{
  "forecast_id": "to_fcst_20260731_1747",
  "hazard": "tornado",
  "issued_at": "2026-07-31T17:47:28Z",
  "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": 83,
  "top_probability": 0.0191,
  "source_artifacts": [
    "/data/live-tornadoes.json",
    "/data/tornado-storms.geojson"
  ],
  "storms": [
    {
      "storm_id": "226051",
      "lat": 37.8638,
      "lon": -89.2731,
      "motion_east": 6.2,
      "motion_south": 0.1,
      "valid_time": "20260731_173038 UTC",
      "tornado_probability": 0.0191,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 676.0,
      "ebshear": 14.0,
      "srh01": 79.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 79.0
        },
        {
          "name": "hrrr_pwat",
          "value": 57.4126
        },
        {
          "name": "alignment",
          "value": -7.7204
        },
        {
          "name": "tau",
          "value": 1.4244
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6836
      },
      "coherence_score": 1.4244236946105957,
      "coherence_diagnostics": {
        "tau": 1.4244236946105957,
        "grad_tau": 0.2508656084537506,
        "torsion": 0.0,
        "alignment": -7.720355033874512,
        "S_field": 0.47116541862487793,
        "Gamma_field": 0.3437337279319763,
        "S_over_Gamma": 1.3707278966903687,
        "Da": 21.260122299194336,
        "E_coh": 0.23286667466163635,
        "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": [
          [
            [
              -89.32,
              37.93
            ],
            [
              -89.25,
              37.93
            ],
            [
              -89.23,
              37.91
            ],
            [
              -89.23,
              37.88
            ],
            [
              -89.21,
              37.85
            ],
            [
              -89.22,
              37.84
            ],
            [
              -89.22,
              37.8
            ],
            [
              -89.23,
              37.79
            ],
            [
              -89.29,
              37.79
            ],
            [
              -89.33,
              37.82
            ],
            [
              -89.35,
              37.86
            ],
            [
              -89.35,
              37.9
            ],
            [
              -89.32,
              37.93
            ]
          ]
        ]
      },
      "raw_probability": 0.6836,
      "confidence_lo": 0.0187,
      "confidence_hi": 0.0191,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "ed2ea9df19520ef7fa9a962e814f751bb426bf10abfca39f848d3bea60fcc499",
        "issued_at": "2026-07-31T17:47:28Z",
        "raw_probability": 0.6836,
        "probability": 0.01912,
        "confidence_lo": 0.018651,
        "confidence_hi": 0.01913,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "77625fc4ce8c2f5ef1306930d354e6b185b42a08fcabce3ce66d95d8598bcf0c",
        "signature": {
          "alg": "ed25519",
          "sig": "63f8ff91407145e31f7032016827a03e3b7fcfd56dcb067012161cb7db5b4108b362bf7fd96b18d04a7ad40937b16f4d2fa1941bd903565cdb09d9b5a5228208"
        }
      },
      "receipt_sha256": "77625fc4ce8c2f5ef1306930d354e6b185b42a08fcabce3ce66d95d8598bcf0c"
    },
    {
      "storm_id": "226259",
      "lat": 37.0133,
      "lon": -90.4442,
      "motion_east": 7.6,
      "motion_south": 1.2,
      "valid_time": "20260731_173038 UTC",
      "tornado_probability": 0.0191,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 481.0,
      "ebshear": 21.0,
      "srh01": 109.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 109.0
        },
        {
          "name": "hrrr_pwat",
          "value": 55.9126
        },
        {
          "name": "alignment",
          "value": 0.4609
        },
        {
          "name": "tau",
          "value": 1.8532
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6534
      },
      "coherence_score": 1.8532028198242188,
      "coherence_diagnostics": {
        "tau": 1.8532028198242188,
        "grad_tau": 0.1863212138414383,
        "torsion": 0.0,
        "alignment": 0.460949182510376,
        "S_field": 1.041287899017334,
        "Gamma_field": 0.37456709146499634,
        "S_over_Gamma": 2.7799770832061768,
        "Da": 24.08788299560547,
        "E_coh": 0.6582871079444885,
        "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": [
          [
            [
              -90.44,
              37.08
            ],
            [
              -90.41,
              37.07
            ],
            [
              -90.39,
              37.04
            ],
            [
              -90.4,
              37.03
            ],
            [
              -90.41,
              36.98
            ],
            [
              -90.43,
              36.96
            ],
            [
              -90.43,
              36.95
            ],
            [
              -90.49,
              36.95
            ],
            [
              -90.5,
              36.96
            ],
            [
              -90.5,
              37.02
            ],
            [
              -90.49,
              37.04
            ],
            [
              -90.44,
              37.08
            ]
          ]
        ]
      },
      "raw_probability": 0.6534,
      "confidence_lo": 0.0187,
      "confidence_hi": 0.0191,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "a92e20d7e89cd3afe6d87899ebaf8d9897c78110c0ec7a837c3db6d90330bda4",
        "issued_at": "2026-07-31T17:47:28Z",
        "raw_probability": 0.6534,
        "probability": 0.01912,
        "confidence_lo": 0.018651,
        "confidence_hi": 0.01913,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7afc94d1a4db30c5b750a6c0e144ab34e35e2f9afcfe03a4b287a743ad2bf444",
        "signature": {
          "alg": "ed25519",
          "sig": "0e27f70fa7780a33903419b443c96d8ec247505c25f910f165d68c02c2dfa254bb7a8fbabae0341d68e716ef716666090e2d39ee1747a8d3edf59007a43b5b0e"
        }
      },
      "receipt_sha256": "7afc94d1a4db30c5b750a6c0e144ab34e35e2f9afcfe03a4b287a743ad2bf444"
    },
    {
      "storm_id": "226282",
      "lat": 36.9956,
      "lon": -89.9081,
      "motion_east": 7.9,
      "motion_south": 1.2,
      "valid_time": "20260731_173038 UTC",
      "tornado_probability": 0.0152,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 494.0,
      "ebshear": 17.0,
      "srh01": 102.0,
      "maxllaz": 0.002,
      "mesh": 0.11,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 102.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.9126
        },
        {
          "name": "alignment",
          "value": -4.5935
        },
        {
          "name": "tau",
          "value": 1.7743
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6414
      },
      "coherence_score": 1.774250864982605,
      "coherence_diagnostics": {
        "tau": 1.774250864982605,
        "grad_tau": 0.3122391998767853,
        "torsion": 0.0,
        "alignment": -4.593536853790283,
        "S_field": 0.5325504541397095,
        "Gamma_field": 0.36540037393569946,
        "S_over_Gamma": 1.4574435949325562,
        "Da": 23.02029037475586,
        "E_coh": 0.3593309223651886,
        "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": [
          [
            [
              -89.88,
              37.2
            ],
            [
              -89.85,
              37.2
            ],
            [
              -89.84,
              37.19
            ],
            [
              -89.85,
              37.18
            ],
            [
              -89.85,
              37.14
            ],
            [
              -89.83,
              37.12
            ],
            [
              -89.78,
              37.12
            ],
            [
              -89.76,
              37.13
            ],
            [
              -89.73,
              37.11
            ],
            [
              -89.73,
              37.07
            ],
            [
              -89.74,
              37.05
            ],
            [
              -89.76,
              37.03
            ],
            [
              -89.76,
              37.02
            ],
            [
              -89.77,
              37.02
            ],
            [
              -89.79,
              37.0
            ],
            [
              -89.81,
              37.0
            ],
            [
              -89.82,
              36.99
            ],
            [
              -89.84,
              37.0
            ],
            [
              -89.9,
              36.99
            ],
            [
              -89.94,
              36.95
            ],
            [
              -89.94,
              36.94
            ],
            [
              -89.96,
              36.92
            ],
            [
              -89.96,
              36.9
            ],
            [
              -89.94,
              36.88
            ],
            [
              -89.92,
              36.88
            ],
            [
              -89.89,
              36.86
            ],
            [
              -89.89,
              36.82
            ],
            [
              -89.9,
              36.81
            ],
            [
              -89.95,
              36.81
            ],
            [
              -90.0,
              36.78
            ],
            [
              -90.1,
              36.79
            ],
            [
              -90.12,
              36.81
            ],
            [
              -90.12,
              36.87
            ],
            [
              -90.11,
              36.88
            ],
            [
              -90.11,
              36.92
            ],
            [
              -90.1,
              36.94
            ],
            [
              -90.06,
              36.98
            ],
            [
              -89.99,
              37.01
            ],
            [
              -89.97,
              37.03
            ],
            [
              -89.98,
              37.07
            ],
            [
              -89.97,
              37.08
            ],
            [
              -89.96,
              37.12
            ],
            [
              -89.88,
              37.2
            ]
          ]
        ]
      },
      "raw_probability": 0.6414,
      "confidence_lo": 0.0122,
      "confidence_hi": 0.0152,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "8b93cbc16547bd60dbdae653ae262739d1e3411b33a3fa66ebf6d2b506f9bd3d",
        "issued_at": "2026-07-31T17:47:28Z",
        "raw_probability": 0.6414,
        "probability": 0.015198,
        "confidence_lo": 0.012239,
        "confidence_hi": 0.015244,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "26ebca30ff07b315cc936d20a74c5fa985c3838b82f6d1df9562e163b3638af1",
        "signature": {
          "alg": "ed25519",
          "sig": "b1ebb1a2c5bee094ddc2b7651f61c0d6b990659be248a63ee1c06ecb3adceeae836d6057840d2eaf741d670a17edff0c778aeb602e8308351bf3e16204dc8f07"
        }
      },
      "receipt_sha256": "26ebca30ff07b315cc936d20a74c5fa985c3838b82f6d1df9562e163b3638af1"
    },
    {
      "storm_id": "226248",
      "lat": 37.3133,
      "lon": -89.7144,
      "motion_east": 7.8,
      "motion_south": 1.2,
      "valid_time": "20260731_173038 UTC",
      "tornado_probability": 0.0127,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 437.0,
      "ebshear": 21.0,
      "srh01": 80.0,
      "maxllaz": 0.001,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 80.0
        },
        {
          "name": "hrrr_pwat",
          "value": 55.6626
        },
        {
          "name": "alignment",
          "value": -6.591
        },
        {
          "name": "tau",
          "value": 1.5126
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6297
      },
      "coherence_score": 1.5125788450241089,
      "coherence_diagnostics": {
        "tau": 1.5125788450241089,
        "grad_tau": 0.2258802354335785,
        "torsion": 0.0,
        "alignment": -6.590970993041992,
        "S_field": 0.5559922456741333,
        "Gamma_field": 0.5470670461654663,
        "S_over_Gamma": 1.0163146257400513,
        "Da": 35.33652114868164,
        "E_coh": 0.42950016260147095,
        "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": [
          [
            [
              -89.72,
              37.34
            ],
            [
              -89.69,
              37.34
            ],
            [
              -89.68,
              37.33
            ],
            [
              -89.68,
              37.29
            ],
            [
              -89.71,
              37.27
            ],
            [
              -89.75,
              37.29
            ],
            [
              -89.74,
              37.3
            ],
            [
              -89.74,
              37.32
            ],
            [
              -89.72,
              37.34
            ]
          ]
        ]
      },
      "raw_probability": 0.6297,
      "confidence_lo": 0.0122,
      "confidence_hi": 0.0127,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "4b2b435c94f275be713f1a4319a304cb3963baedab8d33197a1c8b87263d9624",
        "issued_at": "2026-07-31T17:47:28Z",
        "raw_probability": 0.6297,
        "probability": 0.012687,
        "confidence_lo": 0.012239,
        "confidence_hi": 0.012693,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "cbf4e9d8a95e63ef82b3ce292b8258e81f24948f6278be8ba93e382f26f28c17",
        "signature": {
          "alg": "ed25519",
          "sig": "777b5440a9c733d28f0f16a95211a77485b52fb9c006f85f93c500cfedaed8cec5bac8d755f92260cf0ae06a152c335f29fbc8f50cd02b7b481c66e092b5a903"
        }
      },
      "receipt_sha256": "cbf4e9d8a95e63ef82b3ce292b8258e81f24948f6278be8ba93e382f26f28c17"
    },
    {
      "storm_id": "226281",
      "lat": 37.2133,
      "lon": -90.2933,
      "motion_east": 7.8,
      "motion_south": 1.2,
      "valid_time": "20260731_173038 UTC",
      "tornado_probability": 0.0127,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 472.0,
      "ebshear": 16.0,
      "srh01": 102.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 102.0
        },
        {
          "name": "hrrr_pwat",
          "value": 55.9126
        },
        {
          "name": "alignment",
          "value": 0.4609
        },
        {
          "name": "tau",
          "value": 1.8532
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.621
      },
      "coherence_score": 1.8532028198242188,
      "coherence_diagnostics": {
        "tau": 1.8532028198242188,
        "grad_tau": 0.1863212138414383,
        "torsion": 0.0,
        "alignment": 0.460949182510376,
        "S_field": 1.041287899017334,
        "Gamma_field": 0.37456709146499634,
        "S_over_Gamma": 2.7799770832061768,
        "Da": 24.08788299560547,
        "E_coh": 0.6582871079444885,
        "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": [
          [
            [
              -90.31,
              37.26
            ],
            [
              -90.29,
              37.25
            ],
            [
              -90.26,
              37.25
            ],
            [
              -90.24,
              37.23
            ],
            [
              -90.24,
              37.19
            ],
            [
              -90.26,
              37.17
            ],
            [
              -90.29,
              37.17
            ],
            [
              -90.3,
              37.18
            ],
            [
              -90.33,
              37.18
            ],
            [
              -90.34,
              37.19
            ],
            [
              -90.35,
              37.23
            ],
            [
              -90.31,
              37.26
            ]
          ]
        ]
      },
      "raw_probability": 0.621,
      "confidence_lo": 0.0122,
      "confidence_hi": 0.0127,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "49f17d6bb6dde272ead38da22e8de8fcbbc6feda72fce9a44431a82f54d9d4a8",
        "issued_at": "2026-07-31T17:47:28Z",
        "raw_probability": 0.621,
        "probability": 0.012687,
        "confidence_lo": 0.012239,
        "confidence_hi": 0.012693,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3b8e06507cab5ae53c5eafb5d72e2c647e5d14b319b728b2122c7af1734f52ea",
        "signature": {
          "alg": "ed25519",
          "sig": "4213610c6d231fb69d6472291ad3cb73b1bf639a260c484917d834b54ad509db627191dc3317e40900a8a823d5181972eb8ccdc38ec285c35eaeb8c1a62bd90b"
        }
      },
      "receipt_sha256": "3b8e06507cab5ae53c5eafb5d72e2c647e5d14b319b728b2122c7af1734f52ea"
    },
    {
      "storm_id": "226267",
      "lat": 41.662,
      "lon": -90.0793,
      "motion_east": 11.6,
      "motion_south": -5.0,
      "valid_time": "20260731_173038 UTC",
      "tornado_probability": 0.0124,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 303.0,
      "ebshear": 20.0,
      "srh01": 168.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 168.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.1626
        },
        {
          "name": "alignment",
          "value": -8.6261
        },
        {
          "name": "tau",
          "value": 1.296
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5785
      },
      "coherence_score": 1.296046495437622,
      "coherence_diagnostics": {
        "tau": 1.296046495437622,
        "grad_tau": 0.07804528623819351,
        "torsion": 0.0,
        "alignment": -8.626108169555664,
        "S_field": 0.23621699213981628,
        "Gamma_field": 0.15540039539337158,
        "S_over_Gamma": 1.5200539827346802,
        "Da": 10.263561248779297,
        "E_coh": 0.222991481423378,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -90.14,
              41.81
            ],
            [
              -90.11,
              41.81
            ],
            [
              -90.09,
              41.8
            ],
            [
              -90.04,
              41.75
            ],
            [
              -90.03,
              41.73
            ],
            [
              -90.03,
              41.71
            ],
            [
              -90.02,
              41.7
            ],
            [
              -90.02,
              41.63
            ],
            [
              -89.99,
              41.57
            ],
            [
              -89.99,
              41.54
            ],
            [
              -90.01,
              41.52
            ],
            [
              -90.01,
              41.51
            ],
            [
              -90.07,
              41.5
            ],
            [
              -90.06,
              41.51
            ],
            [
              -90.06,
              41.53
            ],
            [
              -90.07,
              41.54
            ],
            [
              -90.04,
              41.58
            ],
            [
              -90.04,
              41.59
            ],
            [
              -90.05,
              41.6
            ],
            [
              -90.08,
              41.6
            ],
            [
              -90.11,
              41.63
            ],
            [
              -90.11,
              41.66
            ],
            [
              -90.13,
              41.68
            ],
            [
              -90.13,
              41.7
            ],
            [
              -90.15,
              41.74
            ],
            [
              -90.17,
              41.76
            ],
            [
              -90.16,
              41.77
            ],
            [
              -90.17,
              41.78
            ],
            [
              -90.16,
              41.8
            ],
            [
              -90.14,
              41.81
            ]
          ]
        ]
      },
      "raw_probability": 0.5785,
      "confidence_lo": 0.0078,
      "confidence_hi": 0.0124,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "569822a3756fcf11c84ac535f0bde78f6651bf5079a3bcd656e5d444ddb6c62a",
        "issued_at": "2026-07-31T17:47:28Z",
        "raw_probability": 0.5785,
        "probability": 0.012362,
        "confidence_lo": 0.007752,
        "confidence_hi": 0.01242,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b840280fd849a39a337d98eb2fd8182b884f96fedce2b9c7d76fc2dc0423579d",
        "signature": {
          "alg": "ed25519",
          "sig": "41201231b2eb9af7421fe251f006d1ba7bc32eee17588cb6e2b6bec51b374768b14253de7ad99978b48d5de102562d32496e2688d2a72e0496e8efd60731f30d"
        }
      },
      "receipt_sha256": "b840280fd849a39a337d98eb2fd8182b884f96fedce2b9c7d76fc2dc0423579d"
    },
    {
      "storm_id": "225555",
      "lat": 42.0445,
      "lon": -90.1,
      "motion_east": 10.8,
      "motion_south": -5.0,
      "valid_time": "20260731_173038 UTC",
      "tornado_probability": 0.0112,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 386.0,
      "ebshear": 27.0,
      "srh01": 171.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 171.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.1626
        },
        {
          "name": "alignment",
          "value": -8.6261
        },
        {
          "name": "tau",
          "value": 1.296
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5726
      },
      "coherence_score": 1.296046495437622,
      "coherence_diagnostics": {
        "tau": 1.296046495437622,
        "grad_tau": 0.07804528623819351,
        "torsion": 0.0,
        "alignment": -8.626108169555664,
        "S_field": 0.23621699213981628,
        "Gamma_field": 0.15540039539337158,
        "S_over_Gamma": 1.5200539827346802,
        "Da": 10.263561248779297,
        "E_coh": 0.222991481423378,
        "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": [
          [
            [
              -90.1,
              42.22
            ],
            [
              -90.06,
              42.21
            ],
            [
              -90.05,
              42.2
            ],
            [
              -90.05,
              42.16
            ],
            [
              -90.06,
              42.15
            ],
            [
              -90.06,
              42.13
            ],
            [
              -90.03,
              42.1
            ],
            [
              -90.01,
              42.1
            ],
            [
              -89.99,
              42.07
            ],
            [
              -90.0,
              42.06
            ],
            [
              -90.0,
              42.02
            ],
            [
              -90.02,
              41.99
            ],
            [
              -90.02,
              41.93
            ],
            [
              -90.04,
              41.89
            ],
            [
              -90.08,
              41.88
            ],
            [
              -90.11,
              41.86
            ],
            [
              -90.16,
              41.86
            ],
            [
              -90.18,
              41.88
            ],
            [
              -90.18,
              41.9
            ],
            [
              -90.19,
              41.91
            ],
            [
              -90.19,
              41.93
            ],
            [
              -90.17,
              41.97
            ],
            [
              -90.17,
              42.02
            ],
            [
              -90.2,
              42.06
            ],
            [
              -90.2,
              42.1
            ],
            [
              -90.19,
              42.12
            ],
            [
              -90.15,
              42.16
            ],
            [
              -90.14,
              42.19
            ],
            [
              -90.1,
              42.22
            ]
          ]
        ]
      },
      "raw_probability": 0.5726,
      "confidence_lo": 0.0066,
      "confidence_hi": 0.0113,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "3fc1fc4dbe69dea70fd530d654f67e9f325eba404aecc192132ac2cda90f3d05",
        "issued_at": "2026-07-31T17:47:28Z",
        "raw_probability": 0.5726,
        "probability": 0.011231,
        "confidence_lo": 0.006614,
        "confidence_hi": 0.011284,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "38990bd2467d16af60b8ddb7c9b64ecb0b98a26fd08e7e83d6e3217583a71698",
        "signature": {
          "alg": "ed25519",
          "sig": "4d869aefb3b8cc1d67103624595ab295d40e026c8fef88b032078ed0b5df3dc54de39dd2fd957e884264354fe7cd519010581c7d66e64fdcdae34eac56635a0e"
        }
      },
      "receipt_sha256": "38990bd2467d16af60b8ddb7c9b64ecb0b98a26fd08e7e83d6e3217583a71698"
    },
    {
      "storm_id": "226246",
      "lat": 38.1611,
      "lon": -89.2344,
      "motion_east": 3.4,
      "motion_south": 0.2,
      "valid_time": "20260731_173038 UTC",
      "tornado_probability": 0.0067,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 779.0,
      "ebshear": 16.0,
      "srh01": 97.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 97.0
        },
        {
          "name": "hrrr_pwat",
          "value": 58.0376
        },
        {
          "name": "alignment",
          "value": -8.1637
        },
        {
          "name": "tau",
          "value": 1.3134
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5133
      },
      "coherence_score": 1.3134061098098755,
      "coherence_diagnostics": {
        "tau": 1.3134061098098755,
        "grad_tau": 0.19951680302619934,
        "torsion": 0.0,
        "alignment": -8.163717269897461,
        "S_field": 0.5271621942520142,
        "Gamma_field": 0.3229004144668579,
        "S_over_Gamma": 1.6325844526290894,
        "Da": 20.44303321838379,
        "E_coh": 0.2526837885379791,
        "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": [
          [
            [
              -89.27,
              38.2
            ],
            [
              -89.19,
              38.2
            ],
            [
              -89.18,
              38.19
            ],
            [
              -89.18,
              38.14
            ],
            [
              -89.22,
              38.11
            ],
            [
              -89.25,
              38.11
            ],
            [
              -89.28,
              38.14
            ],
            [
              -89.27,
              38.16
            ],
            [
              -89.27,
              38.2
            ]
          ]
        ]
      },
      "raw_probability": 0.5133,
      "confidence_lo": 0.0066,
      "confidence_hi": 0.0067,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "806cd613a4ac9fc851a02859726bf74b2f5e330d7b6cd505176276fd13a4038f",
        "issued_at": "2026-07-31T17:47:28Z",
        "raw_probability": 0.5133,
        "probability": 0.00672,
        "confidence_lo": 0.006614,
        "confidence_hi": 0.006721,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "af75434186cd31716264019edc9b98b89954a4867ad7026bd3dc91797ed58a99",
        "signature": {
          "alg": "ed25519",
          "sig": "81189fe5a2416fa49e4d74273f24863347d69f3f67bcddae1e4360a632bafc79c61e71586279c90772b12bab61a8444342ba19bf729eb6cadeaaf27d9c856e03"
        }
      },
      "receipt_sha256": "af75434186cd31716264019edc9b98b89954a4867ad7026bd3dc91797ed58a99"
    },
    {
      "storm_id": "226251",
      "lat": 36.0328,
      "lon": -90.5456,
      "motion_east": 7.9,
      "motion_south": 1.4,
      "valid_time": "20260731_173038 UTC",
