520ae31b1facc36c4376335a2e5d05"
        }
      },
      "receipt_sha256": "dc54eab58083b6aa778be51ad76228289f8fee8ea5a6939b51cfbe98728e4082"
    },
    {
      "storm_id": "233137",
      "lat": 44.956,
      "lon": -103.0365,
      "motion_east": 5.9,
      "motion_south": 0.3,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 111.0,
      "ebshear": 30.0,
      "srh01": 29.0,
      "maxllaz": 0.002,
      "mesh": 0.09,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 29.0
        },
        {
          "name": "hrrr_pwat",
          "value": 29.8552
        },
        {
          "name": "alignment",
          "value": 0.9067
        },
        {
          "name": "tau",
          "value": 0.6552
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0788
      },
      "coherence_score": 0.6552391052246094,
      "coherence_diagnostics": {
        "tau": 0.6552391052246094,
        "grad_tau": 0.058698493987321854,
        "torsion": 0.0,
        "alignment": 0.9066552519798279,
        "S_field": 0.3653962016105652,
        "Gamma_field": 0.6240934133529663,
        "S_over_Gamma": 0.585483193397522,
        "Da": 36.826202392578125,
        "E_coh": 0.7522237300872803,
        "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": [
          [
            [
              -102.99,
              45.0
            ],
            [
              -102.95,
              45.0
            ],
            [
              -102.94,
              44.99
            ],
            [
              -102.92,
              44.99
            ],
            [
              -102.92,
              44.97
            ],
            [
              -102.94,
              44.94
            ],
            [
              -102.94,
              44.91
            ],
            [
              -102.99,
              44.9
            ],
            [
              -103.02,
              44.88
            ],
            [
              -103.15,
              44.88
            ],
            [
              -103.15,
              44.92
            ],
            [
              -103.2,
              44.95
            ],
            [
              -103.18,
              44.95
            ],
            [
              -103.15,
              44.97
            ],
            [
              -103.12,
              44.97
            ],
            [
              -103.11,
              44.96
            ],
            [
              -103.05,
              44.96
            ],
            [
              -103.02,
              44.99
            ],
            [
              -103.0,
              44.99
            ],
            [
              -102.99,
              45.0
            ]
          ]
        ]
      },
      "raw_probability": 0.0788,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "be82900530b0f5d16fbdd2f07c25eee2067db6d2206ee63c4002b2f631b44989",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.0788,
        "probability": 0.000906,
        "confidence_lo": 0.000774,
        "confidence_hi": 0.000906,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "bce35b373b2a214fc20d383f71dc2e2910dd3796a6ba19008c7ad959b4ba8540",
        "signature": {
          "alg": "ed25519",
          "sig": "e6b9ce5ec78fa25013a35fce3e6e946612f7fb3217d9b6fe1df7f99f82cce8401eb13cf3f90b331913f59838e3d4358c2413816f598a4f1372c57d8406cdc904"
        }
      },
      "receipt_sha256": "bce35b373b2a214fc20d383f71dc2e2910dd3796a6ba19008c7ad959b4ba8540"
    },
    {
      "storm_id": "230741",
      "lat": 44.9832,
      "lon": -77.3537,
      "motion_east": 7.6,
      "motion_south": 7.8,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 714.0,
      "ebshear": 41.0,
      "srh01": 14.0,
      "maxllaz": 0.003,
      "mesh": 0.51,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 14.0
        },
        {
          "name": "hrrr_pwat",
          "value": 28.1052
        },
        {
          "name": "alignment",
          "value": 7.329
        },
        {
          "name": "tau",
          "value": 1.3464
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0785
      },
      "coherence_score": 1.346442699432373,
      "coherence_diagnostics": {
        "tau": 1.346442699432373,
        "grad_tau": 0.11762425303459167,
        "torsion": 0.0,
        "alignment": 7.32896614074707,
        "S_field": 0.626416027545929,
        "Gamma_field": 0.25492674112319946,
        "S_over_Gamma": 2.4572393894195557,
        "Da": 14.79146957397461,
        "E_coh": 0.7250586748123169,
        "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": 8,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -77.37,
              45.04
            ],
            [
              -77.27,
              45.04
            ],
            [
              -77.25,
              45.03
            ],
            [
              -77.24,
              45.02
            ],
            [
              -77.24,
              44.98
            ],
            [
              -77.25,
              44.96
            ],
            [
              -77.27,
              44.96
            ],
            [
              -77.28,
              44.95
            ],
            [
              -77.35,
              44.95
            ],
            [
              -77.36,
              44.94
            ],
            [
              -77.39,
              44.94
            ],
            [
              -77.43,
              44.92
            ],
            [
              -77.47,
              44.92
            ],
            [
              -77.48,
              44.93
            ],
            [
              -77.48,
              44.98
            ],
            [
              -77.43,
              45.02
            ],
            [
              -77.41,
              45.03
            ],
            [
              -77.38,
              45.03
            ],
            [
              -77.37,
              45.04
            ]
          ]
        ]
      },
      "raw_probability": 0.0785,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "1b0d38f05d2e4ccd96213ffbcbe63b282ea60e31b232931feedf811723792818",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.0785,
        "probability": 0.000906,
        "confidence_lo": 0.000774,
        "confidence_hi": 0.000906,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5632bc354442a1ceae1f626fc2996f33ed9191a0150cc587daa0f55ddaafcb40",
        "signature": {
          "alg": "ed25519",
          "sig": "1999779bde28960f321bc7ff16bef4c9032a110948d2ea03c7d47bdcf1df9f4838ce8845d2106641b315f114b3fbd8ae9254d2a83edbc95dcdfa4537eac90f0f"
        }
      },
      "receipt_sha256": "5632bc354442a1ceae1f626fc2996f33ed9191a0150cc587daa0f55ddaafcb40"
    },
    {
      "storm_id": "232969",
      "lat": 45.0277,
      "lon": -102.6527,
      "motion_east": 9.3,
      "motion_south": 0.9,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 90.0,
      "ebshear": 21.0,
      "srh01": 32.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 32.0
        },
        {
          "name": "hrrr_pwat",
          "value": 29.8552
        },
        {
          "name": "alignment",
          "value": 0.9067
        },
        {
          "name": "tau",
          "value": 0.6552
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0784
      },
      "coherence_score": 0.6552391052246094,
      "coherence_diagnostics": {
        "tau": 0.6552391052246094,
        "grad_tau": 0.058698493987321854,
        "torsion": 0.0,
        "alignment": 0.9066552519798279,
        "S_field": 0.3653962016105652,
        "Gamma_field": 0.6240934133529663,
        "S_over_Gamma": 0.585483193397522,
        "Da": 36.826202392578125,
        "E_coh": 0.7522237300872803,
        "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": [
          [
            [
              -102.61,
              45.11
            ],
            [
              -102.59,
              45.11
            ],
            [
              -102.58,
              45.1
            ],
            [
              -102.5,
              45.08
            ],
            [
              -102.49,
              45.07
            ],
            [
              -102.49,
              45.04
            ],
            [
              -102.5,
              45.02
            ],
            [
              -102.53,
              45.0
            ],
            [
              -102.57,
              45.0
            ],
            [
              -102.58,
              44.99
            ],
            [
              -102.69,
              44.99
            ],
            [
              -102.7,
              44.98
            ],
            [
              -102.73,
              44.98
            ],
            [
              -102.75,
              44.96
            ],
            [
              -102.75,
              44.93
            ],
            [
              -102.79,
              44.93
            ],
            [
              -102.79,
              44.96
            ],
            [
              -102.82,
              45.0
            ],
            [
              -102.75,
              45.0
            ],
            [
              -102.73,
              45.01
            ],
            [
              -102.72,
              45.02
            ],
            [
              -102.72,
              45.06
            ],
            [
              -102.71,
              45.07
            ],
            [
              -102.65,
              45.1
            ],
            [
              -102.62,
              45.1
            ],
            [
              -102.61,
              45.11
            ]
          ]
        ]
      },
      "raw_probability": 0.0784,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "a46b25ba4496edd244399baaa4f183d95b948e790544d6f9376f5e56e7ffc42f",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.0784,
        "probability": 0.000906,
        "confidence_lo": 0.000774,
        "confidence_hi": 0.000906,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "46c326991d0a1272f6302d4bb5ccf37ab06087d00a2128a6f2ec2c5fa69ec240",
        "signature": {
          "alg": "ed25519",
          "sig": "c91ea75c1db3c300b1d1c3a0e8364fd73f37d557519810358576d29b7e342684dba089754754cd3cefcad2dfb1a2c3a280b85a48f4f051192d167b92d953e90e"
        }
      },
      "receipt_sha256": "46c326991d0a1272f6302d4bb5ccf37ab06087d00a2128a6f2ec2c5fa69ec240"
    },
    {
      "storm_id": "233135",
      "lat": 48.1035,
      "lon": -102.0724,
      "motion_east": 6.0,
      "motion_south": 1.6,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 47.0,
      "ebshear": 24.0,
      "srh01": 15.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 15.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.3552
        },
        {
          "name": "alignment",
          "value": 6.8723
        },
        {
          "name": "tau",
          "value": 0.368
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0781
      },
      "coherence_score": 0.3679961562156677,
      "coherence_diagnostics": {
        "tau": 0.3679961562156677,
        "grad_tau": 0.29068660736083984,
        "torsion": 0.0,
        "alignment": 6.872314453125,
        "S_field": 0.34204334020614624,
        "Gamma_field": 0.4499267637729645,
        "S_over_Gamma": 0.7602200508117676,
        "Da": 26.47293472290039,
        "E_coh": 0.2224770337343216,
        "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": [
          [
            [
              -102.11,
              48.21
            ],
            [
              -102.09,
              48.21
            ],
            [
              -102.06,
              48.19
            ],
            [
              -102.06,
              48.14
            ],
            [
              -102.07,
              48.13
            ],
            [
              -102.06,
              48.11
            ],
            [
              -101.99,
              48.04
            ],
            [
              -101.97,
              47.98
            ],
            [
              -102.01,
              47.98
            ],
            [
              -102.04,
              48.01
            ],
            [
              -102.06,
              48.01
            ],
            [
              -102.11,
              48.04
            ],
            [
              -102.1,
              48.05
            ],
            [
              -102.11,
              48.11
            ],
            [
              -102.14,
              48.15
            ],
            [
              -102.14,
              48.19
            ],
            [
              -102.11,
              48.21
            ]
          ]
        ]
      },
      "raw_probability": 0.0781,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "33f29034f047c1433e746d91c3e1a6af85e40d597187f833c364432b2247fe8a",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.0781,
        "probability": 0.000906,
        "confidence_lo": 0.000774,
        "confidence_hi": 0.000906,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "83572bbc40a09bb311c4d8910cc41b01f5a6a9685d1bb6068de30ff2912c0b2b",
        "signature": {
          "alg": "ed25519",
          "sig": "cc773a6ff7a12dd025acabca9be258de08afe677a4f26e6769297753b47c8d6f0365b61c129dfe1a26ff98a61fd8f9b1f39470d769a5aa4f37aea1f56d77a204"
        }
      },
      "receipt_sha256": "83572bbc40a09bb311c4d8910cc41b01f5a6a9685d1bb6068de30ff2912c0b2b"
    },
    {
      "storm_id": "233287",
      "lat": 48.0212,
      "lon": -103.4838,
      "motion_east": 6.0,
      "motion_south": 1.6,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 274.0,
      "ebshear": 38.0,
      "srh01": 25.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 25.0
        },
        {
          "name": "hrrr_pwat",
          "value": 20.6052
        },
        {
          "name": "alignment",
          "value": 3.6847
        },
        {
          "name": "tau",
          "value": 0.5776
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0773
      },
      "coherence_score": 0.5775819420814514,
      "coherence_diagnostics": {
        "tau": 0.5775819420814514,
        "grad_tau": 0.1713736206293106,
        "torsion": 0.0,
        "alignment": 3.6847007274627686,
        "S_field": 0.21137553453445435,
        "Gamma_field": 0.16659343242645264,
        "S_over_Gamma": 1.268810749053955,
        "Da": 9.62462043762207,
        "E_coh": 0.36673036217689514,
        "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": [
          [
            [
              -103.49,
              48.05
            ],
            [
              -103.48,
              48.04
            ],
            [
              -103.46,
              48.04
            ],
            [
              -103.46,
              47.99
            ],
            [
              -103.47,
              47.98
            ],
            [
              -103.51,
              47.98
            ],
            [
              -103.51,
              48.04
            ],
            [
              -103.49,
              48.05
            ]
          ]
        ]
      },
      "raw_probability": 0.0773,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "89408c1b864e5fc66c3ee9b40a14507a9f8266eb092b64014a971aec253e97c1",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.0773,
        "probability": 0.000906,
        "confidence_lo": 0.000774,
        "confidence_hi": 0.000906,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9641897c9d23943ad5848caf1760e0b5f68326f6b389f19407d6263fc4bdb5a7",
        "signature": {
          "alg": "ed25519",
          "sig": "d07fb881c7bd88c96629be2bebe2766a8ddbfa4171fd66ace9c1e09d85314c00dc2c80c7d551dd3f43baea6e4ecd8d9734a6700533b1e6643d9eaa552d3ff202"
        }
      },
      "receipt_sha256": "9641897c9d23943ad5848caf1760e0b5f68326f6b389f19407d6263fc4bdb5a7"
    },
    {
      "storm_id": "233277",
      "lat": 39.4218,
      "lon": -74.2345,
      "motion_east": 6.0,
      "motion_south": 1.6,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 662.0,
      "ebshear": 27.0,
      "srh01": 49.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 49.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.4802
        },
        {
          "name": "alignment",
          "value": -0.0102
        },
        {
          "name": "tau",
          "value": 1.0826
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0768
      },
      "coherence_score": 1.0825916528701782,
      "coherence_diagnostics": {
        "tau": 1.0825916528701782,
        "grad_tau": 0.24708087742328644,
        "torsion": 0.0,
        "alignment": -0.010216355323791504,
        "S_field": 0.19805049896240234,
        "Gamma_field": 0.432426780462265,
        "S_over_Gamma": 0.45799776911735535,
        "Da": 27.00226593017578,
        "E_coh": 0.4248304069042206,
        "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": [
          [
            [
              -74.22,
              39.47
            ],
            [
              -74.2,
              39.47
            ],
            [
              -74.2,
              39.38
            ],
            [
              -74.27,
              39.38
            ],
            [
              -74.28,
              39.39
            ],
            [
              -74.28,
              39.41
            ],
            [
              -74.26,
              39.4
            ],
            [
              -74.23,
              39.4
            ],
            [
              -74.21,
              39.42
            ],
            [
              -74.21,
              39.45
            ],
            [
              -74.22,
              39.47
            ]
          ]
        ]
      },
      "raw_probability": 0.0768,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "c6394141b9b401a741098a9da17ffa0a18d9e830d1c7234290e2d3e9ac53da41",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.0768,
        "probability": 0.000906,
        "confidence_lo": 0.000774,
        "confidence_hi": 0.000906,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "657c104ae6f18a8d911eb3d76f086cc1956d99edd4d28ab26336a92417e11c1d",
        "signature": {
          "alg": "ed25519",
          "sig": "cb7d91e721af81b69e19a75853f1cd841faee9257ec8f640c58888e319b495a3417abba641191ccd9e81877663f35b9fabcf310349d95918e7efe5b917de6f02"
        }
      },
      "receipt_sha256": "657c104ae6f18a8d911eb3d76f086cc1956d99edd4d28ab26336a92417e11c1d"
    },
    {
      "storm_id": "233117",
      "lat": 48.6073,
      "lon": -118.2018,
      "motion_east": 6.0,
      "motion_south": 1.6,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 841.0,
      "ebshear": 33.0,
      "srh01": 5.0,
      "maxllaz": 0.002,
      "mesh": 0.22,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 5.0
        },
        {
          "name": "hrrr_pwat",
          "value": 26.1052
        },
        {
          "name": "alignment",
          "value": -5.6151
        },
        {
          "name": "tau",
          "value": 0.1795
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0764
      },
      "coherence_score": 0.1795285940170288,
      "coherence_diagnostics": {
        "tau": 0.1795285940170288,
        "grad_tau": 0.1505129635334015,
        "torsion": 0.0,
        "alignment": -5.615100860595703,
        "S_field": 0.051414892077445984,
        "Gamma_field": 0.1657600998878479,
        "S_over_Gamma": 0.3101765215396881,
        "Da": 10.937695503234863,
        "E_coh": 0.581396758556366,
        "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": [
          [
            [
              -118.22,
              48.64
            ],
            [
              -118.18,
              48.64
            ],
            [
              -118.18,
              48.62
            ],
            [
              -118.16,
              48.6
            ],
            [
              -118.16,
              48.59
            ],
            [
              -118.18,
              48.57
            ],
            [
              -118.22,
              48.57
            ],
            [
              -118.24,
              48.58
            ],
            [
              -118.23,
              48.6
            ],
            [
              -118.23,
              48.63
            ],
            [
              -118.22,
              48.64
            ]
          ]
        ]
      },
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "69ff8a16e67001e9c3b879fb7e7f0105d2d9096c6b7bb233b7f67a6193597071",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.0764,
        "probability": 0.000906,
        "confidence_lo": 0.000774,
        "confidence_hi": 0.000906,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "63e46bc103116cafcb9b1f5db698410b07f1bd23b0ec335ea4ac7d9201a2d718",
        "signature": {
          "alg": "ed25519",
          "sig": "7c1299235c5477c3f8a94f418fefb2c7712d1773507d7291fdf1981e2c2124553b431a2f27fdb42c56d9a299da89ef9697a654bb70cf18498ad10e60af24f903"
        }
      },
      "receipt_sha256": "63e46bc103116cafcb9b1f5db698410b07f1bd23b0ec335ea4ac7d9201a2d718"
    },
    {
      "storm_id": "233097",
      "lat": 47.4814,
      "lon": -73.6062,
      "motion_east": 6.0,
      "motion_south": 1.6,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 305.0,
      "ebshear": 21.0,
      "srh01": 35.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 35.0
        },
        {
          "name": "hrrr_pwat",
          "value": 25.7302
        },
        {
          "name": "alignment",
          "value": -0.0797
        },
        {
          "name": "tau",
          "value": 0.5509
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0759
      },
      "coherence_score": 0.550912618637085,
      "coherence_diagnostics": {
        "tau": 0.550912618637085,
        "grad_tau": 0.19549722969532013,
        "torsion": 0.0,
        "alignment": -0.07970207929611206,
        "S_field": 0.19244293868541718,
        "Gamma_field": 0.2699267566204071,
        "S_over_Gamma": 0.7129450440406799,
        "Da": 16.52313995361328,
        "E_coh": 0.4543423354625702,
        "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": [
          [
            [
              -73.5,
              47.58
            ],
            [
              -73.47,
              47.58
            ],
            [
              -73.42,
              47.54
            ],
            [
              -73.42,
              47.48
            ],
            [
              -73.44,
              47.46
            ],
            [
              -73.5,
              47.43
            ],
            [
              -73.57,
              47.43
            ],
            [
              -73.6,
              47.4
            ],
            [
              -73.6,
              47.39
            ],
            [
              -73.63,
              47.37
            ],
            [
              -73.69,
              47.38
            ],
            [
              -73.73,
              47.4
            ],
            [
              -73.76,
              47.43
            ],
            [
              -73.77,
              47.47
            ],
            [
              -73.75,
              47.5
            ],
            [
              -73.75,
              47.52
            ],
            [
              -73.73,
              47.53
            ],
            [
              -73.7,
              47.53
            ],
            [
              -73.66,
              47.55
            ],
            [
              -73.54,
              47.56
            ],
            [
              -73.5,
              47.58
            ]
          ]
        ]
      },
      "raw_probability": 0.0759,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "4ebb2cd8ed2442f3b8706c2b75d8331dd6dfcdaef1ba5ce7598b3bb30eff9b5c",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.0759,
        "probability": 0.000906,
        "confidence_lo": 0.000713,
        "confidence_hi": 0.000906,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5edafadfd73a1de4aa363d9d68c3943dbd5245c6a5aad86d20359ab4357a3f9a",
        "signature": {
          "alg": "ed25519",
          "sig": "b071fd87a6c1a642964e4412d702bb80ff5d1f17c1560e506e5c786f80b6a71764ded1f843bfe35a3307e2d2cf2abcb4355fda45cd51ab78c9b260e95de5850f"
        }
      },
      "receipt_sha256": "5edafadfd73a1de4aa363d9d68c3943dbd5245c6a5aad86d20359ab4357a3f9a"
    },
    {
      "storm_id": "233180",
      "lat": 48.6323,
      "lon": -117.7692,
      "motion_east": 6.0,
      "motion_south": 1.6,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 504.0,
      "ebshear": 35.0,
      "srh01": 0.0,
      "maxllaz": 0.004,
      "mesh": 0.4,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 26.1052
        },
        {
          "name": "alignment",
          "value": -5.6151
        },
        {
          "name": "tau",
          "value": 0.1795
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0748
      },
      "coherence_score": 0.1795285940170288,
      "coherence_diagnostics": {
        "tau": 0.1795285940170288,
        "grad_tau": 0.1505129635334015,
        "torsion": 0.0,
        "alignment": -5.615100860595703,
        "S_field": 0.051414892077445984,
        "Gamma_field": 0.1657600998878479,
        "S_over_Gamma": 0.3101765215396881,
        "Da": 10.937695503234863,
        "E_coh": 0.581396758556366,
        "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": [
          [
            [
              -117.81,
              48.71
            ],
            [
              -117.77,
              48.7
            ],
            [
              -117.76,
              48.69
            ],
            [
              -117.76,
              48.64
            ],
            [
              -117.72,
              48.61
            ],
            [
              -117.72,
              48.59
            ],
            [
              -117.7,
              48.56
            ],
            [
              -117.72,
              48.54
            ],
            [
              -117.78,
              48.54
            ],
            [
              -117.77,
              48.6
            ],
            [
              -117.84,
              48.64
            ],
            [
              -117.84,
              48.69
            ],
            [
              -117.81,
              48.71
            ]
          ]
        ]
      },
      "raw_probability": 0.0748,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "cc6673399b646eb97d5dfa030d91c8d004e48e7059b37384607caa59b71bd990",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.0748,
        "probability": 0.000762,
        "confidence_lo": 0.000713,
        "confidence_hi": 0.000762,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8e6bba1766f1ccce3d7b7865bc3c627afdf8d0587759ed501aa1a98a7a6978f7",
        "signature": {
          "alg": "ed25519",
          "sig": "9f1f5d2d338fc151dd9e82597fd750dacc2fa2e2bf173422a8ee216ba8b71fcdec11b7d0b61c13a1d03f042715ea06103eb8c97dc9ff5171694c70115c3f6d00"
        }
      },
      "receipt_sha256": "8e6bba1766f1ccce3d7b7865bc3c627afdf8d0587759ed501aa1a98a7a6978f7"
    },
    {
      "storm_id": "233291",
      "lat": 45.07,
      "lon": -98.753,
      "motion_east": 4.8,
      "motion_south": 0.2,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 941.0,
      "ebshear": 38.0,
      "srh01": 37.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 37.0
        },
        {
          "name": "hrrr_pwat",
          "value": 28.9802
        },
        {
          "name": "alignment",
          "value": -1.0599
        },
        {
          "name": "tau",
          "value": 0.8201
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0744
      },
      "coherence_score": 0.8200550675392151,
      "coherence_diagnostics": {
        "tau": 0.8200550675392151,
        "grad_tau": 0.0666700080037117,
        "torsion": 0.0,
        "alignment": -1.059889316558838,
        "S_field": 0.23613078892230988,
        "Gamma_field": 0.1865934282541275,
        "S_over_Gamma": 1.2654829025268555,
        "Da": 11.269513130187988,
        "E_coh": 0.34997373819351196,
        "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": [
          [
            [
              -98.78,
              45.1
            ],
            [
              -98.74,
              45.1
            ],
            [
              -98.72,
              45.09
            ],
            [
              -98.71,
              45.08
            ],
            [
              -98.71,
              45.04
            ],
            [
              -98.73,
              45.03
            ],
            [
              -98.76,
              45.03
            ],
            [
              -98.8,
              45.05
            ],
            [
              -98.8,
              45.08
            ],
            [
              -98.78,
              45.1
            ]
          ]
        ]
      },
      "raw_probability": 0.0744,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "33b79a74c547bee97bff3dc7fd9387adaa6ad7f092a67b4c15a11d0093db01ea",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.0744,
        "probability": 0.000762,
        "confidence_lo": 0.000713,
        "confidence_hi": 0.000762,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9e6679bcb43bbd84e5ec8f7b7d3e421a284a94dde86783eda6e8b062a142a15b",
        "signature": {
          "alg": "ed25519",
          "sig": "9cb8d04d731d3d9d36e0bc9e2fbd289eb0167468355276d2fcc561e44e86645594ecc8602a7d4ee4bf4c94ea19f13e008fae135fbb577e4bd7a6a4fccdc1a602"
        }
      },
      "receipt_sha256": "9e6679bcb43bbd84e5ec8f7b7d3e421a284a94dde86783eda6e8b062a142a15b"
    },
    {
      "storm_id": "233289",
      "lat": 45.2725,
      "lon": -101.7225,
      "motion_east": 6.0,
      "motion_south": 1.6,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 45.0,