      "tornado_probability": 0.0066,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1400.0,
      "ebshear": 25.0,
      "srh01": 53.0,
      "maxllaz": 0.003,
      "mesh": 0.12,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 53.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.5376
        },
        {
          "name": "alignment",
          "value": 6.9573
        },
        {
          "name": "tau",
          "value": 2.0001
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4199
      },
      "coherence_score": 2.0001137256622314,
      "coherence_diagnostics": {
        "tau": 2.0001137256622314,
        "grad_tau": 0.29607245326042175,
        "torsion": 0.0,
        "alignment": 6.95729923248291,
        "S_field": 0.9712600111961365,
        "Gamma_field": 0.2254003882408142,
        "S_over_Gamma": 4.3090434074401855,
        "Da": 14.415802955627441,
        "E_coh": 0.765898585319519,
        "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": [
          [
            [
              -90.46,
              36.14
            ],
            [
              -90.45,
              36.12
            ],
            [
              -90.46,
              36.12
            ],
            [
              -90.48,
              36.09
            ],
            [
              -90.47,
              36.08
            ],
            [
              -90.5,
              36.02
            ],
            [
              -90.5,
              36.0
            ],
            [
              -90.55,
              35.95
            ],
            [
              -90.59,
              35.93
            ],
            [
              -90.6,
              35.91
            ],
            [
              -90.62,
              35.91
            ],
            [
              -90.63,
              35.9
            ],
            [
              -90.67,
              35.9
            ],
            [
              -90.69,
              35.91
            ],
            [
              -90.69,
              35.95
            ],
            [
              -90.66,
              35.98
            ],
            [
              -90.65,
              35.98
            ],
            [
              -90.54,
              36.1
            ],
            [
              -90.53,
              36.1
            ],
            [
              -90.51,
              36.12
            ],
            [
              -90.5,
              36.11
            ],
            [
              -90.48,
              36.11
            ],
            [
              -90.47,
              36.12
            ],
            [
              -90.48,
              36.13
            ],
            [
              -90.46,
              36.14
            ]
          ]
        ]
      },
      "raw_probability": 0.4199,
      "confidence_lo": 0.0055,
      "confidence_hi": 0.0066,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "5ed2bdd4d1c208bc8dae8aec67e20462e0a4b9bd417396ee272b777664cad5d6",
        "issued_at": "2026-07-31T17:47:28Z",
        "raw_probability": 0.4199,
        "probability": 0.006625,
        "confidence_lo": 0.005539,
        "confidence_hi": 0.006632,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "158f2f28a746312ce38cc3ae0c604b18ba212d28657b7e8ba746c1d204dfb93e",
        "signature": {
          "alg": "ed25519",
          "sig": "9d6f7e565b768dc1cc3b13da80834eeb4df3ddf6f8f14d907146520be02e71a27c02ab536f227bb248226c06275c691ba733b13f0e648410b7bf0089a8bdc401"
        }
      },
      "receipt_sha256": "158f2f28a746312ce38cc3ae0c604b18ba212d28657b7e8ba746c1d204dfb93e"
    },
    {
      "storm_id": "226283",
      "lat": 36.469,
      "lon": -90.268,
      "motion_east": 7.3,
      "motion_south": 1.1,
      "valid_time": "20260731_173038 UTC",
      "tornado_probability": 0.0066,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 715.0,
      "ebshear": 23.0,
      "srh01": 51.0,
      "maxllaz": 0.002,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 51.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.5376
        },
        {
          "name": "alignment",
          "value": 6.9573
        },
        {
          "name": "tau",
          "value": 2.0001
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4199
      },
      "coherence_score": 2.0001137256622314,
      "coherence_diagnostics": {
        "tau": 2.0001137256622314,
        "grad_tau": 0.29607245326042175,
        "torsion": 0.0,
        "alignment": 6.95729923248291,
        "S_field": 0.9712600111961365,
        "Gamma_field": 0.2254003882408142,
        "S_over_Gamma": 4.3090434074401855,
        "Da": 14.415802955627441,
        "E_coh": 0.765898585319519,
        "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": [
          [
            [
              -90.28,
              36.51
            ],
            [
              -90.24,
              36.51
            ],
            [
              -90.23,
              36.5
            ],
            [
              -90.22,
              36.44
            ],
            [
              -90.24,
              36.42
            ],
            [
              -90.28,
              36.42
            ],
            [
              -90.3,
              36.43
            ],
            [
              -90.31,
              36.45
            ],
            [
              -90.3,
              36.5
            ],
            [
              -90.28,
              36.51
            ]
          ]
        ]
      },
      "raw_probability": 0.4199,
      "confidence_lo": 0.0055,
      "confidence_hi": 0.0066,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "5ed2bdd4d1c208bc8dae8aec67e20462e0a4b9bd417396ee272b777664cad5d6",
        "issued_at": "2026-07-31T17:47:28Z",
        "raw_probability": 0.4199,
        "probability": 0.006625,
        "confidence_lo": 0.005539,
        "confidence_hi": 0.006632,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "158f2f28a746312ce38cc3ae0c604b18ba212d28657b7e8ba746c1d204dfb93e",
        "signature": {
          "alg": "ed25519",
          "sig": "9d6f7e565b768dc1cc3b13da80834eeb4df3ddf6f8f14d907146520be02e71a27c02ab536f227bb248226c06275c691ba733b13f0e648410b7bf0089a8bdc401"
        }
      },
      "receipt_sha256": "158f2f28a746312ce38cc3ae0c604b18ba212d28657b7e8ba746c1d204dfb93e"
    },
    {
      "storm_id": "225967",
      "lat": 37.6211,
      "lon": -89.4263,
      "motion_east": 7.1,
      "motion_south": 1.0,
      "valid_time": "20260731_173038 UTC",
      "tornado_probability": 0.006,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 397.0,
      "ebshear": 18.0,
      "srh01": 47.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 47.0
        },
        {
          "name": "hrrr_pwat",
          "value": 55.6626
        },
        {
          "name": "alignment",
          "value": -6.591
        },
        {
          "name": "tau",
          "value": 1.5126
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4087
      },
      "coherence_score": 1.5125788450241089,
      "coherence_diagnostics": {
        "tau": 1.5125788450241089,
        "grad_tau": 0.2258802354335785,
        "torsion": 0.0,
        "alignment": -6.590970993041992,
        "S_field": 0.5559922456741333,
        "Gamma_field": 0.5470670461654663,
        "S_over_Gamma": 1.0163146257400513,
        "Da": 35.33652114868164,
        "E_coh": 0.42950016260147095,
        "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": [
          [
            [
              -89.46,
              37.72
            ],
            [
              -89.44,
              37.72
            ],
            [
              -89.43,
              37.71
            ],
            [
              -89.41,
              37.72
            ],
            [
              -89.38,
              37.72
            ],
            [
              -89.38,
              37.7
            ],
            [
              -89.4,
              37.7
            ],
            [
              -89.42,
              37.68
            ],
            [
              -89.42,
              37.66
            ],
            [
              -89.36,
              37.63
            ],
            [
              -89.34,
              37.61
            ],
            [
              -89.34,
              37.51
            ],
            [
              -89.36,
              37.49
            ],
            [
              -89.38,
              37.45
            ],
            [
              -89.42,
              37.45
            ],
            [
              -89.42,
              37.48
            ],
            [
              -89.44,
              37.49
            ],
            [
              -89.43,
              37.54
            ],
            [
              -89.45,
              37.56
            ],
            [
              -89.45,
              37.59
            ],
            [
              -89.43,
              37.62
            ],
            [
              -89.45,
              37.64
            ],
            [
              -89.5,
              37.64
            ],
            [
              -89.51,
              37.65
            ],
            [
              -89.51,
              37.68
            ],
            [
              -89.52,
              37.69
            ],
            [
              -89.46,
              37.72
            ]
          ]
        ]
      },
      "raw_probability": 0.4087,
      "confidence_lo": 0.0055,
      "confidence_hi": 0.006,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "92caf29f3f083f5c2c9bbca6b9b8ddac290409107b98561375fc7fc4d2c9a14c",
        "issued_at": "2026-07-31T17:47:28Z",
        "raw_probability": 0.4087,
        "probability": 0.005963,
        "confidence_lo": 0.005539,
        "confidence_hi": 0.005965,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "837841953011193a8119d7c0c56cf73b8ce40357dc3838c93097130ad5f27bec",
        "signature": {
          "alg": "ed25519",
          "sig": "d99e3c70ae559c8256362ba47470aa4930de75307677fa75de68a939a2416fc47aa90f117a57ac83c5ec80241eada7237919177fa9de54ca18dc26dc6bb0500b"
        }
      },
      "receipt_sha256": "837841953011193a8119d7c0c56cf73b8ce40357dc3838c93097130ad5f27bec"
    },
    {
      "storm_id": "226158",
      "lat": 37.4742,
      "lon": -89.1792,
      "motion_east": 6.6,
      "motion_south": 0.1,
      "valid_time": "20260731_173038 UTC",
      "tornado_probability": 0.006,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 294.0,
      "ebshear": 20.0,
      "srh01": 35.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 35.0
        },
        {
          "name": "hrrr_pwat",
          "value": 57.4126
        },
        {
          "name": "alignment",
          "value": -7.7204
        },
        {
          "name": "tau",
          "value": 1.4244
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4
      },
      "coherence_score": 1.4244236946105957,
      "coherence_diagnostics": {
        "tau": 1.4244236946105957,
        "grad_tau": 0.2508656084537506,
        "torsion": 0.0,
        "alignment": -7.720355033874512,
        "S_field": 0.47116541862487793,
        "Gamma_field": 0.3437337279319763,
        "S_over_Gamma": 1.3707278966903687,
        "Da": 21.260122299194336,
        "E_coh": 0.23286667466163635,
        "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": [
          [
            [
              -89.2,
              37.52
            ],
            [
              -89.17,
              37.51
            ],
            [
              -89.14,
              37.48
            ],
            [
              -89.12,
              37.48
            ],
            [
              -89.13,
              37.47
            ],
            [
              -89.13,
              37.44
            ],
            [
              -89.14,
              37.43
            ],
            [
              -89.21,
              37.43
            ],
            [
              -89.24,
              37.45
            ],
            [
              -89.23,
              37.46
            ],
            [
              -89.24,
              37.5
            ],
            [
              -89.2,
              37.52
            ]
          ]
        ]
      },
      "raw_probability": 0.4,
      "confidence_lo": 0.0055,
      "confidence_hi": 0.006,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "76ac2cde7665454a2feeeb3ff8bf3c4b85272509b98228dbc1e8f7a8c979a647",
        "issued_at": "2026-07-31T17:47:28Z",
        "raw_probability": 0.4,
        "probability": 0.005963,
        "confidence_lo": 0.005539,
        "confidence_hi": 0.005965,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0e57378ea56864b670b7e6750b54d2a640e83858e0e97e23ce1ad4492c7e2606",
        "signature": {
          "alg": "ed25519",
          "sig": "4bb21f2da40aca640f21e02ef7716e36f3af8cf4653808c919968dc19ce1fd9f13f2b3b438c78f9abeba593ffa2f4978ccdbda099eaa4fb33d1e152255e9180c"
        }
      },
      "receipt_sha256": "0e57378ea56864b670b7e6750b54d2a640e83858e0e97e23ce1ad4492c7e2606"
    },
    {
      "storm_id": "226237",
      "lat": 37.9537,
      "lon": -89.0775,
      "motion_east": 5.9,
      "motion_south": 0.0,
      "valid_time": "20260731_173038 UTC",
      "tornado_probability": 0.0032,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 447.0,
      "ebshear": 12.0,
      "srh01": 42.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 42.0
        },
        {
          "name": "hrrr_pwat",
          "value": 57.4126
        },
        {
          "name": "alignment",
          "value": -7.7204
        },
        {
          "name": "tau",
          "value": 1.4244
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3593
      },
      "coherence_score": 1.4244236946105957,
      "coherence_diagnostics": {
        "tau": 1.4244236946105957,
        "grad_tau": 0.2508656084537506,
        "torsion": 0.0,
        "alignment": -7.720355033874512,
        "S_field": 0.47116541862487793,
        "Gamma_field": 0.3437337279319763,
        "S_over_Gamma": 1.3707278966903687,
        "Da": 21.260122299194336,
        "E_coh": 0.23286667466163635,
        "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": [
          [
            [
              -89.09,
              37.98
            ],
            [
              -89.06,
              37.98
            ],
            [
              -89.06,
              37.95
            ],
            [
              -89.04,
              37.93
            ],
            [
              -89.06,
              37.91
            ],
            [
              -89.11,
              37.93
            ],
            [
              -89.11,
              37.97
            ],
            [
              -89.09,
              37.98
            ]
          ]
        ]
      },
      "raw_probability": 0.3593,
      "confidence_lo": 0.0031,
      "confidence_hi": 0.0032,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "a3a8e204a0adc2da5cca60ba7b2bbc150412346dad84d2f7a42ed7f9a0e9ef9f",
        "issued_at": "2026-07-31T17:47:28Z",
        "raw_probability": 0.3593,
        "probability": 0.003206,
        "confidence_lo": 0.00311,
        "confidence_hi": 0.003207,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7471d3f7b4f7853b0f3b287f99d7afc871741290eeb7efbcbe8c1a23fc203902",
        "signature": {
          "alg": "ed25519",
          "sig": "ddf425faa82c73d361e5089bcee880ac7cb3d39dd3fc9fae65dae1c3960440482211ccca0584f873c2f458acd3aa5c3c8439e6b66ac7f6d7585d94bdf7c8c50d"
        }
      },
      "receipt_sha256": "7471d3f7b4f7853b0f3b287f99d7afc871741290eeb7efbcbe8c1a23fc203902"
    },
    {
      "storm_id": "225578",
      "lat": 37.7033,
      "lon": -89.013,
      "motion_east": 6.5,
      "motion_south": -1.0,
      "valid_time": "20260731_173038 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 283.0,
      "ebshear": 12.0,
      "srh01": 30.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 30.0
        },
        {
          "name": "hrrr_pwat",
          "value": 57.4126
        },
        {
          "name": "alignment",
          "value": -7.7204
        },
        {
          "name": "tau",
          "value": 1.4244
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2706
      },
      "coherence_score": 1.4244236946105957,
      "coherence_diagnostics": {
        "tau": 1.4244236946105957,
        "grad_tau": 0.2508656084537506,
        "torsion": 0.0,
        "alignment": -7.720355033874512,
        "S_field": 0.47116541862487793,
        "Gamma_field": 0.3437337279319763,
        "S_over_Gamma": 1.3707278966903687,
        "Da": 21.260122299194336,
        "E_coh": 0.23286667466163635,
        "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": [
          [
            [
              -88.93,
              37.86
            ],
            [
              -88.9,
              37.86
            ],
            [
              -88.89,
              37.85
            ],
            [
              -88.91,
              37.83
            ],
            [
              -88.91,
              37.79
            ],
            [
              -88.94,
              37.76
            ],
            [
              -88.93,
              37.75
            ],
            [
              -88.93,
              37.7
            ],
            [
              -88.97,
              37.69
            ],
            [
              -89.0,
              37.66
            ],
            [
              -89.04,
              37.66
            ],
            [
              -89.05,
              37.65
            ],
            [
              -89.04,
              37.63
            ],
            [
              -89.06,
              37.61
            ],
            [
              -89.06,
              37.58
            ],
            [
              -89.07,
              37.56
            ],
            [
              -89.09,
              37.54
            ],
            [
              -89.13,
              37.54
            ],
            [
              -89.15,
              37.56
            ],
            [
              -89.15,
              37.6
            ],
            [
              -89.13,
              37.63
            ],
            [
              -89.08,
              37.63
            ],
            [
              -89.06,
              37.65
            ],
            [
              -89.06,
              37.67
            ],
            [
              -89.07,
              37.68
            ],
            [
              -89.07,
              37.7
            ],
            [
              -89.06,
              37.71
            ],
            [
              -89.06,
              37.75
            ],
            [
              -88.95,
              37.77
            ],
            [
              -88.93,
              37.79
            ],
            [
              -88.93,
              37.84
            ],
            [
              -88.95,
              37.85
            ],
            [
              -88.93,
              37.86
            ]
          ]
        ]
      },
      "raw_probability": 0.2706,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0023,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "1b5e2d21e8a2f4ffcea7820f4e7e392959da0c3322f96ed14732514f5d64d0d7",
        "issued_at": "2026-07-31T17:47:28Z",
        "raw_probability": 0.2706,
        "probability": 0.00234,
        "confidence_lo": 0.00216,
        "confidence_hi": 0.002341,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0888afc07b22a82ff6c5251d853fca54e071361b2752fa744d5348b015c91dc9",
        "signature": {
          "alg": "ed25519",
          "sig": "f239b5d1d73ef139e2fc0d44e0eb3ead3e411adcdb8f1f697ea625609486372927a97e23f761c28083a8a6b9212deee5d289ad5eee51c3d77d60585a2dfe1e0a"
        }
      },
      "receipt_sha256": "0888afc07b22a82ff6c5251d853fca54e071361b2752fa744d5348b015c91dc9"
    },
    {
      "storm_id": "226049",
      "lat": 41.9013,
      "lon": -88.5987,
      "motion_east": 9.7,
      "motion_south": -6.0,
      "valid_time": "20260731_173038 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 57.0,
      "ebshear": 16.0,
      "srh01": 33.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 33.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.2876
        },
        {
          "name": "alignment",
          "value": -6.8221
        },
        {
          "name": "tau",
          "value": 1.286
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2586
      },
      "coherence_score": 1.2860139608383179,
      "coherence_diagnostics": {
        "tau": 1.2860139608383179,
        "grad_tau": 0.12888044118881226,
        "torsion": 0.0,
        "alignment": -6.82210636138916,
        "S_field": 0.2708019018173218,
        "Gamma_field": 0.160400390625,
        "S_over_Gamma": 1.6882870197296143,
        "Da": 10.728081703186035,
        "E_coh": 0.15904544293880463,
        "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": [
          [
            [
              -88.72,
              42.03
            ],
            [
              -88.68,
              42.03
            ],
            [
              -88.65,
              42.0
            ],
            [
              -88.56,
              42.0
            ],
            [
              -88.55,
              41.99
            ],
            [
              -88.55,
              41.97
            ],
            [
              -88.5,
              41.92
            ],
            [
              -88.5,
              41.87
            ],
            [
              -88.51,
              41.86
            ],
            [
              -88.52,
              41.81
            ],
            [
              -88.5,
              41.8
            ],
            [
              -88.48,
              41.77
            ],
            [
              -88.49,
              41.73
            ],
            [
              -88.51,
              41.73
            ],
            [
              -88.55,
              41.81
            ],
            [
              -88.61,
              41.84
            ],
            [
              -88.63,
              41.86
            ],
            [
              -88.66,
              41.87
            ],
            [
              -88.7,
              41.91
            ],
            [
              -88.7,
              41.92
            ],
            [
              -88.74,
              41.97
            ],
            [
              -88.74,
              42.01
            ],
            [
              -88.72,
              42.03
            ]
          ]
        ]
      },
      "raw_probability": 0.2586,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0023,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "88a0e7bef26c9bcb9a9152f9fcb32382cdcb6918ad9d3a63e95ff0fda230e6b0",
        "issued_at": "2026-07-31T17:47:28Z",
        "raw_probability": 0.2586,
        "probability": 0.002319,
        "confidence_lo": 0.00216,
        "confidence_hi": 0.002319,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ffe4d5336c6a7a8a3eeddf30d02deb35b82a4d65218c1f6f4bdb082f2e50e223",
        "signature": {
          "alg": "ed25519",
          "sig": "54360744f7804071a12b352da9a75d3880e9d376f6736ddbf83bee695e4ba2863f6ac7d19af19c7f7967e44afe68b698e0cec5ef91a1313e85657fc7b68ff60e"
        }
      },
      "receipt_sha256": "ffe4d5336c6a7a8a3eeddf30d02deb35b82a4d65218c1f6f4bdb082f2e50e223"
    },
    {
      "storm_id": "226265",
      "lat": 48.1442,
      "lon": -104.777,
      "motion_east": 7.6,
      "motion_south": -2.0,
      "valid_time": "20260731_173038 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 335.0,
      "ebshear": 29.0,
      "srh01": 80.0,
      "maxllaz": 0.004,
      "mesh": 0.22,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 80.0
        },
        {
          "name": "hrrr_pwat",
          "value": 20.7876
        },
        {
          "name": "alignment",
          "value": 5.9018
        },
        {
          "name": "tau",
          "value": 0.1206
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2277
      },
      "coherence_score": 0.12058103084564209,
      "coherence_diagnostics": {
        "tau": 0.12058103084564209,
        "grad_tau": 0.09370788931846619,
        "torsion": 0.0,
        "alignment": 5.901776313781738,
        "S_field": 0.0799916461110115,
        "Gamma_field": 0.26373374462127686,
        "S_over_Gamma": 0.3033045530319214,
        "Da": 15.906037330627441,
        "E_coh": 0.28815194964408875,
        "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": [
          [
            [
              -104.96,
              48.27
            ],
            [
              -104.9,
              48.27
            ],
            [
              -104.86,
              48.25
            ],
            [
              -104.86,
              48.2
            ],
            [
              -104.84,
              48.18
            ],
            [
              -104.8,
              48.16
            ],
            [
              -104.78,
              48.16
            ],
            [
              -104.77,
              48.15
            ],
            [
              -104.72,
              48.15
            ],
            [
              -104.71,
              48.14
            ],
            [
              -104.7,
              48.15
            ],
            [
              -104.67,
              48.15
            ],
            [
              -104.66,
              48.14
            ],
            [
              -104.62,
              48.14
            ],
            [
              -104.58,
              48.12
            ],
            [
              -104.57,
              48.1
            ],
            [
              -104.57,
              48.06
            ],
            [
              -104.62,
              48.02
            ],
            [
              -104.62,
              48.0
            ],
            [
              -104.64,
              47.98
            ],
            [
              -104.69,
              48.08
            ],
            [
              -104.75,
              48.08
            ],
            [
              -104.76,
              48.09
            ],
            [
              -104.83,
              48.09
            ],
            [
              -104.84,
              48.1
            ],
            [
              -104.86,
              48.1
            ],
            [
              -104.87,
              48.11
            ],
            [
              -104.87,
              48.16
            ],
            [
              -104.9,
              48.19
            ],
            [
              -104.9,
              48.2
            ],
            [
              -104.98,
              48.24
            ],
            [
              -104.98,
              48.26
            ],
            [
              -104.96,
              48.27
            ]
          ]
        ]
      },
      "raw_probability": 0.2277,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "818c6a537fdf03ae67f07be1d280871814433e80cf6e28696b334ea3cd249ab2",
        "issued_at": "2026-07-31T17:47:28Z",
        "raw_probability": 0.2277,
        "probability": 0.002197,
        "confidence_lo": 0.001942,
        "confidence_hi": 0.002198,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8210f4f60cca20303cde9813d56af74d9d9d956348b3b39b39463ddffbf54319",
        "signature": {
          "alg": "ed25519",