      "ebshear": 20.0,
      "srh01": 23.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 23.0
        },
        {
          "name": "hrrr_pwat",
          "value": 28.1052
        },
        {
          "name": "alignment",
          "value": -6.8847
        },
        {
          "name": "tau",
          "value": 0.7405
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0739
      },
      "coherence_score": 0.7404844760894775,
      "coherence_diagnostics": {
        "tau": 0.7404844760894775,
        "grad_tau": 0.05911359563469887,
        "torsion": 0.0,
        "alignment": -6.884666442871094,
        "S_field": 0.3497198224067688,
        "Gamma_field": 0.4257601201534271,
        "S_over_Gamma": 0.821401059627533,
        "Da": 26.008956909179688,
        "E_coh": 0.1302884966135025,
        "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": [
          [
            [
              -101.74,
              45.3
            ],
            [
              -101.68,
              45.3
            ],
            [
              -101.68,
              45.27
            ],
            [
              -101.7,
              45.24
            ],
            [
              -101.74,
              45.24
            ],
            [
              -101.75,
              45.25
            ],
            [
              -101.75,
              45.28
            ],
            [
              -101.74,
              45.3
            ]
          ]
        ]
      },
      "raw_probability": 0.0739,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "917f94766cac333dcee8ba6992116b883b6b251060ebb2a24d8d984caa5ac55a",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.0739,
        "probability": 0.000762,
        "confidence_lo": 0.000713,
        "confidence_hi": 0.000762,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4c0fd88b820afec923d5f65e786863739113730950a2e658f9c89f9de7902a09",
        "signature": {
          "alg": "ed25519",
          "sig": "dee73c78e9d44e37cd527127a487983714507c8e08b7834953c1c5b9c7a78cf35373263a1aaef3fbb0bfb60ad91cd5a2e701cf7d4c6c91c9ceec305b0cb4e40d"
        }
      },
      "receipt_sha256": "4c0fd88b820afec923d5f65e786863739113730950a2e658f9c89f9de7902a09"
    },
    {
      "storm_id": "233039",
      "lat": 50.6405,
      "lon": -118.9414,
      "motion_east": 6.0,
      "motion_south": 1.6,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 316.0,
      "ebshear": 14.0,
      "srh01": 1.0,
      "maxllaz": 0.003,
      "mesh": 0.2,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 1.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.4802
        },
        {
          "name": "alignment",
          "value": -4.2879
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.072
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.16401603817939758,
        "torsion": 0.0,
        "alignment": -4.287853240966797,
        "S_field": 0.18004903197288513,
        "Gamma_field": 0.1657600998878479,
        "S_over_Gamma": 1.0862025022506714,
        "Da": 10.213374137878418,
        "E_coh": 0.8143314719200134,
        "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": [
          [
            [
              -118.93,
              50.73
            ],
            [
              -118.89,
              50.72
            ],
            [
              -118.88,
              50.69
            ],
            [
              -118.82,
              50.63
            ],
            [
              -118.82,
              50.6
            ],
            [
              -118.83,
              50.59
            ],
            [
              -118.86,
              50.59
            ],
            [
              -118.87,
              50.58
            ],
            [
              -118.88,
              50.59
            ],
            [
              -118.94,
              50.59
            ],
            [
              -118.95,
              50.58
            ],
            [
              -118.99,
              50.58
            ],
            [
              -118.97,
              50.59
            ],
            [
              -119.0,
              50.62
            ],
            [
              -119.05,
              50.62
            ],
            [
              -119.04,
              50.64
            ],
            [
              -119.02,
              50.65
            ],
            [
              -119.02,
              50.68
            ],
            [
              -119.03,
              50.69
            ],
            [
              -119.02,
              50.7
            ],
            [
              -118.97,
              50.7
            ],
            [
              -118.93,
              50.73
            ]
          ]
        ]
      },
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "021bfc47589024bfb9a207943a1970ea129e7d843da0618135ffa93b456e7725",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.072,
        "probability": 0.000762,
        "confidence_lo": 0.000713,
        "confidence_hi": 0.000762,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e023aeed64863fa2843ba2dff75936151ca0b81f93f1bfddc1790286cbebe3a3",
        "signature": {
          "alg": "ed25519",
          "sig": "4a6d6a7adfe5aed7d96ab65f9bd841c57acb890816a11288af7a4a6deba5b03f93e464149478f7b90aec8e645654671232326b161692177cb2bdad28d20a3209"
        }
      },
      "receipt_sha256": "e023aeed64863fa2843ba2dff75936151ca0b81f93f1bfddc1790286cbebe3a3"
    },
    {
      "storm_id": "233301",
      "lat": 33.252,
      "lon": -110.792,
      "motion_east": 6.0,
      "motion_south": 1.6,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1154.0,
      "ebshear": 16.0,
      "srh01": 54.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 54.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.2302
        },
        {
          "name": "alignment",
          "value": 4.0829
        },
        {
          "name": "tau",
          "value": 0.756
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0718
      },
      "coherence_score": 0.7560033202171326,
      "coherence_diagnostics": {
        "tau": 0.7560033202171326,
        "grad_tau": 0.1880938559770584,
        "torsion": 0.0,
        "alignment": 4.082929611206055,
        "S_field": 0.5076391696929932,
        "Gamma_field": 0.5757601261138916,
        "S_over_Gamma": 0.881685197353363,
        "Da": 36.907752990722656,
        "E_coh": 0.9184907078742981,
        "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": [
          [
            [
              -110.81,
              33.28
            ],
            [
              -110.76,
              33.28
            ],
            [
              -110.75,
              33.27
            ],
            [
              -110.75,
              33.25
            ],
            [
              -110.77,
              33.21
            ],
            [
              -110.82,
              33.21
            ],
            [
              -110.81,
              33.23
            ],
            [
              -110.82,
              33.24
            ],
            [
              -110.82,
              33.27
            ],
            [
              -110.81,
              33.28
            ]
          ]
        ]
      },
      "raw_probability": 0.0718,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "0d47210af719aa20f4846a3ca5cc8fccbc33a28590541e8779ee369be9f245ad",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.0718,
        "probability": 0.000762,
        "confidence_lo": 0.000713,
        "confidence_hi": 0.000762,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7476cfa2af28e56dbd6fe3d09a2e8d436df25ca1ae15436be9a103d1e3101428",
        "signature": {
          "alg": "ed25519",
          "sig": "0c1ff26c09897269d5d19f0984face8383f9d372a98efeb66fdbeefff3a583ce85f5e49f267b82165c24bfe6749bffe2d8cf798a7267f4bfe3c48639a97d510c"
        }
      },
      "receipt_sha256": "7476cfa2af28e56dbd6fe3d09a2e8d436df25ca1ae15436be9a103d1e3101428"
    },
    {
      "storm_id": "228794",
      "lat": 45.6891,
      "lon": -108.4143,
      "motion_east": 6.2,
      "motion_south": 0.0,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 519.0,
      "ebshear": 34.0,
      "srh01": 17.0,
      "maxllaz": 0.004,
      "mesh": 0.12,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 17.0
        },
        {
          "name": "hrrr_pwat",
          "value": 17.8552
        },
        {
          "name": "alignment",
          "value": -1.3322
        },
        {
          "name": "tau",
          "value": 0.6016
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0697
      },
      "coherence_score": 0.6015781760215759,
      "coherence_diagnostics": {
        "tau": 0.6015781760215759,
        "grad_tau": 0.12405282258987427,
        "torsion": 0.0,
        "alignment": -1.332230567932129,
        "S_field": 0.2611370384693146,
        "Gamma_field": 0.6940934062004089,
        "S_over_Gamma": 0.3762275278568268,
        "Da": 40.848934173583984,
        "E_coh": 0.2945767343044281,
        "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": 9,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -108.45,
              45.75
            ],
            [
              -108.44,
              45.74
            ],
            [
              -108.41,
              45.74
            ],
            [
              -108.37,
              45.72
            ],
            [
              -108.28,
              45.72
            ],
            [
              -108.24,
              45.69
            ],
            [
              -108.24,
              45.66
            ],
            [
              -108.26,
              45.64
            ],
            [
              -108.31,
              45.64
            ],
            [
              -108.32,
              45.65
            ],
            [
              -108.36,
              45.65
            ],
            [
              -108.37,
              45.66
            ],
            [
              -108.38,
              45.65
            ],
            [
              -108.41,
              45.65
            ],
            [
              -108.45,
              45.63
            ],
            [
              -108.52,
              45.63
            ],
            [
              -108.58,
              45.66
            ],
            [
              -108.59,
              45.7
            ],
            [
              -108.57,
              45.72
            ],
            [
              -108.55,
              45.72
            ],
            [
              -108.52,
              45.74
            ],
            [
              -108.46,
              45.74
            ],
            [
              -108.45,
              45.75
            ]
          ]
        ]
      },
      "raw_probability": 0.0697,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "d8496523c7ed47fdfb1effd6346336a7f3cf0c622c76cfd2b2160e418274f02b",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.0697,
        "probability": 0.000762,
        "confidence_lo": 0.000713,
        "confidence_hi": 0.000762,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6e73911b2cfc6b4b910a9b23812ca18446229eecc15bd31e567e963b462fad14",
        "signature": {
          "alg": "ed25519",
          "sig": "8de381f4beeb7e9f13e214735ba060c0c1e5a51e34cbcfef6ae2c92bb184cfa066ecf2de0eba624316da6d01febddb04d9614acbf59f7159e6c340976c219a0f"
        }
      },
      "receipt_sha256": "6e73911b2cfc6b4b910a9b23812ca18446229eecc15bd31e567e963b462fad14"
    },
    {
      "storm_id": "233276",
      "lat": 39.49,
      "lon": -104.474,
      "motion_east": 4.1,
      "motion_south": -6.0,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 866.0,
      "ebshear": 54.0,
      "srh01": 0.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 28.8552
        },
        {
          "name": "alignment",
          "value": 0.3239
        },
        {
          "name": "tau",
          "value": 0.51
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.069
      },
      "coherence_score": 0.5099720358848572,
      "coherence_diagnostics": {
        "tau": 0.5099720358848572,
        "grad_tau": 0.02989971451461315,
        "torsion": 0.0,
        "alignment": 0.32385164499282837,
        "S_field": 0.20399664342403412,
        "Gamma_field": 0.4415934383869171,
        "S_over_Gamma": 0.4619557857513428,
        "Da": 25.11335563659668,
        "E_coh": 0.5804432034492493,
        "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": [
          [
            [
              -104.48,
              39.52
            ],
            [
              -104.46,
              39.52
            ],
            [
              -104.44,
              39.5
            ],
            [
              -104.44,
              39.48
            ],
            [
              -104.46,
              39.46
            ],
            [
              -104.46,
              39.45
            ],
            [
              -104.51,
              39.45
            ],
            [
              -104.51,
              39.5
            ],
            [
              -104.5,
              39.5
            ],
            [
              -104.48,
              39.52
            ]
          ]
        ]
      },
      "raw_probability": 0.069,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "e2d5bf8a2d337e2d65720248c59e9661b1883b202022000a85b1512a9d1509c5",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.069,
        "probability": 0.000762,
        "confidence_lo": 0.000713,
        "confidence_hi": 0.000762,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "121d8754eaf51d7d57be7926f5df3cda5bb3248dc64aeeb82e973caf81b9bc10",
        "signature": {
          "alg": "ed25519",
          "sig": "39f04f0d1770911b3b531122122ef1a6418014428f0e8df9aa6b1db2097219b2f9ba372a0f06eaf6433d278d3eb774348f0d23d899eceefc66ef92d8aa6a6903"
        }
      },
      "receipt_sha256": "121d8754eaf51d7d57be7926f5df3cda5bb3248dc64aeeb82e973caf81b9bc10"
    },
    {
      "storm_id": "232967",
      "lat": 45.0385,
      "lon": -99.0824,
      "motion_east": 4.5,
      "motion_south": 0.0,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 481.0,
      "ebshear": 38.0,
      "srh01": 32.0,
      "maxllaz": 0.005,
      "mesh": 0.15,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 32.0
        },
        {
          "name": "hrrr_pwat",
          "value": 28.9802
        },
        {
          "name": "alignment",
          "value": -1.0599
        },
        {
          "name": "tau",
          "value": 0.8201
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0681
      },
      "coherence_score": 0.8200550675392151,
      "coherence_diagnostics": {
        "tau": 0.8200550675392151,
        "grad_tau": 0.0666700080037117,
        "torsion": 0.0,
        "alignment": -1.059889316558838,
        "S_field": 0.23613078892230988,
        "Gamma_field": 0.1865934282541275,
        "S_over_Gamma": 1.2654829025268555,
        "Da": 11.269513130187988,
        "E_coh": 0.34997373819351196,
        "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": [
          [
            [
              -99.2,
              45.13
            ],
            [
              -99.16,
              45.12
            ],
            [
              -99.14,
              45.1
            ],
            [
              -99.13,
              45.1
            ],
            [
              -99.13,
              45.07
            ],
            [
              -99.11,
              45.05
            ],
            [
              -99.09,
              45.05
            ],
            [
              -99.08,
              45.04
            ],
            [
              -99.06,
              45.05
            ],
            [
              -99.04,
              45.05
            ],
            [
              -99.03,
              45.04
            ],
            [
              -99.02,
              45.05
            ],
            [
              -98.98,
              45.05
            ],
            [
              -98.97,
              45.06
            ],
            [
              -98.94,
              45.06
            ],
            [
              -98.93,
              45.07
            ],
            [
              -98.87,
              45.06
            ],
            [
              -98.87,
              45.01
            ],
            [
              -98.89,
              44.99
            ],
            [
              -98.91,
              44.99
            ],
            [
              -98.94,
              44.97
            ],
            [
              -99.06,
              44.97
            ],
            [
              -99.07,
              44.96
            ],
            [
              -99.1,
              44.96
            ],
            [
              -99.14,
              44.94
            ],
            [
              -99.15,
              44.97
            ],
            [
              -99.17,
              44.99
            ],
            [
              -99.18,
              44.99
            ],
            [
              -99.22,
              45.02
            ],
            [
              -99.24,
              45.02
            ],
            [
              -99.27,
              45.06
            ],
            [
              -99.27,
              45.09
            ],
            [
              -99.24,
              45.1
            ],
            [
              -99.2,
              45.13
            ]
          ]
        ]
      },
      "raw_probability": 0.0681,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "053795b3129597ba519cc7fd38d767cdc19d3d660c7924ef55b5fd6500bf66ce",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.0681,
        "probability": 0.000762,
        "confidence_lo": 0.000713,
        "confidence_hi": 0.000762,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "262b238ca0baf17b3220e46aff60857c5771459891bbaf913455de118e2b928f",
        "signature": {
          "alg": "ed25519",
          "sig": "7b1ded6b3eb589fcad176e24798cb54124e1114fa3cb4800df3b5cc1f7cad009143da7fb63ed0b9d479fa6f74f5d86a5d0bc7dfc5c2b2818c839cd90f098ba0c"
        }
      },
      "receipt_sha256": "262b238ca0baf17b3220e46aff60857c5771459891bbaf913455de118e2b928f"
    },
    {
      "storm_id": "233208",
      "lat": 48.2325,
      "lon": -105.585,
      "motion_east": 6.0,
      "motion_south": 1.6,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 33.0,
      "ebshear": 26.0,
      "srh01": 29.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 29.0
        },
        {
          "name": "hrrr_pwat",
          "value": 23.9802
        },
        {
          "name": "alignment",
          "value": 3.6259
        },
        {
          "name": "tau",
          "value": 0.3082
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.067
      },
      "coherence_score": 0.3081821799278259,
      "coherence_diagnostics": {
        "tau": 0.3081821799278259,
        "grad_tau": 0.2733711898326874,
        "torsion": 0.0,
        "alignment": 3.625854969024658,
        "S_field": 0.11932366341352463,
        "Gamma_field": 0.2765934467315674,
        "S_over_Gamma": 0.4314045310020447,
        "Da": 16.328319549560547,
        "E_coh": 0.23733866214752197,
        "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": [
          [
            [
              -105.58,
              48.27
            ],
            [
              -105.55,
              48.25
            ],
            [
              -105.55,
              48.22
            ],
            [
              -105.58,
              48.19
            ],
            [
              -105.6,
              48.19
            ],
            [
              -105.62,
              48.22
            ],
            [
              -105.62,
              48.25
            ],
            [
              -105.58,
              48.27
            ]
          ]
        ]
      },
      "raw_probability": 0.067,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "1d36a72c5cbde03960f29603b587b37ec5e5c09400022b7db51c80cc8840e811",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.067,
        "probability": 0.000762,
        "confidence_lo": 0.000713,
        "confidence_hi": 0.000762,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "dcf1c60e05189cdbc2ab4c22c01093dc1a32d45dca69ef7e5efd1def861b59d2",
        "signature": {
          "alg": "ed25519",
          "sig": "f5b9f25da50b9f15073e887b95be99c690e12fcf895cf7c42a33d0aa106f4b8bf8b3fd96b9bad2422be47db35d76ce2c5a8e890a470cdcd7c9451860ffe2b908"
        }
      },
      "receipt_sha256": "dcf1c60e05189cdbc2ab4c22c01093dc1a32d45dca69ef7e5efd1def861b59d2"
    },
    {
      "storm_id": "232882",
      "lat": 48.178,
      "lon": -118.455,
      "motion_east": 6.0,
      "motion_south": 1.6,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 721.0,
      "ebshear": 34.0,
      "srh01": 9.0,
      "maxllaz": 0.002,
      "mesh": 0.29,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 9.0
        },
        {
          "name": "hrrr_pwat",
          "value": 22.4802
        },
        {
          "name": "alignment",
          "value": -2.6278
        },
        {
          "name": "tau",
          "value": 0.164
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0667
      },
      "coherence_score": 0.16401603817939758,
      "coherence_diagnostics": {
        "tau": 0.16401603817939758,
        "grad_tau": 0.13156329095363617,
        "torsion": 0.0,
        "alignment": -2.627774238586426,
        "S_field": 0.10128888487815857,
        "Gamma_field": 0.16992676258087158,
        "S_over_Gamma": 0.5960737466812134,
        "Da": 10.697711944580078,
        "E_coh": 0.6906601786613464,
        "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": [
          [
            [
              -118.47,
              48.23
            ],
            [
              -118.42,
              48.22
            ],
            [
              -118.4,
              48.2
            ],
            [
              -118.4,
              48.15
            ],
            [
              -118.45,
              48.11
            ],
            [
              -118.48,
              48.12
            ],
            [
              -118.48,
              48.16
            ],
            [
              -118.49,
              48.17
            ],
            [
              -118.49,
              48.19
            ],
            [
              -118.47,
              48.23
            ]
          ]
        ]
      },
      "raw_probability": 0.0667,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "c871ef2432e1db28bd5a9dba5769eefccacb7dc08a91386e64389d9febdb95ed",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.0667,
        "probability": 0.000762,
        "confidence_lo": 0.000713,
        "confidence_hi": 0.000762,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8070a8d661e8a9d725e11218e46020a3e8963db03cbdc2170dd3f8ffedbdf83f",
        "signature": {
          "alg": "ed25519",
          "sig": "fc4da1411068194f7730d1ee3b157c95fc4ece1b132587075992c4624f9041f22111d5457db9df3ccb579bfb1e2ffb1f45319d684e0e493c38674d8a99b09602"
        }
      },
      "receipt_sha256": "8070a8d661e8a9d725e11218e46020a3e8963db03cbdc2170dd3f8ffedbdf83f"
    },
    {
      "storm_id": "233040",
      "lat": 48.2808,
      "lon": -101.3071,
      "motion_east": 6.0,
      "motion_south": 1.6,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 48.0,
      "ebshear": 22.0,
      "srh01": 1.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 1.0
        },
        {
          "name": "hrrr_pwat",
          "value": 26.7302
        },
        {
          "name": "alignment",
          "value": 2.1383
        },
        {
          "name": "tau",
          "value": 0.3406
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0649
      },
      "coherence_score": 0.3406211733818054,
      "coherence_diagnostics": {
        "tau": 0.3406211733818054,
        "grad_tau": 0.2812928855419159,
        "torsion": 0.0,
        "alignment": 2.138273239135742,
        "S_field": 0.25614088773727417,
        "Gamma_field": 0.36326009035110474,
        "S_over_Gamma": 0.7051170468330383,
        "Da": 21.363399505615234,
        "E_coh": 0.036184120923280716,
        "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": [
          [
            [
              -101.4,
              48.35
            ],
            [
              -101.38,
              48.34
            ],
            [
              -101.35,
              48.34
            ],
            [
              -101.34,
              48.33
            ],
            [
              -101.31,
              48.33
            ],
            [
              -101.29,
              48.35
            ],
            [
              -101.25,
              48.35
            ],
            [
              -101.18,
              48.31
            ],
            [
              -101.13,
              48.3
            ],
            [
              -101.09,
              48.27
            ],
            [
              -101.09,
              48.22
            ],
            [
              -101.12,
              48.2
            ],
            [
              -101.24,
              48.2
            ],
            [
              -101.25,
              48.21
            ],
            [
              -101.3,
              48.22
            ],
            [
              -101.33,
              48.27
            ],
            [
              -101.36,
              48.26
            ],
            [
              -101.38,
              48.24
            ],
            [
              -101.42,
              48.23
            ],
            [
              -101.42,
              48.24
            ],
            [
              -101.44,
              48.25
            ],
            [
              -101.45,
              48.27
            ],
            [
              -101.45,
              48.31
            ],
            [
              -101.4,
              48.35
            ]
          ]
        ]
      },
      "raw_probability": 0.0649,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "c6bead25ca10d1522fce4627e56c6cc7ebc977cbfc4a62b498a5291d7e0a76d6",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.0649,
        "probability": 0.000762,
        "confidence_lo": 0.000713,
        "confidence_hi": 0.000762,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3813403ceb74014786a2712143fcc193dd956e17f455d9645d816e0095ed791d",
        "signature": {
          "alg": "ed25519",
          "sig": "ea79fa263575c66758094740f30fd05c5df22f70e9c3fca4294167a847005d8cff867325a78e81e4cf857b8e6d825fb9ed5a179822b38663dbacb652964fa505"
        }
      },
      "receipt_sha256": "3813403ceb74014786a2712143fcc193dd956e17f455d9645d816e0095ed791d"
    },
    {
      "storm_id": "233201",
      "lat": 33.9183,
      "lon": -113.2,
      "motion_east": 6.0,
      "motion_south": 1.6,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1123.0,
      "ebshear": 22.0,
      "srh01": 13.0,
      "maxllaz": 0.002,
      "mesh": 0.09,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 13.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.6052
        },
        {
          "name": "alignment",
          "value": 5.4267
        },
        {
          "name": "tau",
          "value": 0.5279
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0642
      },
      "coherence_score": 0.5279107689857483,
      "coherence_diagnostics": {
        "tau": 0.5279107689857483,
        "grad_tau": 0.14289741218090057,
        "torsion": 0.0,
        "alignment": 5.426713943481445,
        "S_field": 0.13428305089473724,
        "Gamma_field": 0.9340934753417969,
        "S_over_Gamma": 0.14375761151313782,
        "Da": 56.080204010009766,
        "E_coh": 0.9168459177017212,
        "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": [
          [
            [
              -113.18,
              34.01
            ],
            [
              -113.16,
              34.01
            ],
            [
              -113.13,
              33.98
            ],
            [
              -113.13,
              33.94
            ],
            [
              -113.15,
              33.92
            ],
            [
              -113.15,
              33.91
            ],
            [
              -113.16,
              33.91
            ],
            [
              -113.17,
              33.89
            ],
            [
              -113.22,
              33.85
            ],
            [
              -113.22,
              33.84
            ],
            [
              -113.24,
              33.83
            ],
            [
              -113.27,
              33.83
            ],
            [
              -113.28,
              33.84
            ],
            [
              -113.28,
              33.88
            ],
            [
              -113.23,
              33.94
            ],
            [
              -113.23,
              33.97
            ],
            [
              -113.22,
              33.97
            ],
            [
              -113.18,
              34.01
            ]
          ]
        ]
      },
      "raw_probability": 0.0642,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "a46b40bd0e22a8ae179902aa42aae18f15a1e394eee22faaf868fb65961b9d3d",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.0642,
        "probability": 0.000762,
        "confidence_lo": 0.000713,
        "confidence_hi": 0.000762,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a07ba940ba051a0e56a965d3d62efb582b3ad3098284e8601f9ba4cf4cef0af7",
        "signature": {
          "alg": "ed25519",