          "sig": "8de69ef883a650fd93bec22829108cfd13019fbb8f45bb376739468e31f7565c60f65e412af3f945d0fe40aad570ede8795904b5d66d36e6e795fc719378e30e"
        }
      },
      "receipt_sha256": "8210f4f60cca20303cde9813d56af74d9d9d956348b3b39b39463ddffbf54319"
    },
    {
      "storm_id": "226207",
      "lat": 29.4878,
      "lon": -83.8687,
      "motion_east": 6.4,
      "motion_south": 0.0,
      "valid_time": "20260731_173038 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3176.0,
      "ebshear": 18.0,
      "srh01": 43.0,
      "maxllaz": 0.003,
      "mesh": 0.11,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 43.0
        },
        {
          "name": "hrrr_pwat",
          "value": 56.9126
        },
        {
          "name": "alignment",
          "value": -2.2942
        },
        {
          "name": "tau",
          "value": 3.4281
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.221
      },
      "coherence_score": 3.428075075149536,
      "coherence_diagnostics": {
        "tau": 3.428075075149536,
        "grad_tau": 0.40034106373786926,
        "torsion": 0.0,
        "alignment": -2.294203042984009,
        "S_field": 0.9981400966644287,
        "Gamma_field": 0.19873371720314026,
        "S_over_Gamma": 5.022500038146973,
        "Da": 12.511375427246094,
        "E_coh": 0.9458057880401611,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.81,
              29.57
            ],
            [
              -83.78,
              29.57
            ],
            [
              -83.75,
              29.55
            ],
            [
              -83.76,
              29.49
            ],
            [
              -83.78,
              29.49
            ],
            [
              -83.79,
              29.48
            ],
            [
              -83.83,
              29.47
            ],
            [
              -83.87,
              29.43
            ],
            [
              -83.89,
              29.43
            ],
            [
              -83.93,
              29.4
            ],
            [
              -83.95,
              29.41
            ],
            [
              -83.96,
              29.4
            ],
            [
              -83.97,
              29.41
            ],
            [
              -83.98,
              29.46
            ],
            [
              -83.95,
              29.47
            ],
            [
              -83.94,
              29.49
            ],
            [
              -83.92,
              29.49
            ],
            [
              -83.9,
              29.51
            ],
            [
              -83.91,
              29.52
            ],
            [
              -83.84,
              29.52
            ],
            [
              -83.83,
              29.53
            ],
            [
              -83.83,
              29.56
            ],
            [
              -83.81,
              29.57
            ]
          ]
        ]
      },
      "raw_probability": 0.221,
      "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": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "2df90ab1b163acb56774e2367587b7892230758c9a682ef0896897376ec20c92",
        "issued_at": "2026-07-31T17:47:28Z",
        "raw_probability": 0.221,
        "probability": 0.00197,
        "confidence_lo": 0.001942,
        "confidence_hi": 0.00197,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a3b8e8fbcac09a9f2dc5eb0f2543dea69b9b347b57ba8b3ebf7e0c8047764c2a",
        "signature": {
          "alg": "ed25519",
          "sig": "ce72e28e5e16685d737636189c9d977774e2223e70e2fd4fd7d8ebb36e5fb6893ca3036a8a21d17c22beb4db74431951f08c3c0e66f6ff47476bef5ee494010e"
        }
      },
      "receipt_sha256": "a3b8e8fbcac09a9f2dc5eb0f2543dea69b9b347b57ba8b3ebf7e0c8047764c2a"
    },
    {
      "storm_id": "226275",
      "lat": 48.2156,
      "lon": -105.0606,
      "motion_east": 6.9,
      "motion_south": -2.0,
      "valid_time": "20260731_173038 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 475.0,
      "ebshear": 29.0,
      "srh01": 109.0,
      "maxllaz": 0.002,
      "mesh": 0.11,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 109.0
        },
        {
          "name": "hrrr_pwat",
          "value": 20.7876
        },
        {
          "name": "alignment",
          "value": 5.9018
        },
        {
          "name": "tau",
          "value": 0.1206
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1987
      },
      "coherence_score": 0.12058103084564209,
      "coherence_diagnostics": {
        "tau": 0.12058103084564209,
        "grad_tau": 0.09370788931846619,
        "torsion": 0.0,
        "alignment": 5.901776313781738,
        "S_field": 0.0799916461110115,
        "Gamma_field": 0.26373374462127686,
        "S_over_Gamma": 0.3033045530319214,
        "Da": 15.906037330627441,
        "E_coh": 0.28815194964408875,
        "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": [
          [
            [
              -105.04,
              48.26
            ],
            [
              -105.02,
              48.26
            ],
            [
              -105.02,
              48.2
            ],
            [
              -105.05,
              48.18
            ],
            [
              -105.06,
              48.19
            ],
            [
              -105.07,
              48.18
            ],
            [
              -105.09,
              48.18
            ],
            [
              -105.1,
              48.19
            ],
            [
              -105.09,
              48.2
            ],
            [
              -105.07,
              48.19
            ],
            [
              -105.05,
              48.2
            ],
            [
              -105.05,
              48.22
            ],
            [
              -105.09,
              48.24
            ],
            [
              -105.08,
              48.25
            ],
            [
              -105.05,
              48.25
            ],
            [
              -105.04,
              48.26
            ]
          ]
        ]
      },
      "raw_probability": 0.1987,
      "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": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "248750b2914a4e9ccca4aee810607796f3a5fd62adcd50aa60cc929c16b62e7d",
        "issued_at": "2026-07-31T17:47:28Z",
        "raw_probability": 0.1987,
        "probability": 0.00197,
        "confidence_lo": 0.001942,
        "confidence_hi": 0.00197,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d069697c0c1824487a158c033c374c94dce7213b30d178ac7a343dad552afe81",
        "signature": {
          "alg": "ed25519",
          "sig": "a8fdb70c56029c27e417d1d69cd8e888aea50b8eb58823596316b275aa124da4014a95ee5507850805118e8ac85edfbbd304ed43a86ce9ad48ffa3e80455a40d"
        }
      },
      "receipt_sha256": "d069697c0c1824487a158c033c374c94dce7213b30d178ac7a343dad552afe81"
    },
    {
      "storm_id": "225993",
      "lat": 39.7836,
      "lon": -88.4891,
      "motion_east": 3.4,
      "motion_south": 0.2,
      "valid_time": "20260731_173038 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 143.0,
      "ebshear": 23.0,
      "srh01": 41.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 41.0
        },
        {
          "name": "hrrr_pwat",
          "value": 57.1626
        },
        {
          "name": "alignment",
          "value": -5.0574
        },
        {
          "name": "tau",
          "value": 1.3746
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1924
      },
      "coherence_score": 1.3745547533035278,
      "coherence_diagnostics": {
        "tau": 1.3745547533035278,
        "grad_tau": 0.06904084980487823,
        "torsion": 0.0,
        "alignment": -5.057406425476074,
        "S_field": 0.469602108001709,
        "Gamma_field": 0.16623373329639435,
        "S_over_Gamma": 2.824950695037842,
        "Da": 9.879355430603027,
        "E_coh": 0.5654666423797607,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -88.5,
              39.84
            ],
            [
              -88.45,
              39.84
            ],
            [
              -88.43,
              39.82
            ],
            [
              -88.43,
              39.77
            ],
            [
              -88.44,
              39.75
            ],
            [
              -88.48,
              39.72
            ],
            [
              -88.51,
              39.72
            ],
            [
              -88.55,
              39.74
            ],
            [
              -88.55,
              39.78
            ],
            [
              -88.54,
              39.8
            ],
            [
              -88.5,
              39.84
            ]
          ]
        ]
      },
      "raw_probability": 0.1924,
      "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": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "ec86ea56001d18da75465b9eafc804d46c140b535e891f0edb6c2e21997f4403",
        "issued_at": "2026-07-31T17:47:28Z",
        "raw_probability": 0.1924,
        "probability": 0.00197,
        "confidence_lo": 0.001942,
        "confidence_hi": 0.00197,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ba2d9ccb24dc17d52d282ae868f1ff145fc7e8e90d71c8a5849f30ed6dd1ee71",
        "signature": {
          "alg": "ed25519",
          "sig": "4af6b182d5212e3457872323634a803d9329caf3798f710f3099802c99688440c58e67685bf2ff1b150df72c6381f6f3b1c0ea473574d83066a6c6dbba54560a"
        }
      },
      "receipt_sha256": "ba2d9ccb24dc17d52d282ae868f1ff145fc7e8e90d71c8a5849f30ed6dd1ee71"
    },
    {
      "storm_id": "225996",
      "lat": 35.6282,
      "lon": -91.2164,
      "motion_east": 3.4,
      "motion_south": 0.2,
      "valid_time": "20260731_173038 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2271.0,
      "ebshear": 23.0,
      "srh01": 51.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 51.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.5376
        },
        {
          "name": "alignment",
          "value": 6.5049
        },
        {
          "name": "tau",
          "value": 1.3445
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1722
      },
      "coherence_score": 1.3445005416870117,
      "coherence_diagnostics": {
        "tau": 1.3445005416870117,
        "grad_tau": 0.5010430216789246,
        "torsion": 0.0,
        "alignment": 6.5048956871032715,
        "S_field": 0.5421614050865173,
        "Gamma_field": 0.9204004406929016,
        "S_over_Gamma": 0.5890494585037231,
        "Da": 59.559669494628906,
        "E_coh": 0.5372163653373718,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -91.24,
              35.67
            ],
            [
              -91.2,
              35.67
            ],
            [
              -91.17,
              35.65
            ],
            [
              -91.17,
              35.64
            ],
            [
              -91.19,
              35.62
            ],
            [
              -91.19,
              35.59
            ],
            [
              -91.21,
              35.58
            ],
            [
              -91.23,
              35.58
            ],
            [
              -91.27,
              35.6
            ],
            [
              -91.27,
              35.64
            ],
            [
              -91.24,
              35.67
            ]
          ]
        ]
      },
      "raw_probability": 0.1722,
      "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": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "336e2451695d7e18e816983ba83abe9202fe5958748a035983f8c1feb89a07a7",
        "issued_at": "2026-07-31T17:47:28Z",
        "raw_probability": 0.1722,
        "probability": 0.00197,
        "confidence_lo": 0.001942,
        "confidence_hi": 0.00197,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1ad054f65cdc1291547503520289b69d83574bc6c6c913cf697957ff0a294851",
        "signature": {
          "alg": "ed25519",
          "sig": "d04d6bdf27611b0c873a5a8b5c9e5d38696276a75ae1695ab551d72716bb2b4c974f24fbb85ea85f7578ffdd91abcea65605679f4e356e276884810a27bde90b"
        }
      },
      "receipt_sha256": "1ad054f65cdc1291547503520289b69d83574bc6c6c913cf697957ff0a294851"
    },
    {
      "storm_id": "226191",
      "lat": 27.5109,
      "lon": -78.2364,
      "motion_east": 3.4,
      "motion_south": 0.2,
      "valid_time": "20260731_173038 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3360.0,
      "ebshear": 26.0,
      "srh01": 77.0,
      "maxllaz": 0.001,
      "mesh": 0.06,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 77.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.9126
        },
        {
          "name": "alignment",
          "value": -0.0024
        },
        {
          "name": "tau",
          "value": 2.7172
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.157
      },
      "coherence_score": 2.7172417640686035,
      "coherence_diagnostics": {
        "tau": 2.7172417640686035,
        "grad_tau": 0.6554831266403198,
        "torsion": 0.0,
        "alignment": -0.002408340573310852,
        "S_field": 0.7459779977798462,
        "Gamma_field": 0.23040039837360382,
        "S_over_Gamma": 3.237746238708496,
        "Da": 15.279138565063477,
        "E_coh": 0.9794711470603943,
        "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": [
          [
            [
              -78.23,
              27.57
            ],
            [
              -78.19,
              27.56
            ],
            [
              -78.18,
              27.51
            ],
            [
              -78.19,
              27.49
            ],
            [
              -78.2,
              27.49
            ],
            [
              -78.24,
              27.45
            ],
            [
              -78.29,
              27.45
            ],
            [
              -78.3,
              27.46
            ],
            [
              -78.3,
              27.51
            ],
            [
              -78.25,
              27.56
            ],
            [
              -78.23,
              27.57
            ]
          ]
        ]
      },
      "raw_probability": 0.157,
      "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": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "2c839ebbe5c79378ac71d48dc15dde7b3d4ed2ed9962087a400f7e40d544a013",
        "issued_at": "2026-07-31T17:47:28Z",
        "raw_probability": 0.157,
        "probability": 0.00197,
        "confidence_lo": 0.001942,
        "confidence_hi": 0.00197,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b86cabfc0ff9a8e3740932bd1b5c5bc8cff7ca33b1c6210f7ed8e3e7e3f338c5",
        "signature": {
          "alg": "ed25519",
          "sig": "a3885a16d585a2b0c8de245bbc42f98d5771d8bdc4ec59ad2cc12130e6ce9d7a26a9a4bce5effd5fcca9ebfa70c8117ee6085521300593cdfed86d8ad0ddb905"
        }
      },
      "receipt_sha256": "b86cabfc0ff9a8e3740932bd1b5c5bc8cff7ca33b1c6210f7ed8e3e7e3f338c5"
    },
    {
      "storm_id": "226131",
      "lat": 44.5158,
      "lon": -93.1919,
      "motion_east": 5.8,
      "motion_south": -3.0,
      "valid_time": "20260731_173038 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 46.0,
      "ebshear": 31.0,
      "srh01": 36.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 36.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.9126
        },
        {
          "name": "alignment",
          "value": -0.8318
        },
        {
          "name": "tau",
          "value": 0.7416
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1518
      },
      "coherence_score": 0.7415521144866943,
      "coherence_diagnostics": {
        "tau": 0.7415521144866943,
        "grad_tau": 0.13449840247631073,
        "torsion": 0.0,
        "alignment": -0.8318343162536621,
        "S_field": 0.28430768847465515,
        "Gamma_field": 0.2112337201833725,
        "S_over_Gamma": 1.3459389209747314,
        "Da": 12.261043548583984,
        "E_coh": 0.586319625377655,
        "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": [
          [
            [
              -93.07,
              44.57
            ],
            [
              -93.04,
              44.57
            ],
            [
              -93.03,
              44.55
            ],
            [
              -93.03,
              44.52
            ],
            [
              -93.05,
              44.52
            ],
            [
              -93.06,
              44.51
            ],
            [
              -93.1,
              44.51
            ],
            [
              -93.12,
              44.49
            ],
            [
              -93.22,
              44.49
            ],
            [
              -93.23,
              44.47
            ],
            [
              -93.28,
              44.47
            ],
            [
              -93.29,
              44.46
            ],
            [
              -93.32,
              44.46
            ],
            [
              -93.33,
              44.45
            ],
            [
              -93.4,
              44.45
            ],
            [
              -93.4,
              44.5
            ],
            [
              -93.37,
              44.52
            ],
            [
              -93.33,
              44.52
            ],
            [
              -93.32,
              44.53
            ],
            [
              -93.22,
              44.53
            ],
            [
              -93.21,
              44.54
            ],
            [
              -93.15,
              44.55
            ],
            [
              -93.14,
              44.56
            ],
            [
              -93.13,
              44.55
            ],
            [
              -93.08,
              44.55
            ],
            [
              -93.07,
              44.57
            ]
          ]
        ]
      },
      "raw_probability": 0.1518,
      "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": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "847811f25ee0731db25f459393ce9f6971a342d2046b7994456e30ccf1505872",
        "issued_at": "2026-07-31T17:47:28Z",
        "raw_probability": 0.1518,
        "probability": 0.00197,
        "confidence_lo": 0.001942,
        "confidence_hi": 0.00197,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "69bcc3264352acd9aba08a2598ba42b320782e756ad6a1911db4d267da930380",
        "signature": {
          "alg": "ed25519",
          "sig": "e8481fa7116ff08fba00d73b0b851f22bdfffe57b063978692e7dc814a638ea05154287717926996af1408600c0ea6c0a1621dcbd7c7bfc0ccb6045abb380202"
        }
      },
      "receipt_sha256": "69bcc3264352acd9aba08a2598ba42b320782e756ad6a1911db4d267da930380"
    },
    {
      "storm_id": "226045",
      "lat": 43.7146,
      "lon": -94.6569,
      "motion_east": 7.0,
      "motion_south": -3.0,
      "valid_time": "20260731_173038 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 180.0,
      "ebshear": 13.0,
      "srh01": 65.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 65.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.1626
        },
        {
          "name": "alignment",
          "value": -2.9205
        },
        {
          "name": "tau",
          "value": 0.783
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.136
      },
      "coherence_score": 0.783004879951477,
      "coherence_diagnostics": {
        "tau": 0.783004879951477,
        "grad_tau": 0.10242900997400284,
        "torsion": 0.0,
        "alignment": -2.920466899871826,
        "S_field": 0.12109193950891495,
        "Gamma_field": 0.18456704914569855,
        "S_over_Gamma": 0.6560864448547363,
        "Da": 9.804264068603516,
        "E_coh": 0.3387082815170288,
        "singularity_count": 0.0,
        "singularity_conditions_met": 0,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -94.63,
              43.8
            ],
            [
              -94.58,
              43.76
            ],
            [
              -94.58,
              43.71
            ],
            [
              -94.6,
              43.67
            ],
            [
              -94.66,
              43.61
            ],
            [
              -94.68,
              43.6
            ],
            [
              -94.72,
              43.61
            ],
            [
              -94.74,
              43.65
            ],
            [
              -94.72,
              43.73
            ],
            [
              -94.7,
              43.77
            ],
            [
              -94.66,
              43.79
            ],
            [
              -94.64,
              43.79
            ],
            [
              -94.63,
              43.8
            ]
          ]
        ]
      },
      "raw_probability": 0.136,
      "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": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "0142acf371d863df6b8126eeae1efd00b8ac6b665e289be052108709f2238769",
        "issued_at": "2026-07-31T17:47:28Z",
        "raw_probability": 0.136,
        "probability": 0.00197,
        "confidence_lo": 0.001942,
        "confidence_hi": 0.00197,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c14a899abc82a532d897df0a454a1d7708b87969052bd6892f8ec1e5fde15b2c",
        "signature": {
          "alg": "ed25519",
          "sig": "9449756d94fe177c30aed88593c870bf98add6ea8fff16616c24924f27bd42df2f4f8e03a951398ff37cfd731520e1318958077e6e07d88d296777d8f984700d"
        }
      },
      "receipt_sha256": "c14a899abc82a532d897df0a454a1d7708b87969052bd6892f8ec1e5fde15b2c"
    },
    {
      "storm_id": "226238",
      "lat": 30.5217,
      "lon": -87.9758,
      "motion_east": 4.4,
      "motion_south": -2.0,
      "valid_time": "20260731_173038 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4670.0,
      "ebshear": 20.0,
      "srh01": 55.0,
      "maxllaz": 0.001,
      "mesh": 0.15,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 55.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.7876
        },
        {
          "name": "alignment",
          "value": 1.323
        },
        {
          "name": "tau",
          "value": 2.93
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1331
      },
      "coherence_score": 2.9299988746643066,
      "coherence_diagnostics": {
        "tau": 2.9299988746643066,
        "grad_tau": 0.42064258456230164,
        "torsion": 0.0,
        "alignment": 1.3230421543121338,
        "S_field": 0.9249630570411682,
        "Gamma_field": 0.23540039360523224,
        "S_over_Gamma": 3.9293181896209717,
        "Da": 14.779003143310547,
        "E_coh": 0.9640485644340515,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -88.01,
              30.56
            ],
            [
              -88.0,
              30.55
            ],
            [
              -87.93,
              30.55
            ],
            [
              -87.92,
              30.54
            ],
            [
              -87.93,
              30.53
            ],
            [
              -87.93,
              30.51
            ],
            [
              -87.96,
              30.48
            ],
            [
              -87.97,
              30.49
            ],
            [
              -87.99,
              30.48
            ],
            [
              -88.03,
              30.48
            ],
            [
              -88.03,
              30.53
            ],
            [
              -88.01,
              30.56
            ]
          ]
        ]
      },
      "raw_probability": 0.1331,
      "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": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "5f22f1c656c73a3e26fefe6ab966a813bf61e971194217a905f4d4d2ea3d0b03",
        "issued_at": "2026-07-31T17:47:28Z",
        "raw_probability": 0.1331,
        "probability": 0.00197,
        "confidence_lo": 0.001942,
        "confidence_hi": 0.00197,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b3d74477a01b78ee6684f02b2990964cdd36a603ee69f78310e4e109373536c0",
        "signature": {
          "alg": "ed25519",
          "sig": "ef4512176dceafa05178ff882e45d17e4b9a2d4bb4faddb664c4fc3b66f182f0a5dba20906bba4aed6c034185139e367926ea04326514e97d5442bba1302c60a"
        }
      },
      "receipt_sha256": "b3d74477a01b78ee6684f02b2990964cdd36a603ee69f78310e4e109373536c0"
    },
    {
      "storm_id": "225982",
      "lat": 30.3881,
      "lon": -88.0456,
      "motion_east": 4.4,
      "motion_south": -2.0,
      "valid_time": "20260731_173038 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4720.0,
      "ebshear": 20.0,
      "srh01": 61.0,
      "maxllaz": 0.003,
      "mesh": 0.13,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 61.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.7876
        },
        {
          "name": "alignment",
          "value": 1.323
        },
        {
          "name": "tau",
          "value": 2.93
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1308
      },
      "coherence_score": 2.9299988746643066,
      "coherence_diagnostics": {
        "tau": 2.9299988746643066,
        "grad_tau": 0.42064258456230164,
        "torsion": 0.0,
        "alignment": 1.3230421543121338,
        "S_field": 0.9249630570411682,
        "Gamma_field": 0.23540039360523224,
        "S_over_Gamma": 3.9293181896209717,
        "Da": 14.779003143310547,
        "E_coh": 0.9640485644340515,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -88.16,
              30.46
            ],
            [
              -88.15,
              30.46
            ],
            [
              -88.14,
              30.46
            ],
            [
              -88.15,
              30.46
            ],
            [
              -88.16,
              30.45
            ],
            [
              -88.15,
              30.44
            ],
            [
              -88.14,
              30.44
            ],
            [
              -88.13,
              30.44
            ],
            [
              -88.12,
              30.44
            ],
            [
              -88.11,
              30.44
            ],
            [
              -88.1,
              30.43
            ],
            [
              -88.09,
              30.43
            ],
            [
              -88.08,
              30.44
            ],
            [
              -88.08,
              30.45
            ],
            [
              -88.09,
              30.46
            ],
            [
              -88.08,
              30.46
            ],
            [
              -88.08,
              30.45
            ],
            [
              -88.08,
              30.44
            ],
            [
              -88.08,
              30.43
            ],
            [
              -88.07,
              30.42
            ],
            [
              -88.06,
              30.41
            ],
            [
              -88.05,
              30.41
            ],
            [
              -88.04,
              30.41
            ],
            [
              -88.03,
              30.41
            ],
            [
              -88.02,
              30.41
            ],
            [
              -88.01,
              30.41
            ],
            [
              -88.0,
              30.41
            ],
            [
              -87.99,