          "sig": "8dcb6770c80d181f13aeb4b3819acfa1ddd4de2f929b216926edb604c286f440a2ab24d5ba8a639c3614fdd0eecca959e1197494d66c05a40e844c344acaec02"
        }
      },
      "receipt_sha256": "a07ba940ba051a0e56a965d3d62efb582b3ad3098284e8601f9ba4cf4cef0af7"
    },
    {
      "storm_id": "233019",
      "lat": 48.409,
      "lon": -101.078,
      "motion_east": 6.0,
      "motion_south": 1.6,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 92.0,
      "ebshear": 20.0,
      "srh01": 3.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 3.0
        },
        {
          "name": "hrrr_pwat",
          "value": 26.7302
        },
        {
          "name": "alignment",
          "value": 2.1383
        },
        {
          "name": "tau",
          "value": 0.3406
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0628
      },
      "coherence_score": 0.3406211733818054,
      "coherence_diagnostics": {
        "tau": 0.3406211733818054,
        "grad_tau": 0.2812928855419159,
        "torsion": 0.0,
        "alignment": 2.138273239135742,
        "S_field": 0.25614088773727417,
        "Gamma_field": 0.36326009035110474,
        "S_over_Gamma": 0.7051170468330383,
        "Da": 21.363399505615234,
        "E_coh": 0.036184120923280716,
        "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": [
          [
            [
              -101.12,
              48.45
            ],
            [
              -101.07,
              48.45
            ],
            [
              -101.03,
              48.43
            ],
            [
              -101.01,
              48.41
            ],
            [
              -101.01,
              48.36
            ],
            [
              -101.02,
              48.35
            ],
            [
              -101.11,
              48.36
            ],
            [
              -101.15,
              48.4
            ],
            [
              -101.14,
              48.43
            ],
            [
              -101.12,
              48.45
            ]
          ]
        ]
      },
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "9e1c8368db2ce9f9cf05bdba32c62d29d814cec6bdae00d8e19d3789f09d82dc",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.0628,
        "probability": 0.000762,
        "confidence_lo": 0.000713,
        "confidence_hi": 0.000762,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5d1037ba4ff10f1a94063e94369a9fecbf194156ade06a41b278fb35ed14b8e7",
        "signature": {
          "alg": "ed25519",
          "sig": "0410094f45681af48437dbd87508098f439bbf2657191c89ec3ed8d4c40957d9fc9387f27f8159346765ecf21926651eef625122fbf8d67aa649ad70325ff500"
        }
      },
      "receipt_sha256": "5d1037ba4ff10f1a94063e94369a9fecbf194156ade06a41b278fb35ed14b8e7"
    },
    {
      "storm_id": "233043",
      "lat": 45.454,
      "lon": -108.316,
      "motion_east": 7.2,
      "motion_south": 1.0,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 517.0,
      "ebshear": 25.0,
      "srh01": 9.0,
      "maxllaz": 0.006,
      "mesh": 0.58,
      "flash_rate": 7.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 9.0
        },
        {
          "name": "hrrr_pwat",
          "value": 17.8552
        },
        {
          "name": "alignment",
          "value": -1.3322
        },
        {
          "name": "tau",
          "value": 0.6016
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0626
      },
      "coherence_score": 0.6015781760215759,
      "coherence_diagnostics": {
        "tau": 0.6015781760215759,
        "grad_tau": 0.12405282258987427,
        "torsion": 0.0,
        "alignment": -1.332230567932129,
        "S_field": 0.2611370384693146,
        "Gamma_field": 0.6940934062004089,
        "S_over_Gamma": 0.3762275278568268,
        "Da": 40.848934173583984,
        "E_coh": 0.2945767343044281,
        "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": [
          [
            [
              -108.35,
              45.53
            ],
            [
              -108.32,
              45.53
            ],
            [
              -108.3,
              45.52
            ],
            [
              -108.24,
              45.46
            ],
            [
              -108.24,
              45.39
            ],
            [
              -108.28,
              45.35
            ],
            [
              -108.35,
              45.35
            ],
            [
              -108.36,
              45.37
            ],
            [
              -108.37,
              45.51
            ],
            [
              -108.35,
              45.53
            ]
          ]
        ]
      },
      "raw_probability": 0.0626,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "9138162be9fd6f7cc95833ba8c5784e91ab6f592fb1b2b991ec732a09b9c37df",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.0626,
        "probability": 0.000762,
        "confidence_lo": 0.000713,
        "confidence_hi": 0.000762,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d5e7478c092ab1a940a3c53ef55c0b3dc05cd7d2169c7713dfc5d67604ef8e0c",
        "signature": {
          "alg": "ed25519",
          "sig": "2d2edd23352e5807352b0ba102e3eb32dd736a64f235f0bf59a797133faaf7084c28995ee2c0b6d16fce4b0de103cd08e60e1bc3b5c342c723911df2ad3b0101"
        }
      },
      "receipt_sha256": "d5e7478c092ab1a940a3c53ef55c0b3dc05cd7d2169c7713dfc5d67604ef8e0c"
    },
    {
      "storm_id": "233199",
      "lat": 34.576,
      "lon": -114.318,
      "motion_east": 6.0,
      "motion_south": 1.6,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1754.0,
      "ebshear": 22.0,
      "srh01": 32.0,
      "maxllaz": 0.002,
      "mesh": 0.1,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 32.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.8552
        },
        {
          "name": "alignment",
          "value": 1.0061
        },
        {
          "name": "tau",
          "value": 0.4272
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0625
      },
      "coherence_score": 0.42718303203582764,
      "coherence_diagnostics": {
        "tau": 0.42718303203582764,
        "grad_tau": 0.14942817389965057,
        "torsion": 0.0,
        "alignment": 1.006117343902588,
        "S_field": 0.15548491477966309,
        "Gamma_field": 0.9315934777259827,
        "S_over_Gamma": 0.1669021099805832,
        "Da": 54.3109245300293,
        "E_coh": 0.5689405202865601,
        "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": [
          [
            [
              -114.32,
              34.61
            ],
            [
              -114.3,
              34.61
            ],
            [
              -114.29,
              34.6
            ],
            [
              -114.29,
              34.57
            ],
            [
              -114.31,
              34.55
            ],
            [
              -114.31,
              34.54
            ],
            [
              -114.34,
              34.53
            ],
            [
              -114.35,
              34.55
            ],
            [
              -114.35,
              34.59
            ],
            [
              -114.32,
              34.61
            ]
          ]
        ]
      },
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "e452a95f61b21a03ce78eee95f15d2e611d4ee3926f614a6e9c6f70a79bdfa7d",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.0625,
        "probability": 0.000762,
        "confidence_lo": 0.000713,
        "confidence_hi": 0.000762,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8f95bb5f267a2f9db47d01f2185e2fa9d35e046c2664846b5a56bc8fc77f2d68",
        "signature": {
          "alg": "ed25519",
          "sig": "fa4c4da503876aabeca7b5d32b21518e273aa76d707888585830e875aad0040b2a83f28c45972801760fbc3b090f0021b6f0abfa90aef254afbb6d23d11cd600"
        }
      },
      "receipt_sha256": "8f95bb5f267a2f9db47d01f2185e2fa9d35e046c2664846b5a56bc8fc77f2d68"
    },
    {
      "storm_id": "233203",
      "lat": 32.5875,
      "lon": -116.1038,
      "motion_east": 6.0,
      "motion_south": 1.6,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3.0,
      "ebshear": 1.0,
      "srh01": 31.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 31.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.3552
        },
        {
          "name": "alignment",
          "value": 0.6161
        },
        {
          "name": "tau",
          "value": 0.441
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.062
      },
      "coherence_score": 0.44102147221565247,
      "coherence_diagnostics": {
        "tau": 0.44102147221565247,
        "grad_tau": 0.02137802354991436,
        "torsion": 0.0,
        "alignment": 0.6161051392555237,
        "S_field": 0.07881252467632294,
        "Gamma_field": 0.16659343242645264,
        "S_over_Gamma": 0.4730830192565918,
        "Da": 9.83479118347168,
        "E_coh": 0.040179189294576645,
        "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": [
          [
            [
              -116.13,
              32.62
            ],
            [
              -116.11,
              32.62
            ],
            [
              -116.09,
              32.6
            ],
            [
              -116.05,
              32.6
            ],
            [
              -116.04,
              32.52
            ],
            [
              -116.14,
              32.52
            ],
            [
              -116.14,
              32.6
            ],
            [
              -116.13,
              32.62
            ]
          ]
        ]
      },
      "raw_probability": 0.062,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "4d9d66d016568b43f359fc8165811ece208fd370669b2631b3aa1e8012aa996e",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.062,
        "probability": 0.000762,
        "confidence_lo": 0.000713,
        "confidence_hi": 0.000762,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0aa09d323768a4113d25e99a3e11011c911ab67f1b9e7ad6f6bcaade3584b28d",
        "signature": {
          "alg": "ed25519",
          "sig": "227ea700768c819da026ae29a234c55981a940e28431dcae582f5a48d10a0a322dd9ce4354a3fdbd9b1941ab146bdb67552266cd8a4f725358168a4cdcc55006"
        }
      },
      "receipt_sha256": "0aa09d323768a4113d25e99a3e11011c911ab67f1b9e7ad6f6bcaade3584b28d"
    },
    {
      "storm_id": "233258",
      "lat": 29.765,
      "lon": -106.382,
      "motion_east": 6.0,
      "motion_south": 1.6,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 690.0,
      "ebshear": 18.0,
      "srh01": 57.0,
      "maxllaz": 0.002,
      "mesh": 0.17,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 57.0
        },
        {
          "name": "hrrr_pwat",
          "value": 28.8552
        },
        {
          "name": "alignment",
          "value": -0.6532
        },
        {
          "name": "tau",
          "value": 0.6692
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0613
      },
      "coherence_score": 0.6691701412200928,
      "coherence_diagnostics": {
        "tau": 0.6691701412200928,
        "grad_tau": 0.11395704001188278,
        "torsion": 0.0,
        "alignment": -0.6532020568847656,
        "S_field": 0.24201075732707977,
        "Gamma_field": 0.36159342527389526,
        "S_over_Gamma": 0.6692897081375122,
        "Da": 21.04897689819336,
        "E_coh": 0.8573405742645264,
        "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": [
          [
            [
              -106.36,
              29.8
            ],
            [
              -106.34,
              29.78
            ],
            [
              -106.34,
              29.74
            ],
            [
              -106.38,
              29.72
            ],
            [
              -106.41,
              29.72
            ],
            [
              -106.42,
              29.73
            ],
            [
              -106.42,
              29.78
            ],
            [
              -106.41,
              29.79
            ],
            [
              -106.38,
              29.79
            ],
            [
              -106.36,
              29.8
            ]
          ]
        ]
      },
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "3e4ce10e61ad540220d7cf3dde40f7df3223e57759e5f1ecf5c55d57373cee12",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.0613,
        "probability": 0.000762,
        "confidence_lo": 0.000713,
        "confidence_hi": 0.000762,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "406bb3e32c6eddec30dc3e99d3a52903594b732bb197798d6b4d839f4bc540e1",
        "signature": {
          "alg": "ed25519",
          "sig": "c723b6ed3bbfa8b06a6938cf0f0903712323b72c1200651a5cf79d492f92e802717ec0410d8f6078869005763cb914d66a7a3e6dfc65c39d67f6ba75adf6d901"
        }
      },
      "receipt_sha256": "406bb3e32c6eddec30dc3e99d3a52903594b732bb197798d6b4d839f4bc540e1"
    },
    {
      "storm_id": "232390",
      "lat": 37.1289,
      "lon": -115.31,
      "motion_east": 6.5,
      "motion_south": 0.0,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 723.0,
      "ebshear": 21.0,
      "srh01": 43.0,
      "maxllaz": 0.002,
      "mesh": 0.26,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 43.0
        },
        {
          "name": "hrrr_pwat",
          "value": 22.3552
        },
        {
          "name": "alignment",
          "value": -0.3589
        },
        {
          "name": "tau",
          "value": 0.3234
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0577
      },
      "coherence_score": 0.32343432307243347,
      "coherence_diagnostics": {
        "tau": 0.32343432307243347,
        "grad_tau": 0.0779944360256195,
        "torsion": 0.0,
        "alignment": -0.35885071754455566,
        "S_field": 0.23719604313373566,
        "Gamma_field": 0.7632600665092468,
        "S_over_Gamma": 0.3107669949531555,
        "Da": 43.055545806884766,
        "E_coh": 0.6798896789550781,
        "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": [
          [
            [
              -115.33,
              37.16
            ],
            [
              -115.29,
              37.16
            ],
            [
              -115.27,
              37.14
            ],
            [
              -115.27,
              37.1
            ],
            [
              -115.29,
              37.09
            ],
            [
              -115.33,
              37.09
            ],
            [
              -115.34,
              37.11
            ],
            [
              -115.34,
              37.15
            ],
            [
              -115.33,
              37.16
            ]
          ]
        ]
      },
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "39822baf8d3064ca53fa55f0ea681159bfcb3a4e3dbb56000d21814ee7b2dc9d",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.0577,
        "probability": 0.000728,