              30.41
            ],
            [
              -87.98,
              30.41
            ],
            [
              -87.97,
              30.41
            ],
            [
              -87.96,
              30.41
            ],
            [
              -87.95,
              30.41
            ],
            [
              -87.94,
              30.41
            ],
            [
              -87.93,
              30.41
            ],
            [
              -87.92,
              30.41
            ],
            [
              -87.91,
              30.4
            ],
            [
              -87.9,
              30.39
            ],
            [
              -87.9,
              30.38
            ],
            [
              -87.89,
              30.37
            ],
            [
              -87.88,
              30.37
            ],
            [
              -87.88,
              30.36
            ],
            [
              -87.88,
              30.35
            ],
            [
              -87.88,
              30.34
            ],
            [
              -87.88,
              30.33
            ],
            [
              -87.89,
              30.33
            ],
            [
              -87.9,
              30.33
            ],
            [
              -87.91,
              30.32
            ],
            [
              -87.92,
              30.32
            ],
            [
              -87.93,
              30.31
            ],
            [
              -87.94,
              30.31
            ],
            [
              -87.95,
              30.3
            ],
            [
              -87.96,
              30.31
            ],
            [
              -87.97,
              30.31
            ],
            [
              -87.98,
              30.31
            ],
            [
              -87.99,
              30.31
            ],
            [
              -88.0,
              30.32
            ],
            [
              -88.01,
              30.32
            ],
            [
              -88.02,
              30.32
            ],
            [
              -88.03,
              30.33
            ],
            [
              -88.04,
              30.33
            ],
            [
              -88.05,
              30.34
            ],
            [
              -88.06,
              30.34
            ],
            [
              -88.07,
              30.35
            ],
            [
              -88.08,
              30.35
            ],
            [
              -88.09,
              30.36
            ],
            [
              -88.1,
              30.36
            ],
            [
              -88.1,
              30.37
            ],
            [
              -88.11,
              30.38
            ],
            [
              -88.12,
              30.38
            ],
            [
              -88.13,
              30.38
            ],
            [
              -88.14,
              30.37
            ],
            [
              -88.14,
              30.36
            ],
            [
              -88.15,
              30.36
            ],
            [
              -88.16,
              30.36
            ],
            [
              -88.17,
              30.36
            ],
            [
              -88.17,
              30.37
            ],
            [
              -88.17,
              30.38
            ],
            [
              -88.17,
              30.39
            ],
            [
              -88.17,
              30.4
            ],
            [
              -88.17,
              30.41
            ],
            [
              -88.17,
              30.42
            ],
            [
              -88.17,
              30.43
            ],
            [
              -88.17,
              30.44
            ],
            [
              -88.16,
              30.45
            ],
            [
              -88.16,
              30.46
            ]
          ]
        ]
      },
      "raw_probability": 0.1308,
      "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": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "586181abdb27aeea3c64fe6df1c2a71ddabd4413fa20913a6da5ab55b5c3edfe",
        "issued_at": "2026-07-31T17:47:28Z",
        "raw_probability": 0.1308,
        "probability": 0.00197,
        "confidence_lo": 0.001942,
        "confidence_hi": 0.00197,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5ed1e84ce218c139c7f3252487adb28f5b41f1a5701ec3c3a1cdb0e3445fb3e2",
        "signature": {
          "alg": "ed25519",
          "sig": "9a3917380c97d0333b8699d294b049763ac3c623443aa32245215952c41b2ec8ad1be93a39a17c31f759f2d3f37a89474ebaa6fd4c98dc3095c6622374f91b08"
        }
      },
      "receipt_sha256": "5ed1e84ce218c139c7f3252487adb28f5b41f1a5701ec3c3a1cdb0e3445fb3e2"
    },
    {
      "storm_id": "226270",
      "lat": 30.0026,
      "lon": -83.4277,
      "motion_east": 3.4,
      "motion_south": 0.2,
      "valid_time": "20260731_173038 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3628.0,
      "ebshear": 14.0,
      "srh01": 35.0,
      "maxllaz": 0.001,
      "mesh": 0.15,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 35.0
        },
        {
          "name": "hrrr_pwat",
          "value": 58.6626
        },
        {
          "name": "alignment",
          "value": -3.2501
        },
        {
          "name": "tau",
          "value": 3.3797
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1276
      },
      "coherence_score": 3.37972354888916,
      "coherence_diagnostics": {
        "tau": 3.37972354888916,
        "grad_tau": 0.28667446970939636,
        "torsion": 0.0,
        "alignment": -3.2501168251037598,
        "S_field": 0.8061645030975342,
        "Gamma_field": 0.23623372614383698,
        "S_over_Gamma": 3.412571668624878,
        "Da": 15.336563110351562,
        "E_coh": 0.8916558623313904,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.46,
              30.05
            ],
            [
              -83.45,
              30.04
            ],
            [
              -83.44,
              30.04
            ],
            [
              -83.43,
              30.03
            ],
            [
              -83.42,
              30.04
            ],
            [
              -83.41,
              30.04
            ],
            [
              -83.4,
              30.03
            ],
            [
              -83.4,
              30.02
            ],
            [
              -83.41,
              30.01
            ],
            [
              -83.42,
              30.0
            ],
            [
              -83.41,
              29.99
            ],
            [
              -83.4,
              29.99
            ],
            [
              -83.4,
              29.98
            ],
            [
              -83.4,
              29.97
            ],
            [
              -83.4,
              29.96
            ],
            [
              -83.41,
              29.96
            ],
            [
              -83.42,
              29.96
            ],
            [
              -83.43,
              29.96
            ],
            [
              -83.44,
              29.96
            ],
            [
              -83.45,
              29.96
            ],
            [
              -83.45,
              29.97
            ],
            [
              -83.44,
              29.98
            ],
            [
              -83.44,
              29.99
            ],
            [
              -83.43,
              29.99
            ],
            [
              -83.42,
              30.0
            ],
            [
              -83.43,
              30.01
            ],
            [
              -83.44,
              30.01
            ],
            [
              -83.44,
              30.02
            ],
            [
              -83.45,
              30.03
            ],
            [
              -83.46,
              30.04
            ],
            [
              -83.46,
              30.05
            ]
          ]
        ]
      },
      "raw_probability": 0.1276,
      "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": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "a47d8ee842948e0bc8a0bd91985d35c9b8e8f6005684d1ce74975b735f8ee750",
        "issued_at": "2026-07-31T17:47:28Z",
        "raw_probability": 0.1276,
        "probability": 0.00197,
        "confidence_lo": 0.001942,
        "confidence_hi": 0.00197,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "69649551223fab72f7f1b8cb1266f8590f6e5acbc8b58003e9d883bc503b94b2",
        "signature": {
          "alg": "ed25519",
          "sig": "8b06e35f8bee4946eee8c85b21fc7958e6f00a7c0a19e88eb5ebf2a36c2fb3d3821961b67aa1c150b95db9d77a00b8c1a5c8bfbb7feefa1c338f3c2cbf21f10f"
        }
      },
      "receipt_sha256": "69649551223fab72f7f1b8cb1266f8590f6e5acbc8b58003e9d883bc503b94b2"
    },
    {
      "storm_id": "225929",
      "lat": 29.9717,
      "lon": -82.1052,
      "motion_east": 8.6,
      "motion_south": 0.0,
      "valid_time": "20260731_173038 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2412.0,
      "ebshear": 17.0,
      "srh01": 11.0,
      "maxllaz": 0.007,
      "mesh": 0.9,
      "flash_rate": 29.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 11.0
        },
        {
          "name": "hrrr_pwat",
          "value": 55.6626
        },
        {
          "name": "alignment",
          "value": -2.8143
        },
        {
          "name": "tau",
          "value": 3.4325
        },
        {
          "name": "maxllaz",
          "value": 0.007
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1258
      },
      "coherence_score": 3.4325051307678223,
      "coherence_diagnostics": {
        "tau": 3.4325051307678223,
        "grad_tau": 0.28719040751457214,
        "torsion": 0.0,
        "alignment": -2.8142614364624023,
        "S_field": 1.1691488027572632,
        "Gamma_field": 0.18956705927848816,
        "S_over_Gamma": 6.167468070983887,
        "Da": 12.263304710388184,
        "E_coh": 0.9339012503623962,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -82.14,
              30.05
            ],
            [
              -82.12,
              30.04
            ],
            [
              -82.08,
              30.04
            ],
            [
              -82.05,
              30.02
            ],
            [
              -82.01,
              30.02
            ],
            [
              -82.0,
              30.01
            ],
            [
              -81.99,
              30.02
            ],
            [
              -81.98,
              30.01
            ],
            [
              -81.98,
              29.94
            ],
            [
              -82.03,
              29.9
            ],
            [
              -82.06,
              29.9
            ],
            [
              -82.09,
              29.88
            ],
            [
              -82.11,
              29.89
            ],
            [
              -82.14,
              29.89
            ],
            [
              -82.16,
              29.91
            ],
            [
              -82.19,
              29.91
            ],
            [
              -82.21,
              29.92
            ],
            [
              -82.22,
              29.94
            ],
            [
              -82.22,
              29.98
            ],
            [
              -82.18,
              29.99
            ],
            [
              -82.16,
              30.01
            ],
            [
              -82.16,
              30.03
            ],
            [
              -82.14,
              30.05
            ]
          ]
        ]
      },
      "raw_probability": 0.1258,
      "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": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "671c29132d4f735c8c164805e1c5edfb5d015ea0d07b6005cdc218c22d0f7bb5",
        "issued_at": "2026-07-31T17:47:28Z",
        "raw_probability": 0.1258,
        "probability": 0.00197,
        "confidence_lo": 0.001942,
        "confidence_hi": 0.00197,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f57badd75245984de37d5482a638988cf033083dd132a6da4c424eba2d316db0",
        "signature": {
          "alg": "ed25519",
          "sig": "30a70944a4dd5afea6acb811b454399ba339780b1a98ab36d9e58836bed46f59115ecf7a99459828f3176c123ea7f3965315145cd508b3e88222e7ba93c4bc02"
        }
      },
      "receipt_sha256": "f57badd75245984de37d5482a638988cf033083dd132a6da4c424eba2d316db0"
    },
    {
      "storm_id": "226280",
      "lat": 43.4845,
      "lon": -90.8764,
      "motion_east": 3.4,
      "motion_south": 0.2,
      "valid_time": "20260731_173038 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 92.0,
      "ebshear": 18.0,
      "srh01": 138.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 138.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.0376
        },
        {
          "name": "alignment",
          "value": 1.8533
        },
        {
          "name": "tau",
          "value": 1.0292
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1233
      },
      "coherence_score": 1.0292152166366577,
      "coherence_diagnostics": {
        "tau": 1.0292152166366577,
        "grad_tau": 0.18144568800926208,
        "torsion": 0.0,
        "alignment": 1.8532884120941162,
        "S_field": 0.20276623964309692,
        "Gamma_field": 0.19373372197151184,
        "S_over_Gamma": 1.0466233491897583,
        "Da": 12.180139541625977,
        "E_coh": 0.045281246304512024,
        "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": [
          [
            [
              -90.9,
              43.51
            ],
            [
              -90.86,
              43.51
            ],
            [
              -90.85,
              43.5
            ],
            [
              -90.84,
              43.51
            ],
            [
              -90.84,
              43.46
            ],
            [
              -90.85,
              43.47
            ],
            [
              -90.88,
              43.45
            ],
            [
              -90.9,
              43.45
            ],
            [
              -90.91,
              43.46
            ],
            [
              -90.91,
              43.5
            ],
            [
              -90.9,
              43.51
            ]
          ]
        ]
      },
      "raw_probability": 0.1233,
      "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": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "d90904d06e3732e2beb55596f9e61a19b39f67a3b7e19527dc36b5222ee1afe1",
        "issued_at": "2026-07-31T17:47:28Z",
        "raw_probability": 0.1233,
        "probability": 0.00197,
        "confidence_lo": 0.001942,
        "confidence_hi": 0.00197,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d807d32db2e6cfff52fdbfe8c4d49fb8637a029221dd8902565299fba994cffb",
        "signature": {
          "alg": "ed25519",
          "sig": "7f1f6a7f292444203f4a04a46e43d049628ee5a1d71d8f29a3026d0d71f72d20b40260cb483d532d25c31f4100463b8f35d534b58e8cec617b7b907eccca960d"
        }
      },
      "receipt_sha256": "d807d32db2e6cfff52fdbfe8c4d49fb8637a029221dd8902565299fba994cffb"
    },
    {
      "storm_id": "226239",
      "lat": 30.116,
      "lon": -82.449,
      "motion_east": 7.8,
      "motion_south": 0.0,
      "valid_time": "20260731_173038 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2763.0,
      "ebshear": 18.0,
      "srh01": 26.0,
      "maxllaz": 0.004,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 26.0
        },
        {
          "name": "hrrr_pwat",
          "value": 58.9126
        },
        {
          "name": "alignment",
          "value": -0.9575
        },
        {
          "name": "tau",
          "value": 3.5233
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1058
      },
      "coherence_score": 3.5233187675476074,
      "coherence_diagnostics": {
        "tau": 3.5233187675476074,
        "grad_tau": 0.10909511148929596,
        "torsion": 0.0,
        "alignment": -0.9575051069259644,
        "S_field": 1.1292097568511963,
        "Gamma_field": 0.23290039598941803,
        "S_over_Gamma": 4.848466396331787,
        "Da": 15.032121658325195,
        "E_coh": 0.9623739719390869,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -82.43,
              30.15
            ],
            [
              -82.42,
              30.15
            ],
            [
              -82.42,
              30.09
            ],
            [
              -82.43,
              30.08
            ],
            [
              -82.44,
              30.08
            ],
            [
              -82.47,
              30.11
            ],
            [
              -82.49,
              30.1
            ],
            [
              -82.49,
              30.13
            ],
            [
              -82.47,
              30.12
            ],
            [
              -82.43,
              30.15
            ]
          ]
        ]
      },
      "raw_probability": 0.1058,
      "confidence_lo": 0.0013,
      "confidence_hi": 0.0014,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "7f75ab1317bb0190d33b6607d5659e6214a67b6508ec7d0f09fcf5ddad119f8f",
        "issued_at": "2026-07-31T17:47:28Z",
        "raw_probability": 0.1058,
        "probability": 0.001394,
        "confidence_lo": 0.001292,
        "confidence_hi": 0.001394,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4df26ed6bb0ec1473be809c5d22a58f5635a76210e9aa80b0f78551ca64519d7",
        "signature": {
          "alg": "ed25519",
          "sig": "6f7746dd39c69125b594fe5efadc3185026dc349ba14630866c8de9359757e420e6c4e9d8f47c26c739cdb172f50206fca148987c5ba932602a6afaff90c8b06"
        }
      },
      "receipt_sha256": "4df26ed6bb0ec1473be809c5d22a58f5635a76210e9aa80b0f78551ca64519d7"
    },
    {
      "storm_id": "226098",
      "lat": 47.1022,
      "lon": -83.8943,
      "motion_east": 3.4,
      "motion_south": 0.2,
      "valid_time": "20260731_173038 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1534.0,
      "ebshear": 11.0,
      "srh01": 30.0,
      "maxllaz": 0.003,
      "mesh": 0.45,
      "flash_rate": 5.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 30.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.0376
        },
        {
          "name": "alignment",
          "value": 6.3041
        },
        {
          "name": "tau",
          "value": 0.4597
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1028
      },
      "coherence_score": 0.4596901834011078,
      "coherence_diagnostics": {
        "tau": 0.4596901834011078,
        "grad_tau": 0.15050046145915985,
        "torsion": 0.0,
        "alignment": 6.304106712341309,
        "S_field": 0.19678711891174316,
        "Gamma_field": 0.21623371541500092,
        "S_over_Gamma": 0.9100667834281921,
        "Da": 12.559959411621094,
        "E_coh": 0.485221803188324,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.93,
              47.24
            ],
            [
              -83.91,
              47.24
            ],
            [
              -83.89,
              47.22
            ],
            [
              -83.88,
              47.22
            ],
            [
              -83.88,
              47.17
            ],
            [
              -83.9,
              47.13
            ],
            [
              -83.9,
              47.08
            ],
            [
              -83.86,
              47.05
            ],
            [
              -83.84,
              47.06
            ],
            [
              -83.82,
              47.05
            ],
            [
              -83.82,
              47.0
            ],
            [
              -83.83,
              46.99
            ],
            [
              -83.85,
              46.99
            ],
            [
              -83.86,
              47.0
            ],
            [
              -83.86,
              47.02
            ],
            [
              -83.88,
              47.05
            ],
            [
              -83.9,
              47.06
            ],
            [
              -83.95,
              47.06
            ],
            [
              -83.96,
              47.07
            ],
            [
              -83.96,
              47.09
            ],
            [
              -83.98,
              47.12
            ],
            [
              -83.98,
              47.2
            ],
            [
              -83.93,
              47.24
            ]
          ]
        ]
      },
      "raw_probability": 0.1028,
      "confidence_lo": 0.0013,
      "confidence_hi": 0.0014,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "d38ece07e48b338b094ddfdcb5d98d307286951a02069ccca0a3c2aa186f24a4",
        "issued_at": "2026-07-31T17:47:28Z",
        "raw_probability": 0.1028,
        "probability": 0.001394,
        "confidence_lo": 0.001292,
        "confidence_hi": 0.001394,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "592a4d0d65be897a030a59ac4fe5d2b7e74207e9a9e01b2f1aef89725e0bcc6c",
        "signature": {
          "alg": "ed25519",
          "sig": "3ca4831e7f3f0231edc9b99d7d0ae33ed236564e7d370ffbeba7d4d98cbf24dfdf93e53facd66ba46b474ca14ff2c33605151b12a43b2b946597bcd01b450f0f"
        }
      },
      "receipt_sha256": "592a4d0d65be897a030a59ac4fe5d2b7e74207e9a9e01b2f1aef89725e0bcc6c"
    },
    {
      "storm_id": "226111",
      "lat": 29.79,
      "lon": -81.4389,
      "motion_east": 6.9,
      "motion_south": -4.0,
      "valid_time": "20260731_173038 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4101.0,
      "ebshear": 16.0,
      "srh01": 0.0,
      "maxllaz": 0.006,
      "mesh": 0.25,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 55.9126
        },
        {
          "name": "alignment",
          "value": -4.4046
        },
        {
          "name": "tau",
          "value": 3.3537
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0988
      },
      "coherence_score": 3.3537330627441406,
      "coherence_diagnostics": {
        "tau": 3.3537330627441406,
        "grad_tau": 0.32678911089897156,
        "torsion": 0.0,
        "alignment": -4.404595375061035,
        "S_field": 1.0591574907302856,
        "Gamma_field": 0.21456706523895264,
        "S_over_Gamma": 4.936254024505615,
        "Da": 14.332026481628418,
        "E_coh": 0.8906452655792236,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.46,
              29.82
            ],
            [
              -81.42,
              29.82
            ],
            [
              -81.4,
              29.8
            ],
            [
              -81.4,
              29.77
            ],
            [
              -81.42,
              29.75
            ],
            [
              -81.45,
              29.75
            ],
            [
              -81.47,
              29.77
            ],
            [
              -81.47,
              29.81
            ],
            [
              -81.46,
              29.82
            ]
          ]
        ]
      },
      "raw_probability": 0.0988,
      "confidence_lo": 0.0013,
      "confidence_hi": 0.0014,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "f781bdd4e8fdf143d23d6596163a08ce86fabfdacc492708810fa8ca6ba72a34",
        "issued_at": "2026-07-31T17:47:28Z",
        "raw_probability": 0.0988,
        "probability": 0.001394,
        "confidence_lo": 0.001292,
        "confidence_hi": 0.001394,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "25fddf7e442f48e18f530cb88ddbf69255d8c4813e1dae914f38f74f5a63044c",
        "signature": {
          "alg": "ed25519",
          "sig": "ca85d63abcac81beea644a22f571369d481d000cfe857d7e864f830e1d77a6b085aeb73fe41ceaef6c1e4f3e870a3354e478809370bf9a87a7c8d1b60f758d04"
        }
      },
      "receipt_sha256": "25fddf7e442f48e18f530cb88ddbf69255d8c4813e1dae914f38f74f5a63044c"
    },
    {
      "storm_id": "225870",
      "lat": 49.9563,
      "lon": -104.4675,
      "motion_east": 3.4,
      "motion_south": 0.2,
      "valid_time": "20260731_173038 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 500.0,
      "ebshear": 39.0,
      "srh01": 118.0,
      "maxllaz": 0.003,
      "mesh": 0.28,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 118.0
        },
        {
          "name": "hrrr_pwat",
          "value": 15.9126
        },
        {
          "name": "alignment",
          "value": 2.5629
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0962
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.12058103084564209,
        "torsion": 0.0,
        "alignment": 2.5629472732543945,
        "S_field": 0.1050977036356926,
        "Gamma_field": 0.27956709265708923,
        "S_over_Gamma": 0.37593016028404236,
        "Da": 16.203731536865234,
        "E_coh": 0.31941214203834534,
        "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": [
          [
            [
              -104.54,
              50.03
            ],
            [
              -104.52,
              50.02
            ],
            [
              -104.5,
              50.03
            ],
            [
              -104.45,
              50.03
            ],
            [
              -104.44,
              50.02
            ],
            [
              -104.42,
              50.02
            ],
            [
              -104.39,
              49.99
            ],
            [
              -104.36,
              49.98
            ],
            [
              -104.34,
              49.96
            ],
            [
              -104.34,
              49.91
            ],
            [
              -104.37,
              49.89
            ],
            [
              -104.4,
              49.89
            ],
            [
              -104.41,
              49.88
            ],
            [
              -104.46,
              49.88
            ],
            [
              -104.47,
              49.89
            ],
            [
              -104.49,
              49.88
            ],
            [
              -104.5,
              49.89
            ],
            [
              -104.52,
              49.89
            ],
            [
              -104.54,
              49.92
            ],
            [
              -104.54,
              49.94
            ],
            [
              -104.57,
              49.97
            ],
            [
              -104.57,
              49.99
            ],
            [
              -104.54,
              50.02
            ],
            [
              -104.54,
              50.03
            ]
          ]
        ]
      },
      "raw_probability": 0.0962,
      "confidence_lo": 0.0013,
      "confidence_hi": 0.0014,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "7a024a7832e4f1364237cb0fc2a137b00e3b345ab943f941af11f66d9b1bdf9a",
        "issued_at": "2026-07-31T17:47:28Z",
        "raw_probability": 0.0962,
        "probability": 0.001351,
        "confidence_lo": 0.001292,
        "confidence_hi": 0.001351,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d71747425fa9f3ed68c38be6f0ca2d87c4c89f80307e18b2fc41952758a5eb60",
        "signature": {
          "alg": "ed25519",
          "sig": "e072e476215bc89ac1ca89cd67a7a4cf317a86f841e1b092f339728a28691c916977865bf2f00fa6626bc4cc2c3c4e287271e29691e31fc81c5e7c7ec2789d0a"
        }
      },
      "receipt_sha256": "d71747425fa9f3ed68c38be6f0ca2d87c4c89f80307e18b2fc41952758a5eb60"
    },
    {
      "storm_id": "225552",
      "lat": 29.5777,
      "lon": -81.3869,
      "motion_east": 7.0,
      "motion_south": -4.0,
      "valid_time": "20260731_173038 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3870.0,
      "ebshear": 15.0,
      "srh01": 1.0,
      "maxllaz": 0.003,
      "mesh": 0.76,
      "flash_rate": 23.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 1.0
        },
        {
          "name": "hrrr_pwat",
          "value": 55.9126
        },
        {
          "name": "alignment",
          "value": -4.4046
        },
        {
          "name": "tau",
          "value": 3.3537
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0953
      },
      "coherence_score": 3.3537330627441406,
      "coherence_diagnostics": {
        "tau": 3.3537330627441406,
        "grad_tau": 0.32678911089897156,
        "torsion": 0.0,
        "alignment": -4.404595375061035,
        "S_field": 1.0591574907302856,
        "Gamma_field": 0.21456706523895264,
        "S_over_Gamma": 4.936254024505615,
        "Da": 14.332026481628418,
        "E_coh": 0.8906452655792236,
        "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": [
          [
            [
              -81.39,
              29.71
            ],
            [
              -81.33,
              29.71
            ],
            [
              -81.33,
              29.54
            ],
            [
              -81.34,
              29.53
            ],
            [
              -81.34,
              29.51
            ],
            [
              -81.36,
              29.47
            ],
            [
              -81.38,
              29.46
            ],
            [
              -81.42,
              29.47
            ],
            [
              -81.42,
              29.49
            ],
            [
              -81.47,
              29.59
            ],
            [
              -81.46,
              29.63
            ],
            [
              -81.4,
              29.69
            ],
            [
              -81.39,
              29.71
            ]
          ]
        ]
      },
      "raw_probability": 0.0953,
      "confidence_lo": 0.0013,
      "confidence_hi": 0.0014,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "555b6dedfb5aab099094315864b229e1d627494475ecbe519daa3bcfbcba77ee",
        "issued_at": "2026-07-31T17:47:28Z",
        "raw_probability": 0.0953,
        "probability": 0.001351,
        "confidence_lo": 0.001292,
        "confidence_hi": 0.001351,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2af357339c9b1f362bbb821c65c35457beff8bdfd5ee684e3766581364649133",
        "signature": {
          "alg": "ed25519",
          "sig": "b2dd491fff959697c34377a077c946c6a719dc595ea94f25c4dd0152efa4fda47e5b58e25098249d028021ab9a0daf8650c05ec4d6e157fe5a732db58863b405"
        }
      },
      "receipt_sha256": "2af357339c9b1f362bbb821c65c35457beff8bdfd5ee684e3766581364649133"
    },
    {
      "storm_id": "226186",
      "lat": 48.3944,
      "lon": -105.2267,
      "motion_east": 3.7,
      "motion_south": 0.0,
      "valid_time": "20260731_173038 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 661.0,
      "ebshear": 30.0,
      "srh01": 132.0,
      "maxllaz": 0.001,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 132.0
        },
        {
          "name": "hrrr_pwat",
          "value": 20.7876
        },
        {
          "name": "alignment",
          "value": 5.9018
        },
        {
          "name": "tau",
          "value": 0.1206
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0939
      },
      "coherence_score": 0.12058103084564209,
      "coherence_diagnostics": {
        "tau": 0.12058103084564209,
        "grad_tau": 0.09370788931846619,
        "torsion": 0.0,
        "alignment": 5.901776313781738,
        "S_field": 0.0799916461110115,
        "Gamma_field": 0.26373374462127686,
        "S_over_Gamma": 0.3033045530319214,
        "Da": 15.906037330627441,
        "E_coh": 0.28815194964408875,
        "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": [
          [
            [
              -105.28,
              48.43
            ],
            [
              -105.15,
              48.43
            ],
            [
              -105.12,
              48.41
            ],
            [
              -105.17,
              48.34
            ],
            [
              -105.23,
              48.34
            ],
            [
              -105.26,
              48.36
            ],
            [
              -105.27,
              48.4
            ],
            [
              -105.28,
              48.41
            ],
            [
              -105.28,
              48.43
            ]
          ]
        ]
      },
      "raw_probability": 0.0939,
      "confidence_lo": 0.0013,
      "confidence_hi": 0.0014,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "36771e79bbb7ebb051b0f229ff1d76be57da45df4e1282c02ddc499ced3dfc43",
        "issued_at": "2026-07-31T17:47:28Z",
        "raw_probability": 0.0939,
        "probability": 0.001351,
        "confidence_lo": 0.001292,
        "confidence_hi": 0.001351,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d6fd4be208546678bc2dc5955fa7e6d317c98b3aafc8885e78321ed10c05e4ae",
        "signature": {
          "alg": "ed25519",
          "sig": "8e5ed190b1886a19894ea7efe20975c072d5c7537dabc6c810bea0492717f5f7daeda778d1e04edbe6a817c568147b477629941bf9bde2fcaba947cd723d8902"
        }
      },
      "receipt_sha256": "d6fd4be208546678bc2dc5955fa7e6d317c98b3aafc8885e78321ed10c05e4ae"
    },
    {
      "storm_id": "225953",
      "lat": 29.2377,
      "lon": -81.0982,
      "motion_east": 7.8,
      "motion_south": 0.0,
      "valid_time": "20260731_173038 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3696.0,
      "ebshear": 15.0,
      "srh01": 7.0,
      "maxllaz": 0.004,
      "mesh": 0.24,
      "flash_rate": 9.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 7.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.6626
        },
        {
          "name": "alignment",
          "value": -2.5474
        },
        {
          "name": "tau",
          "value": 2.8621
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0877
      },
      "coherence_score": 2.8620712757110596,
      "coherence_diagnostics": {
        "tau": 2.8620712757110596,
        "grad_tau": 0.35106733441352844,
        "torsion": 0.0,
        "alignment": -2.5474119186401367,
        "S_field": 0.38812050223350525,
        "Gamma_field": 0.32623374462127686,
        "S_over_Gamma": 1.1897006034851074,
        "Da": 21.345117568969727,
        "E_coh": 0.853150486946106,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.12,
              29.36
            ],
            [
              -81.06,
              29.36
            ],
            [
              -81.04,
              29.34
            ],
            [
              -81.04,
              29.31
            ],
            [
              -81.03,
              29.29
            ],
            [
              -81.09,
              29.24
            ],
            [
              -81.08,
              29.2
            ],
            [
              -81.03,
              29.15
            ],
            [
              -81.03,
              29.1
            ],
            [
              -81.05,
              29.08
            ],
            [
              -81.11,
              29.08
            ],
            [
              -81.14,
              29.11
            ],
            [
              -81.14,
              29.16
            ],
            [
              -81.12,
              29.19
            ],
            [
              -81.12,
              29.21
            ],
            [
              -81.13,
              29.22
            ],
            [
              -81.13,
              29.24
            ],
            [
              -81.15,
              29.26
            ],
            [
              -81.15,
              29.31
            ],
            [
              -81.14,
              29.32
            ],
            [
              -81.14,
              29.34
            ],
            [
              -81.12,
              29.36
            ]
          ]
        ]
      },
      "raw_probability": 0.0877,
      "confidence_lo": 0.0013,
      "confidence_hi": 0.0014,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "08eb283d3139259edf6c8869c774006b7cb80d5df45e928f69379a3fbeef751d",
        "issued_at": "2026-07-31T17:47:28Z",
        "raw_probability": 0.0877,
        "probability": 0.001351,
        "confidence_lo": 0.001292,
        "confidence_hi": 0.001351,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e38276cf3e43d9558ca23cbb636b2ce10c2f83d2fbf82a5657be895586954a6a",
        "signature": {
          "alg": "ed25519",
          "sig": "e337045010a7ee08f73b1a1efd7e61b9ac4ee0b67d8faa577a88ff254c82ef16d1b5316ae37327469da146cd8afec331192acc5b9134145de4a4db2d1fdb1d00"
        }
      },
      "receipt_sha256": "e38276cf3e43d9558ca23cbb636b2ce10c2f83d2fbf82a5657be895586954a6a"
    },
    {
      "storm_id": "226184",
      "lat": 29.5933,
      "lon": -81.0206,
      "motion_east": 7.1,
      "motion_south": -2.0,
      "valid_time": "20260731_173038 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4087.0,
      "ebshear": 11.0,
      "srh01": 16.0,
      "maxllaz": 0.003,
      "mesh": 0.33,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 16.0
        },
        {
          "name": "hrrr_pwat",
          "value": 55.9126
        },
        {
          "name": "alignment",
          "value": -4.4046
        },
        {
          "name": "tau",
          "value": 3.3537
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0863
      },
      "coherence_score": 3.3537330627441406,
      "coherence_diagnostics": {
        "tau": 3.3537330627441406,
        "grad_tau": 0.32678911089897156,
        "torsion": 0.0,
        "alignment": -4.404595375061035,
        "S_field": 1.0591574907302856,
        "Gamma_field": 0.21456706523895264,
        "S_over_Gamma": 4.936254024505615,
        "Da": 14.332026481628418,
        "E_coh": 0.8906452655792236,
        "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": [
          [
            [
              -80.99,
              29.65
            ],
            [
              -80.98,
              29.63
            ],
            [
              -80.99,
              29.62
            ],
            [
              -80.98,
              29.61
            ],
            [
              -80.99,
              29.6
            ],
            [
              -80.99,
              29.56
            ],
            [
              -81.01,
              29.54
            ],
            [
              -81.01,
              29.53
            ],
            [
              -81.03,
              29.52
            ],
            [
              -81.07,
              29.52
            ],
            [
              -81.08,
              29.56
            ],
            [
              -81.09,
              29.57
            ],
            [
              -81.08,
              29.62
            ],
            [
              -81.04,
              29.63
            ],
            [
              -81.03,
              29.61
            ],
            [
              -81.02,
              29.63
            ],
            [
              -81.0,
              29.63
            ],
            [
              -80.99,
              29.65
            ]
          ]
        ]
      },
      "raw_probability": 0.0863,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0014,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "b7dee61051bcf529fd5c5823bc2d707a0edead7671e4dbb813868fc30d28e162",
        "issued_at": "2026-07-31T17:47:28Z",
        "raw_probability": 0.0863,
        "probability": 0.00135,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.001351,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4972d037a8ed0bf6b604cd10aede739a84bb1b50c14c79ae405e29bf9cd7bfaa",
        "signature": {
          "alg": "ed25519",
          "sig": "7ba438d8d5f8e5c097473828d52879bc25c101e7ac2d44813a0c59576b5d0348660d5b75ce3f5d633ffc1ef00e72831adf8febde84d85f814d28c0e86dc0c70c"
        }
      },
      "receipt_sha256": "4972d037a8ed0bf6b604cd10aede739a84bb1b50c14c79ae405e29bf9cd7bfaa"
    },
    {
      "storm_id": "226174",
      "lat": 29.7975,
      "lon": -87.6737,
      "motion_east": 3.4,
      "motion_south": 0.2,
      "valid_time": "20260731_173038 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4139.0,
      "ebshear": 19.0,
      "srh01": 34.0,
      "maxllaz": 0.001,
      "mesh": 0.13,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 34.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.0376
        },
        {
          "name": "alignment",
          "value": -0.3711
        },
        {
          "name": "tau",
          "value": 2.8886
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0861
      },
      "coherence_score": 2.8885550498962402,
      "coherence_diagnostics": {
        "tau": 2.8885550498962402,
        "grad_tau": 0.16273820400238037,
        "torsion": 0.0,
        "alignment": -0.37105774879455566,
        "S_field": 0.6580444574356079,
        "Gamma_field": 0.22873373329639435,
        "S_over_Gamma": 2.876901626586914,
        "Da": 14.164401054382324,
        "E_coh": 0.9599101543426514,
        "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": [
          [
            [
              -87.73,
              29.86
            ],
            [
              -87.61,
              29.85
            ],
            [
              -87.61,
              29.83
            ],
            [
              -87.6,
              29.82
            ],
            [
              -87.6,
              29.77
            ],
            [
              -87.61,
              29.75
            ],
            [
              -87.6,
              29.73
            ],
            [
              -87.64,
              29.74
            ],
            [
              -87.65,
              29.75
            ],
            [
              -87.69,
              29.75
            ],
            [
              -87.73,
              29.77
            ],
            [
              -87.74,
              29.78
            ],
            [
              -87.74,
              29.82
            ],
            [
              -87.75,
              29.83
            ],
            [
              -87.75,
              29.85
            ],
            [
              -87.73,
              29.86
            ]
          ]
        ]
      },
      "raw_probability": 0.0861,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0014,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "0b4fac672ad5b02b499c6a378c0138d0912227ba91f2dc8e8b695e0e8c1e6177",
        "issued_at": "2026-07-31T17:47:28Z",
        "raw_probability": 0.0861,
        "probability": 0.00135,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.001351,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0cfd2a0afab35f49ff503a25a2281ab30e8c3d37b7561a0749231909b42abbf3",
        "signature": {
          "alg": "ed25519",
          "sig": "abd7ae685d53ef9725205b60eaf85679c0ca1f5fcde0542b65a995dcd23f5663df9053772615a79562b3222cb8f8a275b311111355a167fcd32d47e688975305"
        }
      },
      "receipt_sha256": "0cfd2a0afab35f49ff503a25a2281ab30e8c3d37b7561a0749231909b42abbf3"
    },
    {
      "storm_id": "226036",
      "lat": 40.363,
      "lon": -88.45,
      "motion_east": 3.4,
      "motion_south": 0.2,
      "valid_time": "20260731_173038 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 83.0,
      "ebshear": 14.0,
      "srh01": 30.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 30.0
        },
        {
          "name": "hrrr_pwat",
          "value": 55.5376
        },
        {
          "name": "alignment",
          "value": -6.1698
        },
        {
          "name": "tau",
          "value": 1.3802
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0844
      },
      "coherence_score": 1.380199670791626,
      "coherence_diagnostics": {
        "tau": 1.380199670791626,
        "grad_tau": 0.03190247714519501,
        "torsion": 0.0,
        "alignment": -6.169763565063477,
        "S_field": 0.25768494606018066,
        "Gamma_field": 0.1537337303161621,
        "S_over_Gamma": 1.6761770248413086,
        "Da": 9.518864631652832,
        "E_coh": 0.251858651638031,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -88.46,
              40.4
            ],
            [
              -88.42,
              40.4
            ],
            [
              -88.4,
              40.37
            ],
            [
              -88.4,
              40.35
            ],
            [
              -88.43,
              40.31
            ],
            [
              -88.47,
              40.31
            ],
            [
              -88.49,
              40.33
            ],
            [
              -88.49,
              40.37
            ],
            [
              -88.48,
              40.39
            ],
            [
              -88.46,
              40.4
            ]
          ]
        ]
      },
      "raw_probability": 0.0844,
      "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": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "cefe349443a43ea822b4e8e519fe33835bb90c0379c3d95fbec731181190a046",
        "issued_at": "2026-07-31T17:47:28Z",
        "raw_probability": 0.0844,
        "probability": 0.001097,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.001098,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "fe89c6eebc872a395b133770cbe5710e4d36fcb2aff8f0f49a2b78ac081089b7",
        "signature": {
          "alg": "ed25519",
          "sig": "9d4ed39a00ba05aef66f870d9f0e4dd2ef831ad3123c202d5e926dc70c8fec2463e60ad51e9f88285140b941907bf1de5f82ef3d3de4106562ff0e91b8793f0d"
        }
      },
      "receipt_sha256": "fe89c6eebc872a395b133770cbe5710e4d36fcb2aff8f0f49a2b78ac081089b7"
    },
    {
      "storm_id": "226263",
      "lat": 26.6112,
      "lon": -76.8888,
      "motion_east": 1.5,
      "motion_south": 4.8,
      "valid_time": "20260731_173038 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3462.0,
      "ebshear": 29.0,
      "srh01": 51.0,
      "maxllaz": 0.0,
      "mesh": 0.51,
      "flash_rate": 14.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 51.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.4126
        },
        {
          "name": "alignment",
          "value": 1.8431
        },
        {
          "name": "tau",
          "value": 2.0604
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0841
      },
      "coherence_score": 2.060401439666748,
      "coherence_diagnostics": {
        "tau": 2.060401439666748,
        "grad_tau": 0.9142775535583496,
        "torsion": 0.0,
        "alignment": 1.8430736064910889,
        "S_field": 0.30813926458358765,
        "Gamma_field": 0.6220670342445374,
        "S_over_Gamma": 0.49534735083580017,
        "Da": 38.51104736328125,
        "E_coh": 0.8589484691619873,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -76.89,
              26.68
            ],
            [
              -76.8,
              26.68
            ],
            [
              -76.76,
              26.65
            ],
            [
              -76.76,
              26.62
            ],
            [
              -76.78,
              26.6
            ],
            [
              -76.85,
              26.6
            ],
            [
              -76.88,
              26.57
            ],
            [
              -76.89,
              26.51
            ],
            [
              -76.94,
              26.48
            ],
            [
              -76.97,
              26.51
            ],
            [
              -76.98,
              26.59
            ],
            [
              -76.97,
              26.6
            ],
            [
              -76.97,
              26.63
            ],
            [
              -76.96,
              26.65
            ],
            [
              -76.92,
              26.67
            ],
            [
              -76.9,
              26.67
            ],
            [
              -76.89,
              26.68
            ]
          ]
        ]
      },
      "raw_probability": 0.0841,
      "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": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "2521a18e7e1394873215b3d4af3dde7fa49d9cd0910b20c33f2546edac0a48ed",
        "issued_at": "2026-07-31T17:47:28Z",
        "raw_probability": 0.0841,
        "probability": 0.001097,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.001098,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "dc77013acd42a79f01acf62606bb860fa087817e14682ddb4af3530a598c9925",
        "signature": {
          "alg": "ed25519",
          "sig": "7ecd1ecd58a8db5e4aac4969f0723c05b67bfef0a0644976ba4f35ea6d8db947ab30d5688b68e9140765824dd4bdb4130e59e08796170a59516bec7b77b97e04"
        }
      },
      "receipt_sha256": "dc77013acd42a79f01acf62606bb860fa087817e14682ddb4af3530a598c9925"
    },
    {
      "storm_id": "226216",
      "lat": 43.889,
      "lon": -94.271,
      "motion_east": 3.5,
      "motion_south": 0.1,
      "valid_time": "20260731_173038 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 147.0,
      "ebshear": 10.0,
      "srh01": 108.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 108.0
        },
        {
          "name": "hrrr_pwat",
          "value": 28.6626
        },
        {
          "name": "alignment",
          "value": 1.4656
        },
        {
          "name": "tau",
          "value": 0.7558
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0837
      },
      "coherence_score": 0.7558318972587585,
      "coherence_diagnostics": {
        "tau": 0.7558318972587585,
        "grad_tau": 0.10843952000141144,
        "torsion": 0.0,
        "alignment": 1.4656195640563965,
        "S_field": 0.2702619135379791,
        "Gamma_field": 0.2112337201833725,
        "S_over_Gamma": 1.279444932937622,
        "Da": 12.122166633605957,
        "E_coh": 0.28903746604919434,
        "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": [
          [
            [
              -94.3,
              43.94
            ],
            [
              -94.25,
              43.94
            ],
            [
              -94.23,
              43.93
            ],
            [
              -94.22,
              43.91
            ],
            [
              -94.22,
              43.87
            ],
            [
              -94.26,
              43.82
            ],
            [
              -94.29,
              43.82
            ],
            [
              -94.31,
              43.84
            ],
            [
              -94.33,
              43.88
            ],
            [
              -94.3,
              43.94
            ]
          ]
        ]
      },
      "raw_probability": 0.0837,
      "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": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "1a787a4ed4da89852f48568f45fbc22bb04210c39c442bec75d52e3e633ca2f6",
        "issued_at": "2026-07-31T17:47:28Z",
        "raw_probability": 0.0837,
        "probability": 0.001097,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.001098,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9a74b8286f3f684a3d8bc6a92ca4f03fe73a103a885658df1a2e8f1d8d04864f",
        "signature": {
          "alg": "ed25519",
          "sig": "dac1fcb0eb08a1aaabad1139e66d37e8f2c0a072ec6f11fa2a138db60536373119367ed1ccf19609a909b37d40938b4f3b77e7c754eee5d9781c83b8491ebd0d"
        }
      },
      "receipt_sha256": "9a74b8286f3f684a3d8bc6a92ca4f03fe73a103a885658df1a2e8f1d8d04864f"
    },
    {
      "storm_id": "226273",
      "lat": 26.69,
      "lon": -76.654,
      "motion_east": 1.6,
      "motion_south": 4.6,
      "valid_time": "20260731_173038 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3165.0,
      "ebshear": 27.0,
      "srh01": 37.0,
      "maxllaz": 0.0,
      "mesh": 0.44,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 37.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.4126
        },
        {
          "name": "alignment",
          "value": 1.8431
        },
        {
          "name": "tau",
          "value": 2.0604
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0795
      },
      "coherence_score": 2.060401439666748,
      "coherence_diagnostics": {
        "tau": 2.060401439666748,
        "grad_tau": 0.9142775535583496,
        "torsion": 0.0,
        "alignment": 1.8430736064910889,
        "S_field": 0.30813926458358765,
        "Gamma_field": 0.6220670342445374,
        "S_over_Gamma": 0.49534735083580017,
        "Da": 38.51104736328125,
        "E_coh": 0.8589484691619873,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -76.68,
              26.73
            ],
            [
              -76.64,
              26.73
            ],
            [
              -76.62,
              26.71
            ],
            [
              -76.61,
              26.69
            ],
            [
              -76.61,
              26.66
            ],
            [
              -76.63,
              26.64
            ],
            [
              -76.67,
              26.64
            ],
            [
              -76.7,
              26.67
            ],
            [
              -76.7,
              26.7
            ],
            [
              -76.68,
              26.73
            ]
          ]
        ]
      },
      "raw_probability": 0.0795,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "a795dd6492e3de35c6dce6d7d2e911e468b7d95ce3aeca9b35d754ca1c58eb58",
        "issued_at": "2026-07-31T17:47:28Z",
        "raw_probability": 0.0795,
        "probability": 0.001002,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.001002,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5dd61b854cbb105a4d76547d5f6c39591b06de2bfca93de4744460a5c40b848c",
        "signature": {
          "alg": "ed25519",
          "sig": "898ed475f5c7b772e1cad16b273f9f4ce2242668a8c874d47852dfa1029cd0faf0b940b36bc2c93de92991471dcc8ffbce4f1a5b18a3b34bb14420265f774609"
        }
      },
      "receipt_sha256": "5dd61b854cbb105a4d76547d5f6c39591b06de2bfca93de4744460a5c40b848c"
    },
    {
      "storm_id": "226268",
      "lat": 35.1077,
      "lon": -90.8677,
      "motion_east": 3.4,
      "motion_south": 0.2,
      "valid_time": "20260731_173038 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2603.0,
      "ebshear": 18.0,
      "srh01": 42.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 42.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.6626
        },
        {
          "name": "alignment",
          "value": 4.9858
        },
        {
          "name": "tau",
          "value": 1.9866
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0778
      },
      "coherence_score": 1.9866034984588623,
      "coherence_diagnostics": {
        "tau": 1.9866034984588623,
        "grad_tau": 0.4656011760234833,
        "torsion": 0.0,
        "alignment": 4.985785007476807,
        "S_field": 0.9006003141403198,
        "Gamma_field": 0.23790039122104645,