        "confidence_lo": 0.000713,
        "confidence_hi": 0.000728,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5e1e1c65884577b777fe6773dcff16cb5dee24e3bf8177fcb4db9a32b3a50109",
        "signature": {
          "alg": "ed25519",
          "sig": "adcb82137e696ffad66211dbbca105b85f1f78df829ee8f6b872f5d838dbbfdd41a046f1063b714ecd6a774ae2589cae667af9fe6c27661b1f43b3ca1f09ac09"
        }
      },
      "receipt_sha256": "5e1e1c65884577b777fe6773dcff16cb5dee24e3bf8177fcb4db9a32b3a50109"
    },
    {
      "storm_id": "233038",
      "lat": 28.9233,
      "lon": -79.5344,
      "motion_east": 6.1,
      "motion_south": 5.5,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2500.0,
      "ebshear": 8.0,
      "srh01": 4.0,
      "maxllaz": 0.001,
      "mesh": 0.16,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 4.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.7302
        },
        {
          "name": "alignment",
          "value": 1.0313
        },
        {
          "name": "tau",
          "value": 1.9042
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0571
      },
      "coherence_score": 1.904213547706604,
      "coherence_diagnostics": {
        "tau": 1.904213547706604,
        "grad_tau": 0.28335481882095337,
        "torsion": 0.0,
        "alignment": 1.031265139579773,
        "S_field": 0.6750475764274597,
        "Gamma_field": 0.43076011538505554,
        "S_over_Gamma": 1.567107915878296,
        "Da": 25.33772087097168,
        "E_coh": 0.9512933492660522,
        "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": [
          [
            [
              -79.55,
              28.97
            ],
            [
              -79.51,
              28.96
            ],
            [
              -79.48,
              28.93
            ],
            [
              -79.48,
              28.91
            ],
            [
              -79.52,
              28.87
            ],
            [
              -79.56,
              28.87
            ],
            [
              -79.58,
              28.89
            ],
            [
              -79.58,
              28.94
            ],
            [
              -79.55,
              28.97
            ]
          ]
        ]
      },
      "raw_probability": 0.0571,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "3d29380d510117082273c0f6558e00e39d4168f02cf335e5ec76e56d5b5c57af",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.0571,
        "probability": 0.000728,
        "confidence_lo": 0.000713,
        "confidence_hi": 0.000728,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a892b73a5bb1b1888de6a230359f5f6f11c7501a9fda2c43d475484787cd6ec5",
        "signature": {
          "alg": "ed25519",
          "sig": "70366b973cb255e8167ce2e912da875739e0d1d771e8aab3a18842f1fe9cb9ae5c4f8c1ca062230b9a5cf66688f7c6f3321855413ffd3330ae7d66b21580d302"
        }
      },
      "receipt_sha256": "a892b73a5bb1b1888de6a230359f5f6f11c7501a9fda2c43d475484787cd6ec5"
    },
    {
      "storm_id": "233285",
      "lat": 29.802,
      "lon": -107.118,
      "motion_east": 6.0,
      "motion_south": 1.6,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 651.0,
      "ebshear": 21.0,
      "srh01": 5.0,
      "maxllaz": 0.001,
      "mesh": 0.05,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 5.0
        },
        {
          "name": "hrrr_pwat",
          "value": 28.8552
        },
        {
          "name": "alignment",
          "value": -0.6532
        },
        {
          "name": "tau",
          "value": 0.6692
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0543
      },
      "coherence_score": 0.6691701412200928,
      "coherence_diagnostics": {
        "tau": 0.6691701412200928,
        "grad_tau": 0.11395704001188278,
        "torsion": 0.0,
        "alignment": -0.6532020568847656,
        "S_field": 0.24201075732707977,
        "Gamma_field": 0.36159342527389526,
        "S_over_Gamma": 0.6692897081375122,
        "Da": 21.04897689819336,
        "E_coh": 0.8573405742645264,
        "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": [
          [
            [
              -107.13,
              29.83
            ],
            [
              -107.1,
              29.83
            ],
            [
              -107.08,
              29.81
            ],
            [
              -107.08,
              29.78
            ],
            [
              -107.1,
              29.77
            ],
            [
              -107.13,
              29.77
            ],
            [
              -107.13,
              29.78
            ],
            [
              -107.15,
              29.8
            ],
            [
              -107.15,
              29.82
            ],
            [
              -107.13,
              29.83
            ]
          ]
        ]
      },
      "raw_probability": 0.0543,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "9529649e4c7daf84e8d8baf0c2c16dba7d2cddf861029b75238bcd66fccdc7c1",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.0543,
        "probability": 0.000728,
        "confidence_lo": 0.000713,
        "confidence_hi": 0.000728,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "848ce685588314971f0e035642ff5ee62d098ef1709f3377dfca1aa0135f80cf",
        "signature": {
          "alg": "ed25519",
          "sig": "7d4128c94567453088c8e189f3a695fc9a14c5608c8dc3619c2b350947fcfcb110841088c4e11ca8315f2b3d8a9a51e932b5d9a4683918d333eda68dea22110f"
        }
      },
      "receipt_sha256": "848ce685588314971f0e035642ff5ee62d098ef1709f3377dfca1aa0135f80cf"
    },
    {
      "storm_id": "233172",
      "lat": 38.5318,
      "lon": -77.1918,
      "motion_east": 6.0,
      "motion_south": 1.6,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1277.0,
      "ebshear": 34.0,
      "srh01": 25.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 25.0
        },
        {
          "name": "hrrr_pwat",
          "value": 30.6052
        },
        {
          "name": "alignment",
          "value": 5.5274
        },
        {
          "name": "tau",
          "value": 1.2149
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0529
      },
      "coherence_score": 1.2149219512939453,
      "coherence_diagnostics": {
        "tau": 1.2149219512939453,
        "grad_tau": 0.07389140129089355,
        "torsion": 0.0,
        "alignment": 5.527402400970459,
        "S_field": 0.17443546652793884,
        "Gamma_field": 0.20326009392738342,
        "S_over_Gamma": 0.8581884503364563,
        "Da": 12.10151195526123,
        "E_coh": 0.3415149450302124,
        "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": [
          [
            [
              -77.22,
              38.57
            ],
            [
              -77.15,
              38.57
            ],
            [
              -77.13,
              38.56
            ],
            [
              -77.13,
              38.51
            ],
            [
              -77.14,
              38.49
            ],
            [
              -77.21,
              38.49
            ],
            [
              -77.23,
              38.5
            ],
            [
              -77.22,
              38.51
            ],
            [
              -77.22,
              38.53
            ],
            [
              -77.24,
              38.55
            ],
            [
              -77.22,
              38.57
            ]
          ]
        ]
      },
      "raw_probability": 0.0529,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "4e0dbee0b067d9dc6b79c09c92f1860b73a345aa490d1e07f58119010ee4c1b0",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.0529,
        "probability": 0.000728,
        "confidence_lo": 0.000713,
        "confidence_hi": 0.000728,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8d4059a60b7524f521ac780081121582fa6aa6e6a4fd71b198cdd75aec1dd87f",
        "signature": {
          "alg": "ed25519",
          "sig": "b912ad96d7f9524bc7809d8f13aa76f0f3d7cff9e7c23bf3471d3c8b74a59e9dc15ad0df2f044f07ac96f203093729d90f245319185a841169f25d8b0ba89000"
        }
      },
      "receipt_sha256": "8d4059a60b7524f521ac780081121582fa6aa6e6a4fd71b198cdd75aec1dd87f"
    },
    {
      "storm_id": "232160",
      "lat": 33.4525,
      "lon": -111.2475,
      "motion_east": 6.0,
      "motion_south": 1.6,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 423.0,
      "ebshear": 15.0,
      "srh01": 28.0,
      "maxllaz": 0.005,
      "mesh": 0.05,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 28.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.8552
        },
        {
          "name": "alignment",
          "value": 2.4747
        },
        {
          "name": "tau",
          "value": 0.5823
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0527
      },
      "coherence_score": 0.5823046565055847,
      "coherence_diagnostics": {
        "tau": 0.5823046565055847,
        "grad_tau": 0.14375492930412292,
        "torsion": 0.0,
        "alignment": 2.474717140197754,
        "S_field": 0.09379684180021286,
        "Gamma_field": 0.8732600808143616,
        "S_over_Gamma": 0.10740997642278671,
        "Da": 56.7303466796875,
        "E_coh": 0.2732134163379669,
        "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": [
          [
            [
              -111.23,
              33.49
            ],
            [
              -111.2,
              33.49
            ],
            [
              -111.18,
              33.48
            ],
            [
              -111.18,
              33.45
            ],
            [
              -111.19,
              33.43
            ],
            [
              -111.26,
              33.38
            ],
            [
              -111.3,
              33.38
            ],
            [
              -111.33,
              33.42
            ],
            [
              -111.33,
              33.46
            ],
            [
              -111.3,
              33.48
            ],
            [
              -111.24,
              33.48
            ],
            [
              -111.23,
              33.49
            ]
          ]
        ]
      },
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "ad2e01c6f48c880a2d67a7165a479a0e2b63df657a3167c7444849ae61ab4d6d",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.0527,
        "probability": 0.000728,
        "confidence_lo": 0.000713,
        "confidence_hi": 0.000728,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "fc29c43a5fea837cbd9dbfd958799b6ca3ddce8acaab414af252c2ea4b540edc",
        "signature": {
          "alg": "ed25519",
          "sig": "039e2633a2fd56079346e0d9e4830d0799c42da8cf45b4e8e4fbdd51c548993383a72a75658a815d3b56e8d69cc40599998904893492fcf3dd86dada1137940a"
        }
      },
      "receipt_sha256": "fc29c43a5fea837cbd9dbfd958799b6ca3ddce8acaab414af252c2ea4b540edc"
    },
    {
      "storm_id": "232335",
      "lat": 32.9181,
      "lon": -111.3,
      "motion_east": 6.0,
      "motion_south": 1.6,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1318.0,
      "ebshear": 11.0,
      "srh01": 32.0,
      "maxllaz": 0.003,
      "mesh": 0.06,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 32.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.6052
        },
        {
          "name": "alignment",
          "value": 3.0254
        },
        {
          "name": "tau",
          "value": 0.5051
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0517
      },
      "coherence_score": 0.505118191242218,
      "coherence_diagnostics": {
        "tau": 0.505118191242218,
        "grad_tau": 0.05218246206641197,
        "torsion": 0.0,
        "alignment": 3.025383949279785,
        "S_field": 0.2002027928829193,
        "Gamma_field": 0.9307601451873779,
        "S_over_Gamma": 0.21509601175785065,
        "Da": 60.241790771484375,
        "E_coh": 0.8523090481758118,
        "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": 4,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -111.26,
              33.03
            ],
            [
              -111.24,
              33.03
            ],
            [
              -111.23,
              33.02
            ],
            [
              -111.25,
              33.0
            ],
            [
              -111.24,
              32.96
            ],
            [
              -111.26,
              32.94
            ],
            [
              -111.27,
              32.89
            ],
            [
              -111.3,
              32.86
            ],
            [
              -111.3,
              32.84
            ],
            [
              -111.33,
              32.82
            ],
            [
              -111.32,
              32.8
            ],
            [
              -111.33,
              32.79
            ],
            [
              -111.37,
              32.79
            ],
            [
              -111.37,
              32.84
            ],
            [
              -111.35,
              32.85
            ],
            [
              -111.35,
              32.89
            ],
            [
              -111.36,
              32.9
            ],
            [
              -111.35,
              32.96
            ],
            [
              -111.29,
              33.02
            ],
            [
              -111.27,
              33.02
            ],
            [
              -111.26,
              33.03
            ]
          ]
        ]
      },
      "raw_probability": 0.0517,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "de5ade4daec259a2c332853371d30f9fd92878c1a49cfe3fda34ccd87411d74e",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.0517,
        "probability": 0.000728,
        "confidence_lo": 0.000713,
        "confidence_hi": 0.000728,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "aa0f400545694f4dcc80d957054ee68e094142c34e513a9a2f678e332b81a6f9",
        "signature": {
          "alg": "ed25519",
          "sig": "9c63b8e056ab27478ed91b00dc9a4dd5974aa4ec517b187df3d810d352bb643ef2c6b32c699417c4f9e273783fbf7b8ad10734122d0f46198334ef7ada20130f"
        }
      },
      "receipt_sha256": "aa0f400545694f4dcc80d957054ee68e094142c34e513a9a2f678e332b81a6f9"
    },
    {
      "storm_id": "232019",
      "lat": 35.8357,
      "lon": -108.0014,
      "motion_east": 6.0,
      "motion_south": 1.6,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 199.0,
      "ebshear": 29.0,
      "srh01": 23.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 23.0
        },
        {
          "name": "hrrr_pwat",
          "value": 25.2302
        },
        {
          "name": "alignment",
          "value": 0.6325
        },
        {
          "name": "tau",
          "value": 0.3334
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0489
      },
      "coherence_score": 0.33343949913978577,
      "coherence_diagnostics": {