        "S_over_Gamma": 3.7856192588806152,
        "Da": 15.268974304199219,
        "E_coh": 0.8559297919273376,
        "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": [
          [
            [
              -90.89,
              35.13
            ],
            [
              -90.87,
              35.13
            ],
            [
              -90.86,
              35.12
            ],
            [
              -90.85,
              35.13
            ],
            [
              -90.83,
              35.13
            ],
            [
              -90.83,
              35.08
            ],
            [
              -90.85,
              35.08
            ],
            [
              -90.86,
              35.1
            ],
            [
              -90.87,
              35.08
            ],
            [
              -90.89,
              35.08
            ],
            [
              -90.89,
              35.1
            ],
            [
              -90.9,
              35.11
            ],
            [
              -90.89,
              35.13
            ]
          ]
        ]
      },
      "raw_probability": 0.0778,
      "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": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "6a9cc93c6a0e9ecc1c5278203442e4662b1e4c0534933060635537f7d9e0859b",
        "issued_at": "2026-07-31T17:47:28Z",
        "raw_probability": 0.0778,
        "probability": 0.000906,
        "confidence_lo": 0.000797,
        "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": "b4165ccceda029ab2a7c097ec70e794aebbe440a1011d182dbe13e7919cc1012",
        "signature": {
          "alg": "ed25519",
          "sig": "022ffa8e5dc0339f1907e3b5805f6a924dda2b2ab8d30a9e929d767c223e00e3b334a7ac7b4436143d8d7d90c072904e9d2382350845e300223746077f4b6f0e"
        }
      },
      "receipt_sha256": "b4165ccceda029ab2a7c097ec70e794aebbe440a1011d182dbe13e7919cc1012"
    },
    {
      "storm_id": "226185",
      "lat": 29.2031,
      "lon": -84.1115,
      "motion_east": 3.6,
      "motion_south": 0.2,
      "valid_time": "20260731_173038 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3385.0,
      "ebshear": 21.0,
      "srh01": 33.0,
      "maxllaz": 0.001,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 33.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.0376
        },
        {
          "name": "alignment",
          "value": 1.895
        },
        {
          "name": "tau",
          "value": 2.9317
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0774
      },
      "coherence_score": 2.931671619415283,
      "coherence_diagnostics": {
        "tau": 2.931671619415283,
        "grad_tau": 0.4045467674732208,
        "torsion": 0.0,
        "alignment": 1.8950042724609375,
        "S_field": 0.4500479996204376,
        "Gamma_field": 0.2595670819282532,
        "S_over_Gamma": 1.733840823173523,
        "Da": 16.04094696044922,
        "E_coh": 0.8739495873451233,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.12,
              29.25
            ],
            [
              -84.09,
              29.25
            ],
            [
              -84.06,
              29.22
            ],
            [
              -84.06,
              29.19
            ],
            [
              -84.07,
              29.17
            ],
            [
              -84.08,
              29.17
            ],
            [
              -84.1,
              29.15
            ],
            [
              -84.14,
              29.14
            ],
            [
              -84.16,
              29.17
            ],
            [
              -84.16,
              29.22
            ],
            [
              -84.15,
              29.22
            ],
            [
              -84.14,
              29.24
            ],
            [
              -84.12,
              29.25
            ]
          ]
        ]
      },
      "raw_probability": 0.0774,
      "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": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "2227b530c0132976d8903c0560863199451658d9c578d72943c6f825f0c1af34",
        "issued_at": "2026-07-31T17:47:28Z",
        "raw_probability": 0.0774,
        "probability": 0.000906,
        "confidence_lo": 0.000797,
        "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": "2ca006b9178f6540b473274f38b6519b6d6d5f9ceab1671bfa080d92ec17ddcc",
        "signature": {
          "alg": "ed25519",
          "sig": "3bf291a1c678720ab73b826f380e82d19e43f2b1bd6a689b86111fa03a33ee3041cabf1da27035f1f08f13bf9b033490413289d49441a58e1cc4a9a56cf1bd03"
        }
      },
      "receipt_sha256": "2ca006b9178f6540b473274f38b6519b6d6d5f9ceab1671bfa080d92ec17ddcc"
    },
    {
      "storm_id": "226213",
      "lat": 26.7167,
      "lon": -78.3033,
      "motion_east": 3.4,
      "motion_south": 0.2,
      "valid_time": "20260731_173038 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3713.0,
      "ebshear": 20.0,
      "srh01": 31.0,
      "maxllaz": 0.002,
      "mesh": 0.22,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 31.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.4126
        },
        {
          "name": "alignment",
          "value": 1.4506
        },
        {
          "name": "tau",
          "value": 2.0411
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0758
      },
      "coherence_score": 2.041110038757324,
      "coherence_diagnostics": {
        "tau": 2.041110038757324,
        "grad_tau": 0.753000795841217,
        "torsion": 0.0,
        "alignment": 1.4506456851959229,
        "S_field": 0.7577685713768005,
        "Gamma_field": 0.2512337267398834,
        "S_over_Gamma": 3.0161895751953125,
        "Da": 15.887747764587402,
        "E_coh": 0.9637112617492676,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -78.37,
              26.76
            ],
            [
              -78.24,
              26.76
            ],
            [
              -78.23,
              26.75
            ],
            [
              -78.23,
              26.68
            ],
            [
              -78.25,
              26.67
            ],
            [
              -78.34,
              26.67
            ],
            [
              -78.35,
              26.68
            ],
            [
              -78.35,
              26.72
            ],
            [
              -78.37,
              26.76
            ]
          ]
        ]
      },
      "raw_probability": 0.0758,
      "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": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "a1c7bccddee38d68f2b3cdb4f8be7878bbe827b7f8328270b027ef27c5173132",
        "issued_at": "2026-07-31T17:47:28Z",
        "raw_probability": 0.0758,
        "probability": 0.000906,
        "confidence_lo": 0.000797,
        "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": "bc311743f061c898e6b44bb43ae53004b6311237824efd9c0e45449687d180be",
        "signature": {
          "alg": "ed25519",
          "sig": "6327b14eee2140ce75bdd35022e249e5b764bf71aa20f49512e51c3137a0c181933b519b09493b69116a0e8af907214ca22d78fd78504be1b5d4421129c76a0f"
        }
      },
      "receipt_sha256": "bc311743f061c898e6b44bb43ae53004b6311237824efd9c0e45449687d180be"
    },
    {
      "storm_id": "226279",
      "lat": 46.9343,
      "lon": -83.8986,
      "motion_east": 3.4,
      "motion_south": 0.2,
      "valid_time": "20260731_173038 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1475.0,
      "ebshear": 10.0,
      "srh01": 26.0,
      "maxllaz": 0.002,
      "mesh": 0.18,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 26.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.0376
        },
        {
          "name": "alignment",
          "value": 6.3041
        },
        {
          "name": "tau",
          "value": 0.4597
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0731
      },
      "coherence_score": 0.4596901834011078,
      "coherence_diagnostics": {
        "tau": 0.4596901834011078,
        "grad_tau": 0.15050046145915985,
        "torsion": 0.0,
        "alignment": 6.304106712341309,
        "S_field": 0.19678711891174316,
        "Gamma_field": 0.21623371541500092,
        "S_over_Gamma": 0.9100667834281921,
        "Da": 12.559959411621094,
        "E_coh": 0.485221803188324,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.89,
              46.96
            ],
            [
              -83.87,
              46.94
            ],
            [
              -83.87,
              46.89
            ],
            [
              -83.93,
              46.89
            ],
            [
              -83.93,
              46.95
            ],
            [
              -83.91,
              46.95
            ],
            [
              -83.89,
              46.96
            ]
          ]
        ]
      },
      "raw_probability": 0.0731,
      "confidence_lo": 0.0008,
      "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": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "68bbbe023ef959c8674280404bbbdf665829fc679000c55fe5eaf444b20dedc6",
        "issued_at": "2026-07-31T17:47:28Z",
        "raw_probability": 0.0731,
        "probability": 0.000831,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000831,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "73df23a7f9462ad24c38c51f415ed2ad39e9e7768fd11d2b0b18733ea72797e2",
        "signature": {
          "alg": "ed25519",
          "sig": "4975c0176af2cee8f7f0392d2d61f866027741596b3c45776369669bf47c924e41e16b404e57a296b7d33b3eabdeed5bd0dffe8ce57122bda10fa62fb7802f0d"
        }
      },
      "receipt_sha256": "73df23a7f9462ad24c38c51f415ed2ad39e9e7768fd11d2b0b18733ea72797e2"
    },
    {
      "storm_id": "226118",
      "lat": 44.1067,
      "lon": -89.352,
      "motion_east": 3.4,
      "motion_south": 0.2,
      "valid_time": "20260731_173038 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 121.0,
      "ebshear": 16.0,
      "srh01": 28.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 28.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.6626
        },
        {
          "name": "alignment",
          "value": 3.5578
        },
        {
          "name": "tau",
          "value": 0.8514
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0728
      },
      "coherence_score": 0.8514014482498169,
      "coherence_diagnostics": {
        "tau": 0.8514014482498169,
        "grad_tau": 0.14466001093387604,
        "torsion": 0.0,
        "alignment": 3.557823896408081,
        "S_field": 0.14469443261623383,
        "Gamma_field": 0.31040042638778687,
        "S_over_Gamma": 0.4661540985107422,
        "Da": 19.652759552001953,
        "E_coh": 0.47543829679489136,
        "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": [
          [
            [
              -89.35,
              44.17
            ],
            [
              -89.32,
              44.17
            ],
            [
              -89.29,
              44.14
            ],
            [
              -89.29,
              44.08
            ],
            [
              -89.27,
              44.05
            ],
            [
              -89.28,
              44.04
            ],
            [
              -89.32,
              44.04
            ],
            [
              -89.33,
              44.05
            ],
            [
              -89.42,
              44.05
            ],
            [
              -89.45,
              44.07
            ],
            [
              -89.45,
              44.11
            ],
            [
              -89.42,
              44.14
            ],
            [
              -89.38,
              44.16
            ],
            [
              -89.36,
              44.16
            ],
            [
              -89.35,
              44.17
            ]
          ]
        ]
      },
      "raw_probability": 0.0728,
      "confidence_lo": 0.0008,
      "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": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "cbef1437e19cfae86862d20d6dccb3dc867069c9cd70ac214cf60ca27508395e",
        "issued_at": "2026-07-31T17:47:28Z",
        "raw_probability": 0.0728,
        "probability": 0.000831,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000831,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1fac3672d8889fcd4b2379eea73654935109b1b5dd3c14432ab8921d59411fdf",
        "signature": {
          "alg": "ed25519",
          "sig": "e2f4a1b3ab4e321229a3a60de469a050c83bd2724df392bf2a8493aa661d7c886bc63196e00012368cd35732f033a34c033973618b127b55853eb286dcab7803"
        }
      },
      "receipt_sha256": "1fac3672d8889fcd4b2379eea73654935109b1b5dd3c14432ab8921d59411fdf"
    },
    {
      "storm_id": "226278",
      "lat": 46.9578,
      "lon": -83.6856,
      "motion_east": 3.4,
      "motion_south": 0.2,
      "valid_time": "20260731_173038 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1507.0,
      "ebshear": 9.0,
      "srh01": 25.0,
      "maxllaz": 0.002,
      "mesh": 0.33,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 25.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.0376
        },
        {
          "name": "alignment",
          "value": 6.3041
        },
        {
          "name": "tau",
          "value": 0.4597
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0705
      },
      "coherence_score": 0.4596901834011078,
      "coherence_diagnostics": {
        "tau": 0.4596901834011078,
        "grad_tau": 0.15050046145915985,
        "torsion": 0.0,
        "alignment": 6.304106712341309,
        "S_field": 0.19678711891174316,
        "Gamma_field": 0.21623371541500092,
        "S_over_Gamma": 0.9100667834281921,
        "Da": 12.559959411621094,
        "E_coh": 0.485221803188324,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.71,
              46.99
            ],
            [
              -83.64,
              46.99
            ],
            [
              -83.64,
              46.93
            ],
            [
              -83.67,
              46.91
            ],
            [
              -83.7,
              46.92
            ],
            [
              -83.7,
              46.95
            ],
            [
              -83.69,
              46.96
            ],
            [
              -83.71,
              46.98
            ],
            [
              -83.71,
              46.99
            ]
          ]
        ]
      },
      "raw_probability": 0.0705,
      "confidence_lo": 0.0008,
      "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": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "102b508b575c1184c9dc1d708d8ef5523309ec246b1646a6686b297b87222903",
        "issued_at": "2026-07-31T17:47:28Z",
        "raw_probability": 0.0705,
        "probability": 0.000831,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000831,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8275108a2e8a9bac7f14685f62905108ab47e139930bc7326524d41a77753ecb",
        "signature": {
          "alg": "ed25519",
          "sig": "ad5b173c861c083c087bef1fd3e782d6f27409cb43d5dae8da8ae836d8ce2932932cb63be34fc898eb4aff1e837d33907810352462807dd8e5abd91f240f3104"
        }
      },
      "receipt_sha256": "8275108a2e8a9bac7f14685f62905108ab47e139930bc7326524d41a77753ecb"
    },
    {
      "storm_id": "226255",
      "lat": 26.8982,
      "lon": -76.2886,
      "motion_east": 3.3,
      "motion_south": 0.4,
      "valid_time": "20260731_173038 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2799.0,
      "ebshear": 27.0,
      "srh01": 33.0,
      "maxllaz": 0.0,
      "mesh": 0.42,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 33.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.4126
        },
        {
          "name": "alignment",
          "value": 1.8431
        },
        {
          "name": "tau",
          "value": 2.0604
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0685
      },
      "coherence_score": 2.060401439666748,
      "coherence_diagnostics": {
        "tau": 2.060401439666748,
        "grad_tau": 0.9142775535583496,
        "torsion": 0.0,
        "alignment": 1.8430736064910889,
        "S_field": 0.30813926458358765,
        "Gamma_field": 0.6220670342445374,
        "S_over_Gamma": 0.49534735083580017,
        "Da": 38.51104736328125,
        "E_coh": 0.8589484691619873,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -76.29,
              27.02
            ],
            [
              -76.23,
              27.02
            ],
            [
              -76.23,
              27.0
            ],
            [
              -76.21,
              26.98
            ],
            [
              -76.2,
              26.95
            ],
            [
              -76.17,
              26.91
            ],
            [
              -76.17,
              26.86
            ],
            [
              -76.23,
              26.81
            ],
            [
              -76.21,
              26.79
            ],
            [
              -76.21,
              26.76
            ],
            [
              -76.22,
              26.74
            ],
            [
              -76.25,
              26.74
            ],
            [
              -76.29,
              26.78
            ],
            [
              -76.29,
              26.79
            ],
            [
              -76.32,
              26.81
            ],
            [
              -76.4,
              26.82
            ],
            [
              -76.42,
              26.86
            ],
            [
              -76.41,
              26.89
            ],
            [
              -76.39,
              26.88
            ],
            [
              -76.37,
              26.9
            ],
            [
              -76.37,
              26.93
            ],
            [
              -76.36,
              26.94
            ],
            [
              -76.32,
              26.95
            ],
            [
              -76.29,
              26.98
            ],
            [
              -76.32,
              27.0
            ],
            [
              -76.32,
              27.01
            ],
            [
              -76.3,
              27.01
            ],
            [
              -76.29,
              27.02
            ]
          ]
        ]
      },
      "raw_probability": 0.0685,
      "confidence_lo": 0.0008,
      "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": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "d3051bcbeba635e5593768372ccbb6fd3b2f0322ad3602e9c90e6b80a7f8d481",
        "issued_at": "2026-07-31T17:47:28Z",
        "raw_probability": 0.0685,
        "probability": 0.000831,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000831,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "43ceab50187c6dc443e4c98f8f4b6bf8c1dc33cc8ead611527f2171298a4c1c3",
        "signature": {
          "alg": "ed25519",
          "sig": "f1202fbfe87354a5943fd81698e879817e806044ec65b8170494c8ccf3a1212d9786dacea331038422cdafe0d5193f6c4cec4740292cc3d2fd3435407542220a"
        }
      },
      "receipt_sha256": "43ceab50187c6dc443e4c98f8f4b6bf8c1dc33cc8ead611527f2171298a4c1c3"
    },
    {
      "storm_id": "226284",
      "lat": 32.7344,
      "lon": -76.8978,
      "motion_east": 3.4,
      "motion_south": 0.2,
      "valid_time": "20260731_173038 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 599.0,
      "ebshear": 12.0,
      "srh01": 0.0,
      "maxllaz": 0.0,
      "mesh": 0.2,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.6626
        },
        {
          "name": "alignment",
          "value": -0.5202
        },
        {
          "name": "tau",
          "value": 3.2834
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.065
      },
      "coherence_score": 3.283390998840332,
      "coherence_diagnostics": {
        "tau": 3.283390998840332,
        "grad_tau": 0.31089961528778076,
        "torsion": 0.0,
        "alignment": -0.5201714038848877,
        "S_field": 1.6666274070739746,
        "Gamma_field": 0.17956705391407013,
        "S_over_Gamma": 9.281365394592285,
        "Da": 11.597067832946777,
        "E_coh": 0.962929904460907,
        "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": [
          [
            [
              -76.95,
              32.75
            ],
            [
              -76.82,
              32.75
            ],
            [
              -76.82,
              32.74
            ],
            [
              -76.87,
              32.74
            ],
            [
              -76.88,
              32.72
            ],
            [
              -76.91,
              32.72
            ],
            [
              -76.92,
              32.71
            ],
            [
              -76.96,
              32.73
            ],
            [
              -76.95,
              32.75
            ]
          ]
        ]
      },
      "raw_probability": 0.065,
      "confidence_lo": 0.0008,
      "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": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "e3dd12f96876c999399a65af0d946bff56203dc8540b391b062a8aae05bf06e4",
        "issued_at": "2026-07-31T17:47:28Z",
        "raw_probability": 0.065,
        "probability": 0.000831,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000831,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "237d8c6559650cd4003558b89de7f9e4295216ebdaf58f953670a05cb47c4350",
        "signature": {
          "alg": "ed25519",
          "sig": "60c6a31bfe62a9555fee9eb71fd697c0444c46e2aa817576651f1f22379c63bbd087a2402eeaca9ca1f7dd7f63eb0c788c52c02192caf76964ca5aa9ca3f9702"
        }
      },
      "receipt_sha256": "237d8c6559650cd4003558b89de7f9e4295216ebdaf58f953670a05cb47c4350"
    },
    {
      "storm_id": "226095",
      "lat": 48.746,
      "lon": -84.113,
      "motion_east": 6.7,
      "motion_south": 0.0,
      "valid_time": "20260731_173038 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 432.0,
      "ebshear": 19.0,
      "srh01": 27.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 27.0
        },
        {
          "name": "hrrr_pwat",
          "value": 29.5376
        },
        {
          "name": "alignment",
          "value": 1.6746
        },
        {
          "name": "tau",
          "value": 0.1858
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0615
      },
      "coherence_score": 0.18578793108463287,
      "coherence_diagnostics": {
        "tau": 0.18578793108463287,
        "grad_tau": 0.1575762778520584,
        "torsion": 0.0,
        "alignment": 1.6745867729187012,
        "S_field": 0.09331579506397247,
        "Gamma_field": 0.31456705927848816,
        "S_over_Gamma": 0.2966483235359192,
        "Da": 18.843067169189453,
        "E_coh": 0.30081358551979065,
        "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": [
          [
            [
              -84.13,
              48.78
            ],
            [
              -84.11,
              48.78
            ],
            [
              -84.07,
              48.76
            ],
            [
              -84.07,
              48.73
            ],
            [
              -84.08,
              48.71
            ],
            [
              -84.13,
              48.7
            ],
            [
              -84.13,
              48.72
            ],
            [
              -84.14,
              48.73
            ],
            [
              -84.14,
              48.77
            ],
            [
              -84.13,
              48.78
            ]
          ]
        ]
      },
      "raw_probability": 0.0615,
      "confidence_lo": 0.0008,
      "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": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "baa6363539b886d70a316b308cf4a478e75195dbf978ed9fdb7630e7541b7f0f",
        "issued_at": "2026-07-31T17:47:28Z",
        "raw_probability": 0.0615,
        "probability": 0.000831,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000831,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b2afd4586f288018710eeca76a2f0c250f1ececd0c5b83a574b9c11a4244ed87",
        "signature": {
          "alg": "ed25519",
          "sig": "62f9bacc81be5099049b403e20c9fb47ec22699703ba3fa00222b1c4ea1b8e2997eeaaa5e272731bcfc046eb4481b7c34cc2be4350791410dd4d87f4b7479903"
        }
      },
      "receipt_sha256": "b2afd4586f288018710eeca76a2f0c250f1ececd0c5b83a574b9c11a4244ed87"
    },
    {
      "storm_id": "226264",
      "lat": 24.0983,
      "lon": -77.75,
      "motion_east": 3.4,
      "motion_south": 0.2,
      "valid_time": "20260731_173038 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3206.0,
      "ebshear": 22.0,
      "srh01": 24.0,
      "maxllaz": 0.0,
      "mesh": 0.38,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 24.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.0376
        },
        {
          "name": "alignment",
          "value": -0.0629
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0608
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 1.3154761791229248,
        "torsion": 0.0,
        "alignment": -0.06294727325439453,
        "S_field": 1.3426929712295532,
        "Gamma_field": 0.2320670485496521,
        "S_over_Gamma": 5.785797595977783,
        "Da": 14.270323753356934,
        "E_coh": 0.976374089717865,
        "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": [
          [
            [
              -77.76,
              24.14
            ],
            [
              -77.73,
              24.13
            ],
            [
              -77.7,
              24.1
            ],
            [
              -77.7,
              24.08
            ],
            [
              -77.71,
              24.07
            ],
            [
              -77.74,
              24.08
            ],
            [
              -77.77,
              24.05
            ],
            [
              -77.78,
              24.05
            ],
            [
              -77.78,
              24.1
            ],
            [
              -77.79,
              24.11
            ],
            [
              -77.78,
              24.13
            ],
            [
              -77.76,
              24.14
            ]
          ]
        ]
      },
      "raw_probability": 0.0608,
      "confidence_lo": 0.0008,
      "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": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "4e58b681f083d99af21c518a001fb7d9c060854b093831fc801183d851ac1993",
        "issued_at": "2026-07-31T17:47:28Z",
        "raw_probability": 0.0608,
        "probability": 0.000831,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000831,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "51e02a07befa610956ee30be54eb6dc2022131ae6ff48ddb3c99ec7593b634a6",
        "signature": {
          "alg": "ed25519",
          "sig": "68e1b4e273361dab6b2b19589ffea59be339a2a08b97150754a2aff21fc4a3e2b23658c036306795d70ea7b11f2d0d954a36def9b7c1594a7b9447b2e2924105"
        }
      },
      "receipt_sha256": "51e02a07befa610956ee30be54eb6dc2022131ae6ff48ddb3c99ec7593b634a6"
    },
    {
      "storm_id": "226190",
      "lat": 32.35,
      "lon": -81.1144,
      "motion_east": 3.4,
      "motion_south": 0.2,
      "valid_time": "20260731_173038 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2650.0,
      "ebshear": 25.0,
      "srh01": 12.0,
      "maxllaz": 0.005,
      "mesh": 0.08,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 12.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.1626
        },
        {
          "name": "alignment",
          "value": -1.275
        },
        {
          "name": "tau",
          "value": 2.0766
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0601
      },
      "coherence_score": 2.0765912532806396,
      "coherence_diagnostics": {
        "tau": 2.0765912532806396,
        "grad_tau": 0.5558751821517944,
        "torsion": 0.0,
        "alignment": -1.2750113010406494,
        "S_field": 0.4909643232822418,
        "Gamma_field": 0.2645670771598816,
        "S_over_Gamma": 1.855727195739746,
        "Da": 16.424854278564453,
        "E_coh": 0.884564220905304,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.14,
              32.39
            ],
            [
              -81.1,
              32.39
            ],
            [
              -81.08,
              32.38
            ],
            [
              -81.07,
              32.36
            ],
            [
              -81.07,
              32.3
            ],
            [
              -81.14,
              32.3
            ],
            [
              -81.15,
              32.31
            ],
            [
              -81.14,
              32.33
            ],
            [
              -81.14,
              32.39
            ]
          ]
        ]
      },
      "raw_probability": 0.0601,
      "confidence_lo": 0.0008,
      "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": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "0a70c79cd9a754c1ecca89e00dd69e5f04ddd937fa8846b6121de9fff78199d2",
        "issued_at": "2026-07-31T17:47:28Z",
        "raw_probability": 0.0601,
        "probability": 0.000831,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000831,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "65eb899c696167774ce4013bbebf450b05ee26a337d045f29d743e0c0b521053",
        "signature": {
          "alg": "ed25519",
          "sig": "0ffcfc0f1e211d950c4e43cfb3ab709a26c08adf96f6fcd65fc5a8c00e6a61862a0a00ea8d2852f33f3b863d585bda7d9b930fff2c3aebcdc6d82d43901e3c0e"
        }
      },
      "receipt_sha256": "65eb899c696167774ce4013bbebf450b05ee26a337d045f29d743e0c0b521053"
    },
    {
      "storm_id": "226285",
      "lat": 32.1331,
      "lon": -81.4437,
      "motion_east": 3.4,
      "motion_south": 0.2,
      "valid_time": "20260731_173038 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1524.0,
      "ebshear": 18.0,
      "srh01": 6.0,
      "maxllaz": 0.004,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 6.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.1626
        },
        {
          "name": "alignment",
          "value": -1.8919
        },
        {
          "name": "tau",
          "value": 2.5576
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0599
      },
      "coherence_score": 2.5575637817382812,
      "coherence_diagnostics": {
        "tau": 2.5575637817382812,
        "grad_tau": 0.3755906820297241,
        "torsion": 0.0,
        "alignment": -1.891947627067566,
        "S_field": 0.7112911939620972,
        "Gamma_field": 0.27290040254592896,
        "S_over_Gamma": 2.6064131259918213,
        "Da": 17.527482986450195,
        "E_coh": 0.8753549456596375,
        "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": [
          [
            [
              -81.52,
              32.21
            ],
            [
              -81.5,
              32.21
            ],
            [
              -81.48,
              32.19
            ],
            [
              -81.43,
              32.17
            ],
            [
              -81.39,
              32.13
            ],
            [
              -81.38,
              32.13
            ],
            [
              -81.39,
              32.11
            ],
            [
              -81.38,
              32.09
            ],
            [
              -81.38,
              32.06
            ],
            [
              -81.39,
              32.05
            ],
            [
              -81.41,
              32.05
            ],
            [
              -81.44,
              32.07
            ],
            [
              -81.46,
              32.11
            ],
            [
              -81.51,
              32.16
            ],
            [
              -81.52,
              32.18
            ],
            [
              -81.52,
              32.21
            ]
          ]
        ]
      },
      "raw_probability": 0.0599,
      "confidence_lo": 0.0008,
      "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": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "f93c6e975047df02f2427ab1f55088a190fd1bcc6f1d6326c9cb53846fbba277",
        "issued_at": "2026-07-31T17:47:28Z",
        "raw_probability": 0.0599,
        "probability": 0.000813,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000813,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "97e08e8c3ae648bc03291633a4b0f31eb851fcfff6cce373e5cff93b5385faf4",
        "signature": {
          "alg": "ed25519",
          "sig": "225201fac2032b745dd8954c4da8df68192bcba539bc7d2f8be8476239322746f6bef1281b17cb01f06d78b88c26047819d3ecab4f1c0e812973314048a5b90b"
        }
      },
      "receipt_sha256": "97e08e8c3ae648bc03291633a4b0f31eb851fcfff6cce373e5cff93b5385faf4"
    },
    {
      "storm_id": "226235",
      "lat": 41.9206,
      "lon": -74.1561,
      "motion_east": 3.4,
      "motion_south": 0.2,
      "valid_time": "20260731_173038 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1605.0,
      "ebshear": 35.0,
      "srh01": 35.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 35.0
        },
        {
          "name": "hrrr_pwat",
          "value": 25.4126
        },
        {
          "name": "alignment",
          "value": 0.3231
        },
        {
          "name": "tau",
          "value": 0.65
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0587
      },
      "coherence_score": 0.6500163078308105,
      "coherence_diagnostics": {
        "tau": 0.6500163078308105,
        "grad_tau": 0.1356593519449234,
        "torsion": 0.0,
        "alignment": 0.32307159900665283,
        "S_field": 0.19411760568618774,
        "Gamma_field": 0.46706706285476685,
        "S_over_Gamma": 0.4156097173690796,
        "Da": 28.57741928100586,
        "E_coh": 0.5071977972984314,
        "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": [
          [
            [
              -74.19,
              41.97
            ],
            [
              -74.18,
              41.97
            ],
            [
              -74.17,
              41.97
            ],
            [
              -74.17,
              41.96
            ],
            [
              -74.17,
              41.95
            ],
            [
              -74.16,
              41.94
            ],
            [
              -74.15,
              41.95
            ],
            [
              -74.14,
              41.94
            ],
            [
              -74.13,
              41.93
            ],
            [
              -74.12,
              41.93
            ],
            [
              -74.11,
              41.93
            ],
            [
              -74.1,
              41.92
            ],
            [
              -74.11,
              41.91
            ],
            [
              -74.12,
              41.9
            ],
            [
              -74.12,
              41.89
            ],
            [
              -74.13,
              41.89
            ],
            [
              -74.14,
              41.88
            ],
            [
              -74.15,
              41.87
            ],
            [
              -74.15,
              41.86
            ],
            [
              -74.16,
              41.86
            ],
            [
              -74.16,
              41.87
            ],
            [
              -74.17,
              41.88
            ],
            [
              -74.18,
              41.89
            ],
            [
              -74.18,
              41.9
            ],
            [
              -74.19,
              41.91
            ],
            [
              -74.19,
              41.92
            ],
            [
              -74.18,
              41.93
            ],
            [
              -74.18,
              41.94
            ],
            [
              -74.17,
              41.95
            ],
            [
              -74.18,
              41.96
            ],
            [
              -74.19,
              41.97
            ]
          ]
        ]
      },
      "raw_probability": 0.0587,
      "confidence_lo": 0.0008,
      "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": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "166a4bcd79d0da80ebc31eb2a5def29933b973580e47298930f53c043f1247cd",
        "issued_at": "2026-07-31T17:47:28Z",
        "raw_probability": 0.0587,
        "probability": 0.000813,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000813,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9e9540fa5b009d9477360cec1f6d061a8136641222587cce8a09a68e1efa7f09",
        "signature": {
          "alg": "ed25519",
          "sig": "5d8a3ca861c4a2195e41248642fbd7015730edf2ff4a71538671ec07f0ca945f87733e43c0e5e1ab049b0dc7eb705150174cad5ce3c8a2afdb35ee240f1b7c0f"
        }
      },
      "receipt_sha256": "9e9540fa5b009d9477360cec1f6d061a8136641222587cce8a09a68e1efa7f09"
    },
    {
      "storm_id": "226231",
      "lat": 27.4053,
      "lon": -80.1427,
      "motion_east": 3.4,
      "motion_south": 0.2,
      "valid_time": "20260731_173038 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3947.0,
      "ebshear": 19.0,
      "srh01": 48.0,
      "maxllaz": 0.001,
      "mesh": 0.25,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 48.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.7876
        },
        {
          "name": "alignment",
          "value": 0.2381
        },
        {
          "name": "tau",
          "value": 2.2694
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0576
      },
      "coherence_score": 2.2694389820098877,
      "coherence_diagnostics": {
        "tau": 2.2694389820098877,
        "grad_tau": 0.5592242479324341,
        "torsion": 0.0,
        "alignment": 0.2380833774805069,
        "S_field": 0.49482807517051697,
        "Gamma_field": 0.24956704676151276,
        "S_over_Gamma": 1.9827460050582886,
        "Da": 16.034250259399414,
        "E_coh": 0.9624320268630981,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -80.14,
              27.46
            ],
            [
              -80.12,
              27.46
            ],
            [
              -80.12,
              27.43
            ],
            [
              -80.1,
              27.41
            ],
            [
              -80.11,
              27.4
            ],
            [
              -80.11,
              27.35
            ],
            [
              -80.13,
              27.34
            ],
            [
              -80.14,
              27.35
            ],
            [
              -80.17,
              27.35
            ],
            [
              -80.19,
              27.36
            ],
            [
              -80.2,
              27.38
            ],
            [
              -80.2,
              27.44
            ],
            [
              -80.14,
              27.44
            ],
            [
              -80.13,
              27.45
            ],
            [
              -80.14,
              27.46
            ]
          ]
        ]
      },
      "raw_probability": 0.0576,
      "confidence_lo": 0.0008,
      "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": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "9e2a3b656641a236e76f283ce4732ee9a039c462695bdd45bc8a4da344be30e2",
        "issued_at": "2026-07-31T17:47:28Z",
        "raw_probability": 0.0576,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d44f8854bc93ba04437853255aece2443b513c9560f83456d06140de3f1490a2",
        "signature": {
          "alg": "ed25519",
          "sig": "4d9bb50d137e97564d7b0ec5d9868b093ed52508f57dfb2990f3400e345555f38091acd240afbd4a5b8a8b7d9bf6e7f530b2ac058ab59d8a3daa0b513b60ca01"
        }
      },
      "receipt_sha256": "d44f8854bc93ba04437853255aece2443b513c9560f83456d06140de3f1490a2"
    },
    {
      "storm_id": "225971",
      "lat": 32.3144,
      "lon": -81.46,
      "motion_east": 3.4,
      "motion_south": 0.2,
      "valid_time": "20260731_173038 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1765.0,
      "ebshear": 19.0,
      "srh01": 3.0,
      "maxllaz": 0.004,
      "mesh": 0.19,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 3.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.1626
        },
        {
          "name": "alignment",
          "value": -1.275
        },
        {
          "name": "tau",
          "value": 2.0766
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0573
      },
      "coherence_score": 2.0765912532806396,
      "coherence_diagnostics": {
        "tau": 2.0765912532806396,
        "grad_tau": 0.5558751821517944,
        "torsion": 0.0,
        "alignment": -1.2750113010406494,
        "S_field": 0.4909643232822418,
        "Gamma_field": 0.2645670771598816,
        "S_over_Gamma": 1.855727195739746,
        "Da": 16.424854278564453,
        "E_coh": 0.884564220905304,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.48,
              32.35
            ],
            [
              -81.45,
              32.35
            ],
            [
              -81.42,
              32.32
            ],
            [
              -81.42,
              32.29
            ],
            [
              -81.44,
              32.27
            ],
            [
              -81.47,
              32.27
            ],
            [
              -81.49,
              32.29
            ],
            [
              -81.49,
              32.34
            ],
            [
              -81.48,
              32.35
            ]
          ]
        ]
      },
      "raw_probability": 0.0573,
      "confidence_lo": 0.0008,
      "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": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "6d9dca8b50829232fa96eac23041400d38b3aa50e8301df1cdfa866f9fd73812",
        "issued_at": "2026-07-31T17:47:28Z",
        "raw_probability": 0.0573,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8bba0d58129785a1d4919f45b23bfb855724268e732569da6cac4bbae36261f3",
        "signature": {
          "alg": "ed25519",
          "sig": "f6c74d91e554c0e351744e468a6df62db8574c97d0aa7881bf4b04181baeb1da448a6383f46e3b007b9fa0e6e09498f8ec19f02754c4c0c1f871b139e329b70b"
        }
      },
      "receipt_sha256": "8bba0d58129785a1d4919f45b23bfb855724268e732569da6cac4bbae36261f3"
    },
    {
      "storm_id": "226236",
      "lat": 41.8696,
      "lon": -72.6564,
      "motion_east": 4.3,
      "motion_south": 0.5,
      "valid_time": "20260731_173038 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1283.0,
      "ebshear": 24.0,
      "srh01": 32.0,
      "maxllaz": 0.004,
      "mesh": 0.66,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 32.0
        },
        {
          "name": "hrrr_pwat",
          "value": 30.5376
        },
        {
          "name": "alignment",
          "value": -0.3953
        },
        {
          "name": "tau",
          "value": 0.7962
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0566
      },
      "coherence_score": 0.7961822152137756,
      "coherence_diagnostics": {
        "tau": 0.7961822152137756,
        "grad_tau": 0.1684190183877945,
        "torsion": 0.0,
        "alignment": -0.3952893912792206,
        "S_field": 0.3613702058792114,
        "Gamma_field": 0.2504003942012787,
        "S_over_Gamma": 1.4431694746017456,
        "Da": 15.335165023803711,
        "E_coh": 0.8077273368835449,
        "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": [
          [
            [
              -72.85,
              41.98
            ],
            [
              -72.84,
              41.98
            ],
            [
              -72.83,
              41.98
            ],
            [
              -72.82,
              41.98
            ],
            [
              -72.81,
              41.98
            ],
            [
              -72.8,
              41.97
            ],
            [
              -72.79,
              41.97
            ],
            [
              -72.78,
              41.96
            ],
            [
              -72.77,
              41.95
            ],
            [
              -72.77,
              41.94
            ],
            [
              -72.77,
              41.93
            ],
            [
              -72.76,
              41.92
            ],
            [
              -72.76,
              41.91
            ],
            [
              -72.76,
              41.9
            ],
            [
              -72.75,
              41.89
            ],
            [
              -72.74,
              41.9
            ],
            [
              -72.73,
              41.9
            ],
            [
              -72.72,
              41.91
            ],
            [
              -72.71,
              41.92
            ],
            [
              -72.7,
              41.92
            ],
            [
              -72.69,
              41.92
            ],
            [
              -72.68,
              41.92
            ],
            [
              -72.67,
              41.91
            ],
            [
              -72.66,
              41.9
            ],
            [
              -72.65,
              41.9
            ],
            [
              -72.64,
              41.89
            ],
            [
              -72.63,
              41.89
            ],
            [
              -72.62,
              41.89
            ],
            [
              -72.61,
              41.89
            ],
            [
              -72.6,
              41.9
            ],
            [
              -72.6,
              41.91
            ],
            [
              -72.59,
              41.92
            ],
            [
              -72.59,
              41.93
            ],
            [
              -72.6,
              41.94
            ],
            [
              -72.6,
              41.95
            ],
            [
              -72.59,
              41.95
            ],
            [
              -72.58,
              41.95
            ],
            [
              -72.57,
              41.95
            ],
            [
              -72.56,
              41.94
            ],
            [
              -72.55,
              41.94
            ],
            [
              -72.55,
              41.93
            ],
            [
              -72.55,
              41.92
            ],
            [
              -72.55,
              41.91
            ],
            [
              -72.55,
              41.9
            ],
            [
              -72.55,
              41.89
            ],
            [
              -72.54,
              41.88
            ],
            [
              -72.53,
              41.87
            ],
            [
              -72.52,
              41.87
            ],
            [
              -72.51,
              41.86
            ],
            [
              -72.51,
              41.85
            ],
            [
              -72.51,
              41.84
            ],
            [
              -72.51,
              41.83
            ],
            [
              -72.51,
              41.82
            ],
            [
              -72.51,
              41.81
            ],
            [
              -72.5,
              41.8
            ],
            [
              -72.5,
              41.79
            ],
            [
              -72.51,
              41.78
            ],
            [
              -72.51,
              41.77
            ],
            [
              -72.51,
              41.76
            ],
            [
              -72.5,
              41.75
            ],
            [
              -72.5,
              41.74
            ],
            [
              -72.5,
              41.73
            ],
            [
              -72.5,
              41.72
            ],
            [
              -72.5,
              41.71
            ],
            [
              -72.51,
              41.72
            ],
            [
              -72.52,
              41.72
            ],
            [
              -72.53,
              41.72
            ],
            [
              -72.54,
              41.72
            ],
            [
              -72.55,
              41.73
            ],
            [
              -72.56,
              41.74
            ],
            [
              -72.56,
              41.75
            ],
            [
              -72.56,
              41.76
            ],
            [
              -72.56,
              41.77
            ],
            [
              -72.56,
              41.78
            ],
            [
              -72.57,
              41.79
            ],
            [
              -72.58,
              41.8
            ],
            [
              -72.58,
              41.81
            ],
            [
              -72.57,
              41.82
            ],
            [
              -72.56,
              41.82
            ],
            [
              -72.55,
              41.83
            ],
            [
              -72.55,
              41.84
            ],
            [
              -72.55,
              41.85
            ],
            [
              -72.55,
              41.86
            ],
            [
              -72.56,
              41.87
            ],
            [
              -72.57,
              41.87
            ],
            [
              -72.58,
              41.88
            ],
            [
              -72.59,
              41.88
            ],
            [
              -72.6,
              41.89
            ],
            [
              -72.61,
              41.89
            ],
            [
              -72.62,
              41.89
            ],
            [
              -72.63,
              41.88
            ],
            [
              -72.64,
              41.87
            ],
            [
              -72.65,
              41.86
            ],
            [
              -72.65,
              41.85
            ],
            [
              -72.65,
              41.84
            ],
            [
              -72.66,
              41.83
            ],
            [
              -72.67,
              41.83
            ],
            [
              -72.68,
              41.83
            ],
            [
              -72.69,
              41.83
            ],
            [
              -72.7,
              41.83
            ],
            [
              -72.71,
              41.83
            ],
            [
              -72.72,
              41.83
            ],
            [
              -72.73,
              41.84
            ],
            [
              -72.73,
              41.85
            ],
            [
              -72.74,
              41.86
            ],
            [
              -72.74,
              41.87
            ],
            [
              -72.74,
              41.88
            ],
            [
              -72.75,
              41.89
            ],
            [
              -72.76,
              41.9
            ],
            [
              -72.77,
              41.89
            ],
            [
              -72.78,
              41.88
            ],
            [
              -72.78,
              41.87
            ],
            [
              -72.79,
              41.87
            ],
            [
              -72.8,
              41.87
            ],
            [
              -72.81,
              41.87
            ],
            [
              -72.82,
              41.86
            ],
            [
              -72.83,
              41.86
            ],
            [
              -72.84,
              41.87
            ],
            [
              -72.84,
              41.88
            ],
            [
              -72.85,
              41.89
            ],
            [
              -72.86,
              41.9
            ],
            [
              -72.86,
              41.91
            ],
            [
              -72.86,
              41.92
            ],
            [
              -72.86,
              41.93
            ],
            [
              -72.86,
              41.94
            ],
            [
              -72.86,
              41.95
            ],
            [
              -72.86,
              41.96
            ],
            [
              -72.85,
              41.97
            ],
            [
              -72.85,
              41.98
            ]
          ]
        ]
      },
      "raw_probability": 0.0566,
      "confidence_lo": 0.0008,
      "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": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "40ed0fdb0c42c9d6398f225b5397c65dc16a35d96ff4a806c81dce1494cd6719",
        "issued_at": "2026-07-31T17:47:28Z",
        "raw_probability": 0.0566,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a9051e67059f4e5dbcc452f5bab1caa90951dad640b31da64c034b8f8583a523",
        "signature": {
          "alg": "ed25519",
          "sig": "7ab7bfd97d49adb6e3c7a845a5b122eedb564c880bd5a9b50b68beb1957cfd0469a2c393b778e6d1b0fd5f9c5eb1268e9f8b3d58cf9a7925483b51a966056f08"
        }
      },
      "receipt_sha256": "a9051e67059f4e5dbcc452f5bab1caa90951dad640b31da64c034b8f8583a523"
    },
    {
      "storm_id": "226234",
      "lat": 42.6691,
      "lon": -72.6691,
      "motion_east": 3.4,
      "motion_south": 0.2,
      "valid_time": "20260731_173038 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1073.0,
      "ebshear": 23.0,
      "srh01": 47.0,
      "maxllaz": 0.002,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 47.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.4126
        },
        {
          "name": "alignment",
          "value": 1.6873
        },
        {
          "name": "tau",
          "value": 0.8907
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.056
      },
      "coherence_score": 0.8907212018966675,
      "coherence_diagnostics": {
        "tau": 0.8907212018966675,
        "grad_tau": 0.08880525827407837,
        "torsion": 0.0,
        "alignment": 1.6872698068618774,
        "S_field": 0.5088449120521545,
        "Gamma_field": 0.2504003942012787,
        "S_over_Gamma": 2.0321249961853027,
        "Da": 15.121728897094727,
        "E_coh": 0.7557689547538757,
        "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": [
          [
            [
              -72.65,
              42.71
            ],
            [
              -72.62,
              42.71
            ],
            [
              -72.63,
              42.69
            ],
            [
              -72.63,
              42.63
            ],
            [
              -72.66,
              42.6
            ],
            [
              -72.71,
              42.6