        "tau": 0.33343949913978577,
        "grad_tau": 0.03966524451971054,
        "torsion": 0.0,
        "alignment": 0.6325198411941528,
        "S_field": 0.12273481488227844,
        "Gamma_field": 0.56492680311203,
        "S_over_Gamma": 0.21725790202617645,
        "Da": 34.72198486328125,
        "E_coh": 0.0703066810965538,
        "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": [
          [
            [
              -108.01,
              35.87
            ],
            [
              -107.99,
              35.87
            ],
            [
              -107.98,
              35.86
            ],
            [
              -107.98,
              35.8
            ],
            [
              -107.99,
              35.79
            ],
            [
              -108.05,
              35.79
            ],
            [
              -108.01,
              35.87
            ]
          ]
        ]
      },
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "089e124b5e00253026a88b104acd051f0230ff636ac1dd4bef3ec454d8f7c24f",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.0489,
        "probability": 0.000728,
        "confidence_lo": 0.000713,
        "confidence_hi": 0.000728,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "dd1048c7bee0cff9d75a5c91b9b2ddbdb4853b02191e540ba96e8dbe8067a910",
        "signature": {
          "alg": "ed25519",
          "sig": "0c9fe4be6e1947148290bdd1011dc227826c04198858b696ba8f1d616ea0500dbb1d02501ca66710e48905365283ff31649a907f874f46c74deb6818d7f5a700"
        }
      },
      "receipt_sha256": "dd1048c7bee0cff9d75a5c91b9b2ddbdb4853b02191e540ba96e8dbe8067a910"
    },
    {
      "storm_id": "233272",
      "lat": 40.9811,
      "lon": -70.9667,
      "motion_east": 6.0,
      "motion_south": 1.6,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 859.0,
      "ebshear": 23.0,
      "srh01": 5.0,
      "maxllaz": 0.0,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 5.0
        },
        {
          "name": "hrrr_pwat",
          "value": 29.7302
        },
        {
          "name": "alignment",
          "value": 2.1617
        },
        {
          "name": "tau",
          "value": 0.5254
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0479
      },
      "coherence_score": 0.5254384279251099,
      "coherence_diagnostics": {
        "tau": 0.5254384279251099,
        "grad_tau": 0.06148432567715645,
        "torsion": 0.0,
        "alignment": 2.161699056625366,
        "S_field": 0.1570867896080017,
        "Gamma_field": 1.4715933799743652,
        "S_over_Gamma": 0.10674605518579483,
        "Da": 87.2781753540039,
        "E_coh": 0.11071550846099854,
        "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": [
          [
            [
              -71.01,
              41.03
            ],
            [
              -70.93,
              41.03
            ],
            [
              -70.93,
              41.02
            ],
            [
              -70.91,
              41.0
            ],
            [
              -70.91,
              40.92
            ],
            [
              -70.99,
              40.92
            ],
            [
              -71.0,
              40.93
            ],
            [
              -71.01,
              40.95
            ],
            [
              -71.01,
              41.03
            ]
          ]
        ]
      },
      "raw_probability": 0.0479,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "b8eca5d2497b6797fd56e67a1dcdd96f4ec8fcf4ac661975d5e9039f0b1b947e",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.0479,
        "probability": 0.000728,
        "confidence_lo": 0.000713,
        "confidence_hi": 0.000728,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "45c3e897cd288edfa1986301502a0c1716341eac9cca99fe3d0c248496db74ca",
        "signature": {
          "alg": "ed25519",
          "sig": "25c715d092f33d261167c2a378761a7f9468c24b0fb30d3dd65979f940b5df254b9e846dc8209f26041eeb97d6e675a870f800a22be84350238b813c3aac5c0c"
        }
      },
      "receipt_sha256": "45c3e897cd288edfa1986301502a0c1716341eac9cca99fe3d0c248496db74ca"
    },
    {
      "storm_id": "233164",
      "lat": 44.6036,
      "lon": -99.6782,
      "motion_east": 6.0,
      "motion_south": 1.6,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1202.0,
      "ebshear": 48.0,
      "srh01": 17.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 17.0
        },
        {
          "name": "hrrr_pwat",
          "value": 29.4802
        },
        {
          "name": "alignment",
          "value": 0.0031
        },
        {
          "name": "tau",
          "value": 0.7284
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0475
      },
      "coherence_score": 0.7283675670623779,
      "coherence_diagnostics": {
        "tau": 0.7283675670623779,
        "grad_tau": 0.05590474233031273,
        "torsion": 0.0,
        "alignment": 0.0031106919050216675,
        "S_field": 0.19769629836082458,
        "Gamma_field": 0.630760133266449,
        "S_over_Gamma": 0.3134254813194275,
        "Da": 37.5720329284668,
        "E_coh": 0.04870516434311867,
        "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": [
          [
            [
              -99.68,
              44.7
            ],
            [
              -99.62,
              44.7
            ],
            [
              -99.59,
              44.67
            ],
            [
              -99.51,
              44.67
            ],
            [
              -99.47,
              44.65
            ],
            [
              -99.46,
              44.63
            ],
            [
              -99.51,
              44.59
            ],
            [
              -99.57,
              44.59
            ],
            [
              -99.61,
              44.62
            ],
            [
              -99.65,
              44.62
            ],
            [
              -99.67,
              44.6
            ],
            [
              -99.67,
              44.59
            ],
            [
              -99.65,
              44.57
            ],
            [
              -99.65,
              44.54
            ],
            [
              -99.69,
              44.49
            ],
            [
              -99.8,
              44.49
            ],
            [
              -99.81,
              44.48
            ],
            [
              -99.84,
              44.48
            ],
            [
              -99.85,
              44.49
            ],
            [
              -99.85,
              44.54
            ],
            [
              -99.79,
              44.59
            ],
            [
              -99.79,
              44.61
            ],
            [
              -99.76,
              44.64
            ],
            [
              -99.73,
              44.64
            ],
            [
              -99.71,
              44.65
            ],
            [
              -99.69,
              44.67
            ],
            [
              -99.69,
              44.69
            ],
            [
              -99.68,
              44.7
            ]
          ]
        ]
      },
      "raw_probability": 0.0475,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "a3d13c779c72b059a5271132dfe5bbbb3a2f6cb6ed3f5b8a04426e5efedad4db",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.0475,
        "probability": 0.000728,
        "confidence_lo": 0.000713,
        "confidence_hi": 0.000728,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "23783f212f7eb1f2826c520f96381d9c158c1673f10d5ab1d54b9ff4cf6f1e67",
        "signature": {
          "alg": "ed25519",
          "sig": "ddf04efa8ed79ec7bd0c5e39a449f1db55295f22bdd1fbcbe847af317d8558e4d9c1b4e49f01cbd512f03ded00e2518f72f85809e07d1ebafb44e7911876bc0f"
        }
      },
      "receipt_sha256": "23783f212f7eb1f2826c520f96381d9c158c1673f10d5ab1d54b9ff4cf6f1e67"
    },
    {
      "storm_id": "233282",
      "lat": 33.0191,
      "lon": -111.59,
      "motion_east": 6.0,
      "motion_south": 1.6,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1229.0,
      "ebshear": 12.0,
      "srh01": 26.0,
      "maxllaz": 0.003,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 26.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.8552
        },
        {
          "name": "alignment",
          "value": 2.4747
        },
        {
          "name": "tau",
          "value": 0.5823
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0475
      },
      "coherence_score": 0.5823046565055847,
      "coherence_diagnostics": {
        "tau": 0.5823046565055847,
        "grad_tau": 0.14375492930412292,
        "torsion": 0.0,
        "alignment": 2.474717140197754,
        "S_field": 0.09379684180021286,
        "Gamma_field": 0.8732600808143616,
        "S_over_Gamma": 0.10740997642278671,
        "Da": 56.7303466796875,
        "E_coh": 0.2732134163379669,
        "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,
              33.06
            ],
            [
              -111.56,
              33.06
            ],
            [
              -111.55,
              33.05
            ],
            [
              -111.56,
              33.01
            ],
            [
              -111.54,
              32.98
            ],
            [
              -111.56,
              32.97
            ],
            [
              -111.63,
              32.97
            ],
            [
              -111.63,
              32.99
            ],
            [
              -111.61,
              33.01
            ],
            [
              -111.63,
              33.05
            ],
            [
              -111.61,
              33.06
            ]
          ]
        ]
      },
      "raw_probability": 0.0475,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "a3d13c779c72b059a5271132dfe5bbbb3a2f6cb6ed3f5b8a04426e5efedad4db",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.0475,
        "probability": 0.000728,
        "confidence_lo": 0.000713,
        "confidence_hi": 0.000728,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "23783f212f7eb1f2826c520f96381d9c158c1673f10d5ab1d54b9ff4cf6f1e67",
        "signature": {
          "alg": "ed25519",
          "sig": "ddf04efa8ed79ec7bd0c5e39a449f1db55295f22bdd1fbcbe847af317d8558e4d9c1b4e49f01cbd512f03ded00e2518f72f85809e07d1ebafb44e7911876bc0f"
        }
      },
      "receipt_sha256": "23783f212f7eb1f2826c520f96381d9c158c1673f10d5ab1d54b9ff4cf6f1e67"
    },
    {
      "storm_id": "233274",
      "lat": 39.7944,
      "lon": -103.9156,
      "motion_east": 5.1,
      "motion_south": -1.0,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1377.0,
      "ebshear": 39.0,
      "srh01": 24.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 24.0
        },
        {
          "name": "hrrr_pwat",
          "value": 26.2302
        },
        {
          "name": "alignment",
          "value": 1.7666
        },
        {
          "name": "tau",
          "value": 0.4822
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0465
      },
      "coherence_score": 0.4822041988372803,
      "coherence_diagnostics": {
        "tau": 0.4822041988372803,
        "grad_tau": 0.04193895310163498,
        "torsion": 0.0,
        "alignment": 1.7666406631469727,
        "S_field": 0.23566991090774536,
        "Gamma_field": 0.6040934324264526,
        "S_over_Gamma": 0.3901216387748718,
        "Da": 37.42618942260742,
        "E_coh": 0.3268532454967499,
        "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": [
          [
            [
              -103.92,
              39.83
            ],
            [
              -103.88,
              39.83
            ],
            [
              -103.87,
              39.82
            ],
            [
              -103.87,
              39.78
            ],
            [
              -103.91,
              39.75
            ],
            [
              -103.95,
              39.75
            ],
            [
              -103.96,
              39.76
            ],
            [
              -103.96,
              39.8
            ],
            [
              -103.92,
              39.83
            ]
          ]
        ]
      },
      "raw_probability": 0.0465,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "774abdfb26456af19fcd98799a7561e0dca22cc62c773ec77a3f492397ba7ab4",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.0465,
        "probability": 0.000728,
        "confidence_lo": 0.000713,
        "confidence_hi": 0.000728,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "90c77ed07b822ac68a574e95d9c39e6f86a4f46ebf20031e5aac7f9a47444a29",
        "signature": {
          "alg": "ed25519",
          "sig": "71ab41d384a95749fdc5988c39d7e3cb94f60398d72bff4a75b33226e19076094a698e84c2a98d09c947967a1d725a8ad7a9503215dbabbae8d1404ebebc1d04"
        }
      },
      "receipt_sha256": "90c77ed07b822ac68a574e95d9c39e6f86a4f46ebf20031e5aac7f9a47444a29"
    },
    {
      "storm_id": "233273",
      "lat": 40.978,
      "lon": -70.848,
      "motion_east": 6.0,
      "motion_south": 1.6,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 858.0,
      "ebshear": 23.0,
      "srh01": 6.0,
      "maxllaz": 0.0,
      "mesh": 0.15,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 6.0
        },
        {
          "name": "hrrr_pwat",
          "value": 29.7302
        },
        {
          "name": "alignment",
          "value": 2.1617
        },
        {
          "name": "tau",
          "value": 0.5254
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0464
      },
      "coherence_score": 0.5254384279251099,
      "coherence_diagnostics": {
        "tau": 0.5254384279251099,
        "grad_tau": 0.06148432567715645,
        "torsion": 0.0,
        "alignment": 2.161699056625366,
        "S_field": 0.1570867896080017,
        "Gamma_field": 1.4715933799743652,
        "S_over_Gamma": 0.10674605518579483,
        "Da": 87.2781753540039,
        "E_coh": 0.11071550846099854,
        "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": [
          [
            [
              -70.88,
              41.01
            ],
            [
              -70.8,
              41.01
            ],
            [
              -70.8,
              40.93
            ],
            [
              -70.88,
              40.93
            ],
            [
              -70.88,
              41.01
            ]
          ]
        ]
      },
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "dd9f7888440d77db95343270074741885a3f7c3c28cc4d5d79d5ee6f61d6ab29",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.0464,
        "probability": 0.000728,
        "confidence_lo": 0.000713,
        "confidence_hi": 0.000728,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8841ab09daee66bbd578bf5c03ec35f4015990a2eec63af42cf25c3e4231b851",
        "signature": {
          "alg": "ed25519",
          "sig": "88a48fe6e0311b2a6123360e034ad56d769e23c687e2ec612f488cf2b481ca3a1e910e1b9157f663a592196180b7cd565ebf896a25dd9e135f3fcf772e06d80d"
        }
      },
      "receipt_sha256": "8841ab09daee66bbd578bf5c03ec35f4015990a2eec63af42cf25c3e4231b851"
    },
    {
      "storm_id": "232916",
      "lat": 29.1091,
      "lon": -79.4514,
      "motion_east": 6.1,
      "motion_south": 5.6,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2502.0,
      "ebshear": 6.0,
      "srh01": 15.0,
      "maxllaz": 0.002,
      "mesh": 0.34,
      "flash_rate": 17.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 15.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.7302
        },
        {
          "name": "alignment",
          "value": 1.0313
        },
        {
          "name": "tau",
          "value": 1.9042
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0457
      },
      "coherence_score": 1.904213547706604,
      "coherence_diagnostics": {
        "tau": 1.904213547706604,
        "grad_tau": 0.28335481882095337,
        "torsion": 0.0,
        "alignment": 1.031265139579773,
        "S_field": 0.6750475764274597,
        "Gamma_field": 0.43076011538505554,
        "S_over_Gamma": 1.567107915878296,
        "Da": 25.33772087097168,
        "E_coh": 0.9512933492660522,
        "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": [
          [
            [
              -79.51,
              29.17
            ],
            [
              -79.5,
              29.16
            ],
            [
              -79.5,
              29.14
            ],
            [
              -79.48,
              29.12
            ],
            [
              -79.46,
              29.12
            ],
            [
              -79.42,
              29.15
            ],
            [
              -79.41,
              29.14
            ],
            [
              -79.38,
              29.14
            ],
            [
              -79.33,
              29.1
            ],
            [
              -79.3,
              29.1
            ],
            [
              -79.3,
              29.09
            ],
            [
              -79.33,
              29.04
            ],
            [
              -79.41,
              29.04
            ],
            [
              -79.43,
              29.05
            ],
            [
              -79.46,
              29.09
            ],
            [
              -79.48,
              29.09
            ],
            [
              -79.51,
              29.07
            ],
            [
              -79.54,
              29.07
            ],
            [
              -79.56,
              29.09
            ],
            [
              -79.56,
              29.12
            ],
            [
              -79.55,
              29.14
            ],
            [
              -79.51,
              29.17
            ]
          ]
        ]
      },
      "raw_probability": 0.0457,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "100b5b7514dbd79afe2c28024170ff4c4647fb3ba33014593fbf93d9b6abdd67",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.0457,
        "probability": 0.000728,
        "confidence_lo": 0.000713,
        "confidence_hi": 0.000728,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "04825eb8160e1e217981de336ca6575c739f2c31d9fe56797d6516d8bf2e06f8",
        "signature": {
          "alg": "ed25519",
          "sig": "4e0caf62f831cdd4b407c23159187ab1c206b9d990b9d1bad0bc7077f0edc95a99ba433ada091890fb5324a03de6b079c0ded20071219d5dc6931b9b7c0c6b00"
        }
      },
      "receipt_sha256": "04825eb8160e1e217981de336ca6575c739f2c31d9fe56797d6516d8bf2e06f8"
    },
    {
      "storm_id": "232764",
      "lat": 24.78,
      "lon": -82.535,
      "motion_east": 6.0,
      "motion_south": 1.6,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3296.0,
      "ebshear": 6.0,
      "srh01": 11.0,
      "maxllaz": 0.004,
      "mesh": 0.53,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 11.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.1052
        },
        {
          "name": "alignment",
          "value": 0.1629
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0454
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 1.6826951503753662,
        "torsion": 0.0,
        "alignment": 0.16285324096679688,
        "S_field": 0.8953122496604919,
        "Gamma_field": 0.24409343302249908,
        "S_over_Gamma": 3.667907953262329,
        "Da": 16.218772888183594,
        "E_coh": 0.9553266167640686,
        "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": [
          [
            [
              -82.51,
              24.84
            ],
            [
              -82.5,
              24.84
            ],
            [
              -82.48,
              24.81
            ],
            [
              -82.48,
              24.76
            ],
            [
              -82.51,
              24.73
            ],
            [
              -82.53,
              24.73
            ],
            [
              -82.54,
              24.72
            ],
            [
              -82.59,
              24.72
            ],
            [
              -82.6,
              24.73
            ],
            [
              -82.58,
              24.76
            ],
            [
              -82.58,
              24.8
            ],
            [
              -82.55,
              24.82
            ],
            [
              -82.53,
              24.82
            ],
            [
              -82.51,
              24.84
            ]
          ]
        ]
      },
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "ddf7215564d71678d1b759c8d9217c4ae0b1fbf8605e5109fa95507bfc767cec",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.0454,
        "probability": 0.000728,
        "confidence_lo": 0.000713,
        "confidence_hi": 0.000728,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "87df24e4310cfd5aad5713abc2ac2c76fe08b4ba9b96b8e662f3351f70fa5d52",
        "signature": {
          "alg": "ed25519",
          "sig": "f1c1df8ff9353d2fa25f50745cdeac6f466148d0499ac28b1f3ee5e4b223aeb6bf723317cbed239d34112af003ffb28212ff16a97998b159937e91accac5810d"
        }
      },
      "receipt_sha256": "87df24e4310cfd5aad5713abc2ac2c76fe08b4ba9b96b8e662f3351f70fa5d52"
    },
    {
      "storm_id": "233205",
      "lat": 29.6462,
      "lon": -106.0946,
      "motion_east": 6.0,
      "motion_south": 1.6,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 251.0,
      "ebshear": 12.0,
      "srh01": 23.0,
      "maxllaz": 0.001,
      "mesh": 0.23,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 23.0
        },
        {
          "name": "hrrr_pwat",
          "value": 22.1052
        },
        {
          "name": "alignment",
          "value": -0.0886
        },
        {
          "name": "tau",
          "value": 0.5618
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0417
      },
      "coherence_score": 0.5618079900741577,
      "coherence_diagnostics": {
        "tau": 0.5618079900741577,
        "grad_tau": 0.12520356476306915,
        "torsion": 0.0,
        "alignment": -0.08859176933765411,
        "S_field": 0.17281541228294373,
        "Gamma_field": 0.43992677330970764,
        "S_over_Gamma": 0.39282768964767456,
        "Da": 25.6059513092041,
        "E_coh": 0.6887382864952087,
        "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": [
          [
            [
              -106.11,
              29.68
            ],
            [
              -106.06,
              29.68
            ],
            [
              -106.04,
              29.67
            ],
            [
              -106.04,
              29.64
            ],
            [
              -106.05,
              29.63
            ],
            [
              -106.04,
              29.61
            ],
            [
              -106.06,
              29.6
            ],
            [
              -106.14,
              29.6
            ],
            [
              -106.15,
              29.61
            ],
            [
              -106.16,
              29.66
            ],
            [
              -106.15,
              29.67
            ],
            [
              -106.12,
              29.67
            ],
            [
              -106.11,
              29.68
            ]
          ]
        ]
      },
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "cc085f503812dd52ee5423578ea8f087f6107ba5544d4659cec83254bb95a8cb",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.0417,
        "probability": 0.000728,
        "confidence_lo": 0.000713,
        "confidence_hi": 0.000728,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c8be22b97ea56d0796f84839e840ef5b5848871d9a934e8444d582f81f4bf7de",
        "signature": {
          "alg": "ed25519",
          "sig": "af9d38194f6abb5c81351f33c930fcf7509c873b698b348a77ab296681277290f0aa97cca0a9a24d5241c4e22aea2b2eb525078762ee001c773f0cef2b3ed109"
        }
      },
      "receipt_sha256": "c8be22b97ea56d0796f84839e840ef5b5848871d9a934e8444d582f81f4bf7de"
    },
    {
      "storm_id": "233095",
      "lat": 32.3567,
      "lon": -111.0567,
      "motion_east": 6.0,
      "motion_south": 1.6,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1576.0,
      "ebshear": 9.0,
      "srh01": 14.0,
      "maxllaz": 0.003,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 14.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.6052
        },
        {
          "name": "alignment",
          "value": 3.0254
        },
        {
          "name": "tau",
          "value": 0.5051
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.04
      },
      "coherence_score": 0.505118191242218,
      "coherence_diagnostics": {
        "tau": 0.505118191242218,
        "grad_tau": 0.05218246206641197,
        "torsion": 0.0,
        "alignment": 3.025383949279785,
        "S_field": 0.2002027928829193,
        "Gamma_field": 0.9307601451873779,
        "S_over_Gamma": 0.21509601175785065,
        "Da": 60.241790771484375,
        "E_coh": 0.8523090481758118,
        "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": [
          [
            [
              -111.09,
              32.43
            ],
            [
              -111.07,
              32.43
            ],
            [
              -111.03,
              32.41
            ],
            [
              -111.01,
              32.37
            ],
            [
              -111.01,
              32.35
            ],
            [
              -111.0,
              32.34
            ],
            [
              -111.01,
              32.33
            ],
            [
              -111.0,
              32.32
            ],
            [
              -111.0,
              32.3
            ],
            [
              -111.05,
              32.3
            ],
            [
              -111.06,
              32.29
            ],
            [
              -111.09,
              32.29
            ],
            [
              -111.09,
              32.32
            ],
            [
              -111.11,
              32.35
            ],
            [
              -111.1,
              32.37
            ],
            [
              -111.1,
              32.39
            ],
            [
              -111.11,
              32.4
            ],
            [
              -111.09,
              32.43
            ]
          ]
        ]
      },
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "62e8a630de23ba07e29647a6b9eeaf499d8da6e0888099f8742178996baceb9b",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.04,
        "probability": 0.000728,
        "confidence_lo": 0.000713,
        "confidence_hi": 0.000728,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3ce3005c462c4b8cb72b7a2f1cba09ce1379e73bb0a0cd4babd7e33f3e1e0f70",
        "signature": {
          "alg": "ed25519",
          "sig": "a99bad49de7cc5f0acc1d70be1c5ae741f1ecc8c0eeac153a0384a9c77b712d4375c81cd9515597a3fe8a2242ca653645f860065b67fd08066768342ace15f04"
        }
      },
      "receipt_sha256": "3ce3005c462c4b8cb72b7a2f1cba09ce1379e73bb0a0cd4babd7e33f3e1e0f70"
    },
    {
      "storm_id": "233132",
      "lat": 38.4637,
      "lon": -108.285,
      "motion_east": 6.0,
      "motion_south": 1.6,
      "valid_time": "20260813_040038 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1592.0,
      "ebshear": 21.0,
      "srh01": 5.0,
      "maxllaz": 0.003,
      "mesh": 0.09,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 5.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.6052
        },
        {
          "name": "alignment",
          "value": 0.9516
        },
        {
          "name": "tau",
          "value": 0.3331
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0384
      },
      "coherence_score": 0.3330957889556885,
      "coherence_diagnostics": {
        "tau": 0.3330957889556885,
        "grad_tau": 0.025475386530160904,
        "torsion": 0.0,
        "alignment": 0.9516174793243408,
        "S_field": 0.07267153263092041,
        "Gamma_field": 0.546593427658081,
        "S_over_Gamma": 0.13295353949069977,
        "Da": 33.834205627441406,
        "E_coh": 0.7017828226089478,
        "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": [
          [
            [
              -108.31,
              38.49
            ],
            [
              -108.26,
              38.49
            ],
            [
              -108.24,
              38.47
            ],
            [
              -108.24,
              38.43
            ],
            [
              -108.28,
              38.42
            ],
            [
              -108.32,
              38.44
            ],
            [
              -108.32,
              38.48
            ],
            [
              -108.31,
              38.49
            ]
          ]
        ]
      },
      "raw_probability": 0.0384,
      "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": "a807d7d3b0c13d3d0f39daa1b6149aba3b7299783067cb97cf861020643469c6",
        "input_sha256": "d88f57e6e7bc1cca2c82ed87f6e24ae53e116cb99e95070e742e91c70295192b",
        "issued_at": "2026-08-13T04:07:38Z",
        "raw_probability": 0.0384,
        "probability": 0.000728,
        "confidence_lo": 0.000713,
        "confidence_hi": 0.000728,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d83be043046e59fc1b267a0b48254668719fecabf76542a613315219c918c092",
        "signature": {
          "alg": "ed25519",
          "sig": "e888ab4bc56e3c8b2684966059011412047e846321858d7916393355422563459a4445f4c0e3b397d921f287726c61a00e92c835c7ba2efd8d8019bee7ec7f02"
        }
      },
      "receipt_sha256": "d83be043046e59fc1b267a0b48254668719fecabf76542a613315219c918c092"
    }
  ]
}