            ],
            [
              -72.72,
              42.62
            ],
            [
              -72.72,
              42.69
            ],
            [
              -72.71,
              42.7
            ],
            [
              -72.66,
              42.7
            ],
            [
              -72.65,
              42.71
            ]
          ]
        ]
      },
      "raw_probability": 0.056,
      "confidence_lo": 0.0008,
      "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": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "ffb675b99b2cc18ba3546f9d067d23b65d44f3d810f761b5296e31f9f2b11298",
        "issued_at": "2026-07-31T17:47:28Z",
        "raw_probability": 0.056,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "07e131642c389047c3e82b99e1ed1cfd3632a3ae1885cede113208849047462e",
        "signature": {
          "alg": "ed25519",
          "sig": "ad4b1d5e98f75829b18b50d64ca8c7fd9ce30a8e8b4ffaed20f17f5f676ac16bf5175a7d5291ce2034a4067dbbc68370f7beb2de4d4210965032b61420061504"
        }
      },
      "receipt_sha256": "07e131642c389047c3e82b99e1ed1cfd3632a3ae1885cede113208849047462e"
    },
    {
      "storm_id": "226258",
      "lat": 39.037,
      "lon": -74.921,
      "motion_east": 3.4,
      "motion_south": 0.2,
      "valid_time": "20260731_173038 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1399.0,
      "ebshear": 23.0,
      "srh01": 31.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 31.0
        },
        {
          "name": "hrrr_pwat",
          "value": 27.5376
        },
        {
          "name": "alignment",
          "value": 0.7698
        },
        {
          "name": "tau",
          "value": 0.4316
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0559
      },
      "coherence_score": 0.4315956234931946,
      "coherence_diagnostics": {
        "tau": 0.4315956234931946,
        "grad_tau": 0.024242937564849854,
        "torsion": 0.0,
        "alignment": 0.769766628742218,
        "S_field": 0.0947578102350235,
        "Gamma_field": 0.3370670676231384,
        "S_over_Gamma": 0.2811245024204254,
        "Da": 20.941679000854492,
        "E_coh": 0.354080468416214,
        "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": [
          [
            [
              -74.95,
              39.08
            ],
            [
              -74.93,
              39.08
            ],
            [
              -74.92,
              39.07
            ],
            [
              -74.91,
              39.05
            ],
            [
              -74.91,
              39.02
            ],
            [
              -74.89,
              39.0
            ],
            [
              -74.86,
              39.0
            ],
            [
              -74.94,
              38.99
            ],
            [
              -74.95,
              39.0
            ],
            [
              -74.95,
              39.08
            ]
          ]
        ]
      },
      "raw_probability": 0.0559,
      "confidence_lo": 0.0008,
      "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": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "3b5bb88e998c478203911456c08f77c1addd321bdaebef70f0712eff2bf448fc",
        "issued_at": "2026-07-31T17:47:28Z",
        "raw_probability": 0.0559,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "63061e40e69b95fed96d9c13f52f8eada06c2501db1cfe8dda8088e39de9ba6c",
        "signature": {
          "alg": "ed25519",
          "sig": "1c93a5b40bf965d10365312106c16d67d4b968abea98ece9677dc93bb74ce2f0cc24e355c592a294e4811d029a1bfd328bb3c9aaaf4d8280f1b1a757fb5b010a"
        }
      },
      "receipt_sha256": "63061e40e69b95fed96d9c13f52f8eada06c2501db1cfe8dda8088e39de9ba6c"
    },
    {
      "storm_id": "226024",
      "lat": 43.8129,
      "lon": -73.7414,
      "motion_east": 3.4,
      "motion_south": 0.2,
      "valid_time": "20260731_173038 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 863.0,
      "ebshear": 22.0,
      "srh01": 37.0,
      "maxllaz": 0.005,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 37.0
        },
        {
          "name": "hrrr_pwat",
          "value": 23.6626
        },
        {
          "name": "alignment",
          "value": 2.7112
        },
        {
          "name": "tau",
          "value": 0.6781
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0555
      },
      "coherence_score": 0.6780604720115662,
      "coherence_diagnostics": {
        "tau": 0.6780604720115662,
        "grad_tau": 0.09997622668743134,
        "torsion": 0.0,
        "alignment": 2.711235523223877,
        "S_field": 0.13342571258544922,
        "Gamma_field": 0.2504003942012787,
        "S_over_Gamma": 0.5328494310379028,
        "Da": 15.514293670654297,
        "E_coh": 0.042320117354393005,
        "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": [
          [
            [
              -73.81,
              43.87
            ],
            [
              -73.75,
              43.87
            ],
            [
              -73.73,
              43.85
            ],
            [
              -73.68,
              43.83
            ],
            [
              -73.66,
              43.79
            ],
            [
              -73.66,
              43.76
            ],
            [
              -73.67,
              43.75
            ],
            [
              -73.69,
              43.76
            ],
            [
              -73.72,
              43.76
            ],
            [
              -73.76,
              43.8
            ],
            [
              -73.8,
              43.8
            ],
            [
              -73.82,
              43.81
            ],
            [
              -73.82,
              43.86
            ],
            [
              -73.81,
              43.87
            ]
          ]
        ]
      },
      "raw_probability": 0.0555,
      "confidence_lo": 0.0008,
      "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": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "8796c661d3f2b432b2b1b2799388789fd218b141fa8e1a302dad84d45cc04a4d",
        "issued_at": "2026-07-31T17:47:28Z",
        "raw_probability": 0.0555,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "96a4661a36ef5c23bc9caf2e10314ae2101e9ae53cd0d919169d64a5afb03805",
        "signature": {
          "alg": "ed25519",
          "sig": "d798ca1ba4210acbc5747e8dc6b61be97a64f510ecf9fa275b8f170718584380848b3ee25ed55817de84531c35271f2b4c3753782fc97703caf241c7f3921b02"
        }
      },
      "receipt_sha256": "96a4661a36ef5c23bc9caf2e10314ae2101e9ae53cd0d919169d64a5afb03805"
    },
    {
      "storm_id": "226193",
      "lat": 27.3186,
      "lon": -78.3471,
      "motion_east": 3.4,
      "motion_south": 0.2,
      "valid_time": "20260731_173038 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3642.0,
      "ebshear": 22.0,
      "srh01": 19.0,
      "maxllaz": 0.001,
      "mesh": 0.26,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 19.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.9126
        },
        {
          "name": "alignment",
          "value": -0.0024
        },
        {
          "name": "tau",
          "value": 2.7172
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0527
      },
      "coherence_score": 2.7172417640686035,
      "coherence_diagnostics": {
        "tau": 2.7172417640686035,
        "grad_tau": 0.6554831266403198,
        "torsion": 0.0,
        "alignment": -0.002408340573310852,
        "S_field": 0.7459779977798462,
        "Gamma_field": 0.23040039837360382,
        "S_over_Gamma": 3.237746238708496,
        "Da": 15.279138565063477,
        "E_coh": 0.9794711470603943,
        "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": [
          [
            [
              -78.39,
              27.37
            ],
            [
              -78.37,
              27.36
            ],
            [
              -78.34,
              27.36
            ],
            [
              -78.33,
              27.35
            ],
            [
              -78.3,
              27.35
            ],
            [
              -78.28,
              27.32
            ],
            [
              -78.28,
              27.28
            ],
            [
              -78.29,
              27.27
            ],
            [
              -78.32,
              27.27
            ],
            [
              -78.33,
              27.26
            ],
            [
              -78.4,
              27.26
            ],
            [
              -78.42,
              27.29
            ],
            [
              -78.42,
              27.35
            ],
            [
              -78.39,
              27.37
            ]
          ]
        ]
      },
      "raw_probability": 0.0527,
      "confidence_lo": 0.0008,
      "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": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "ad2e01c6f48c880a2d67a7165a479a0e2b63df657a3167c7444849ae61ab4d6d",
        "issued_at": "2026-07-31T17:47:28Z",
        "raw_probability": 0.0527,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1d4671f1774bd0fa00959ddf42aad16156681bf9f8c33f95976e4a1f9b031b5c",
        "signature": {
          "alg": "ed25519",
          "sig": "e08041f07b9b04dcb94e14432417dff2cf123bfc4d99d140c6b7bfee0aaf0aeb0e216a3f88b9652776b75e56d29d88f492fe3c5f6a4acc7eff639a0c9dfd4e05"
        }
      },
      "receipt_sha256": "1d4671f1774bd0fa00959ddf42aad16156681bf9f8c33f95976e4a1f9b031b5c"
    },
    {
      "storm_id": "226272",
      "lat": 28.382,
      "lon": -81.1616,
      "motion_east": 6.8,
      "motion_south": 0.0,
      "valid_time": "20260731_173038 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2939.0,
      "ebshear": 18.0,
      "srh01": 14.0,
      "maxllaz": 0.003,
      "mesh": 0.03,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 14.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.9126
        },
        {
          "name": "alignment",
          "value": -0.5538
        },
        {
          "name": "tau",
          "value": 2.652
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0518
      },
      "coherence_score": 2.652017831802368,
      "coherence_diagnostics": {
        "tau": 2.652017831802368,
        "grad_tau": 0.3312094211578369,
        "torsion": 0.0,
        "alignment": -0.553830623626709,
        "S_field": 0.6585464477539062,
        "Gamma_field": 0.21956706047058105,
        "S_over_Gamma": 2.999295234680176,
        "Da": 14.291776657104492,
        "E_coh": 0.9719205498695374,
        "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": [
          [
            [
              -81.17,
              28.5
            ],
            [
              -81.14,
              28.5
            ],
            [
              -81.13,
              28.49
            ],
            [
              -81.13,
              28.43
            ],
            [
              -81.14,
              28.41
            ],
            [
              -81.13,
              28.4
            ],
            [
              -81.11,
              28.4
            ],
            [
              -81.09,
              28.42
            ],
            [
              -81.08,
              28.42
            ],
            [
              -81.06,
              28.4
            ],
            [
              -81.06,
              28.37
            ],
            [
              -81.12,
              28.32
            ],
            [
              -81.15,
              28.32
            ],
            [
              -81.17,
              28.31
            ],
            [
              -81.19,
              28.29
            ],
            [
              -81.19,
              28.27
            ],
            [
              -81.21,
              28.25
            ],
            [
              -81.26,
              28.25
            ],
            [
              -81.26,
              28.3
            ],
            [
              -81.2,
              28.35
            ],
            [
              -81.2,
              28.36
            ],
            [
              -81.23,
              28.39
            ],
            [
              -81.23,
              28.44
            ],
            [
              -81.22,
              28.46
            ],
            [
              -81.17,
              28.5
            ]
          ]
        ]
      },
      "raw_probability": 0.0518,
      "confidence_lo": 0.0008,
      "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": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "611c9516d26af70c13d83c846e942d408685513f64cfd16806f80ad178268952",
        "issued_at": "2026-07-31T17:47:28Z",
        "raw_probability": 0.0518,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6703103ad6b8a15622f5d282535c1fb86763587c6615f9ffe22a4c5402a9bcd1",
        "signature": {
          "alg": "ed25519",
          "sig": "49d61b150874a73b50aff126c89bb9ce523618e46d10236b08e0cbe2ba3c6adec0b19be3b8b971712841e5ab9ca03032a29bb7b9361a9bdb5bbe765597fa9e07"
        }
      },
      "receipt_sha256": "6703103ad6b8a15622f5d282535c1fb86763587c6615f9ffe22a4c5402a9bcd1"
    },
    {
      "storm_id": "225954",
      "lat": 28.5422,
      "lon": -81.3256,
      "motion_east": 6.7,
      "motion_south": 0.0,
      "valid_time": "20260731_173038 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2317.0,
      "ebshear": 19.0,
      "srh01": 11.0,
      "maxllaz": 0.003,
      "mesh": 0.08,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 11.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.9126
        },
        {
          "name": "alignment",
          "value": -0.5538
        },
        {
          "name": "tau",
          "value": 2.652
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0499
      },
      "coherence_score": 2.652017831802368,
      "coherence_diagnostics": {
        "tau": 2.652017831802368,
        "grad_tau": 0.3312094211578369,
        "torsion": 0.0,
        "alignment": -0.553830623626709,
        "S_field": 0.6585464477539062,
        "Gamma_field": 0.21956706047058105,
        "S_over_Gamma": 2.999295234680176,
        "Da": 14.291776657104492,
        "E_coh": 0.9719205498695374,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.34,
              28.57
            ],
            [
              -81.3,
              28.57
            ],
            [
              -81.29,
              28.56
            ],
            [
              -81.29,
              28.52
            ],
            [
              -81.3,
              28.51
            ],
            [
              -81.35,
              28.51
            ],
            [
              -81.36,
              28.52
            ],
            [
              -81.36,
              28.55
            ],
            [
              -81.34,
              28.57
            ]
          ]
        ]
      },
      "raw_probability": 0.0499,
      "confidence_lo": 0.0008,
      "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": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "8c41229a5cbca08aaaadc66c172e012968d0f6bf5bb0d7489bc59109fcdb64a6",
        "issued_at": "2026-07-31T17:47:28Z",
        "raw_probability": 0.0499,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "12e76c77c9341725a642d962372f46a2c052f52a83e3166dae63506118dbd472",
        "signature": {
          "alg": "ed25519",
          "sig": "873c2596f239fdd2ad3e5fe90afcf9d04b436c82ae1ce4420c121101306427f3f5d937b9f50a0840438c19e82b08f83cf278127697800b7093c4c882c4ac150e"
        }
      },
      "receipt_sha256": "12e76c77c9341725a642d962372f46a2c052f52a83e3166dae63506118dbd472"
    },
    {
      "storm_id": "226194",
      "lat": 48.3312,
      "lon": -84.0981,
      "motion_east": 8.1,
      "motion_south": 0.0,
      "valid_time": "20260731_173038 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 802.0,
      "ebshear": 16.0,
      "srh01": 1.0,
      "maxllaz": 0.004,
      "mesh": 0.3,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 1.0
        },
        {
          "name": "hrrr_pwat",
          "value": 29.5376
        },
        {
          "name": "alignment",
          "value": 1.6746
        },
        {
          "name": "tau",
          "value": 0.1858
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0496
      },
      "coherence_score": 0.18578793108463287,
      "coherence_diagnostics": {
        "tau": 0.18578793108463287,
        "grad_tau": 0.1575762778520584,
        "torsion": 0.0,
        "alignment": 1.6745867729187012,
        "S_field": 0.09331579506397247,
        "Gamma_field": 0.31456705927848816,
        "S_over_Gamma": 0.2966483235359192,
        "Da": 18.843067169189453,
        "E_coh": 0.30081358551979065,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.06,
              48.44
            ],
            [
              -84.02,
              48.43
            ],
            [
              -83.99,
              48.4
            ],
            [
              -83.99,
              48.36
            ],
            [
              -84.04,
              48.32
            ],
            [
              -84.09,
              48.32
            ],
            [
              -84.11,
              48.3
            ],
            [
              -84.11,
              48.27
            ],
            [
              -84.13,
              48.23
            ],
            [
              -84.14,
              48.22
            ],
            [
              -84.16,
              48.22
            ],
            [
              -84.19,
              48.26
            ],
            [
              -84.19,
              48.34
            ],
            [
              -84.18,
              48.36
            ],
            [
              -84.11,
              48.39
            ],
            [
              -84.06,
              48.44
            ]
          ]
        ]
      },
      "raw_probability": 0.0496,
      "confidence_lo": 0.0008,
      "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": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "d0bf23f76c945a6be40fd5868785a4dbee6eb52fbd4675e72613c428e89689fe",
        "issued_at": "2026-07-31T17:47:28Z",
        "raw_probability": 0.0496,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "93efb5fb2f807726c4ce89336b59e3d3073bb4080451f022c8c79795251b87d8",
        "signature": {
          "alg": "ed25519",
          "sig": "1999f5a9cac0c91fdeba4836e4657eea390cece012c524c96e66f50c55c09654ab5f3d173c39ff27e194264265bb773e21c9679333fa1d4d2c1158b908a29706"
        }
      },
      "receipt_sha256": "93efb5fb2f807726c4ce89336b59e3d3073bb4080451f022c8c79795251b87d8"
    },
    {
      "storm_id": "226288",
      "lat": 26.8212,
      "lon": -76.4838,
      "motion_east": 2.4,
      "motion_south": 2.7,
      "valid_time": "20260731_173038 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2905.0,
      "ebshear": 24.0,
      "srh01": 26.0,
      "maxllaz": 0.0,
      "mesh": 0.22,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 26.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.4126
        },
        {
          "name": "alignment",
          "value": 1.8431
        },
        {
          "name": "tau",
          "value": 2.0604
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0491
      },
      "coherence_score": 2.060401439666748,
      "coherence_diagnostics": {
        "tau": 2.060401439666748,
        "grad_tau": 0.9142775535583496,
        "torsion": 0.0,
        "alignment": 1.8430736064910889,
        "S_field": 0.30813926458358765,
        "Gamma_field": 0.6220670342445374,
        "S_over_Gamma": 0.49534735083580017,
        "Da": 38.51104736328125,
        "E_coh": 0.8589484691619873,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -76.48,
              26.85
            ],
            [
              -76.45,
              26.84
            ],
            [
              -76.45,
              26.78
            ],
            [
              -76.5,
              26.78
            ],
            [
              -76.51,
              26.79
            ],
            [
              -76.51,
              26.84
            ],
            [
              -76.49,
              26.84
            ],
            [
              -76.48,
              26.85
            ]
          ]
        ]
      },
      "raw_probability": 0.0491,
      "confidence_lo": 0.0008,
      "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": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "6634f127e2ffb59638b01588df12c6aa84c6f8d33e4248fc7e7c93226aaf43b2",
        "issued_at": "2026-07-31T17:47:28Z",
        "raw_probability": 0.0491,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "891d69303a0ba83c5e321ec0ffd20ec601082006d58e9da219c03b840346b5bd",
        "signature": {
          "alg": "ed25519",
          "sig": "a7b6c05021398345f76f3f7ef7d09d897cdc2b234283fd6daf7bbb239bb94f24fdc30f33376a18d4a8c585b52dfbe9ca4f89f0a1b0c5b7ed5df7527b44696d0d"
        }
      },
      "receipt_sha256": "891d69303a0ba83c5e321ec0ffd20ec601082006d58e9da219c03b840346b5bd"
    },
    {
      "storm_id": "225696",
      "lat": 28.5468,
      "lon": -80.8993,
      "motion_east": 6.6,
      "motion_south": -1.0,
      "valid_time": "20260731_173038 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4079.0,
      "ebshear": 17.0,
      "srh01": 14.0,
      "maxllaz": 0.01,
      "mesh": 0.34,
      "flash_rate": 35.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 14.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.9126
        },
        {
          "name": "alignment",
          "value": -0.5538
        },
        {
          "name": "tau",
          "value": 2.652
        },
        {
          "name": "maxllaz",
          "value": 0.01
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0483
      },
      "coherence_score": 2.652017831802368,
      "coherence_diagnostics": {
        "tau": 2.652017831802368,
        "grad_tau": 0.3312094211578369,
        "torsion": 0.0,
        "alignment": -0.553830623626709,
        "S_field": 0.6585464477539062,
        "Gamma_field": 0.21956706047058105,
        "S_over_Gamma": 2.999295234680176,
        "Da": 14.291776657104492,
        "E_coh": 0.9719205498695374,
        "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": [
          [
            [
              -80.99,
              28.67
            ],
            [
              -80.96,
              28.67
            ],
            [
              -80.95,
              28.66
            ],
            [
              -80.93,
              28.66
            ],
            [
              -80.9,
              28.63
            ],
            [
              -80.84,
              28.62
            ],
            [
              -80.82,
              28.6
            ],
            [
              -80.81,
              28.6
            ],
            [
              -80.81,
              28.59
            ],
            [
              -80.79,
              28.57
            ],
            [
              -80.79,
              28.55
            ],
            [
              -80.78,
              28.54
            ],
            [
              -80.78,
              28.44
            ],
            [
              -80.79,
              28.43
            ],
            [
              -80.79,
              28.41
            ],
            [
              -80.84,
              28.37
            ],
            [
              -80.91,
              28.38
            ],
            [
              -80.92,
              28.39
            ],
            [
              -80.92,
              28.42
            ],
            [
              -80.97,
              28.46
            ],
            [
              -80.97,
              28.51
            ],
            [
              -80.95,
              28.53
            ],
            [
              -80.95,
              28.56
            ],
            [
              -80.98,
              28.58
            ],
            [
              -81.01,
              28.58
            ],
            [
              -81.02,
              28.59
            ],
            [
              -81.02,
              28.63
            ],
            [
              -80.99,
              28.67
            ]
          ]
        ]
      },
      "raw_probability": 0.0483,
      "confidence_lo": 0.0008,
      "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": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "1ccc3558310b2d9fb8e8935e48896445811507964969996c9ad27407b7b0e45f",
        "issued_at": "2026-07-31T17:47:28Z",
        "raw_probability": 0.0483,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4720d89f103ccdff25098b124d6b6ccb82068571c466fb35e468957cff8f3896",
        "signature": {
          "alg": "ed25519",
          "sig": "46bb570ef750e6ff940a65feab3a7c0f0dde1b29269023f838bb2f60d48766d6d95512e5dd33981d8b339ff999ef061ae2085ecd344648140d198942a5d3e700"
        }
      },
      "receipt_sha256": "4720d89f103ccdff25098b124d6b6ccb82068571c466fb35e468957cff8f3896"
    },
    {
      "storm_id": "226232",
      "lat": 48.8578,
      "lon": -86.7956,
      "motion_east": 3.4,
      "motion_south": 0.2,
      "valid_time": "20260731_173038 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1015.0,
      "ebshear": 21.0,
      "srh01": 42.0,
      "maxllaz": 0.0,
      "mesh": 0.14,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 42.0
        },
        {
          "name": "hrrr_pwat",
          "value": 22.5376
        },
        {
          "name": "alignment",
          "value": 2.1254
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0472
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.16865569353103638,
        "torsion": 0.0,
        "alignment": 2.1254472732543945,
        "S_field": 0.1211923211812973,
        "Gamma_field": 0.3412337303161621,
        "S_over_Gamma": 0.3551592528820038,
        "Da": 19.51862907409668,
        "E_coh": 0.07664339989423752,
        "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": [
          [
            [
              -86.83,
              48.89
            ],
            [
              -86.76,
              48.89
            ],
            [
              -86.74,
              48.87
            ],
            [
              -86.74,
              48.83
            ],
            [
              -86.75,
              48.82
            ],
            [
              -86.83,
              48.82
            ],
            [
              -86.84,
              48.83
            ],
            [
              -86.84,
              48.88
            ],
            [
              -86.83,
              48.89
            ]
          ]
        ]
      },
      "raw_probability": 0.0472,
      "confidence_lo": 0.0008,
      "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": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "040fd994144f10d3c090e099c45cc3d484ac7c5c756fd5c8732cc46ce6620980",
        "issued_at": "2026-07-31T17:47:28Z",
        "raw_probability": 0.0472,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "cae673fd6ac11ef2d87fccaafa1bd82e96fedfbc4c1107ecd00167e6276877b2",
        "signature": {
          "alg": "ed25519",
          "sig": "665e8dcfd3e62d352b3272c6f9e663714e4cf6d20524241b9b97fd0b2e40fc0f6a3729c86295d69dda21ec5492c444a009ede47bbbd1f143858905b6dd69c503"
        }
      },
      "receipt_sha256": "cae673fd6ac11ef2d87fccaafa1bd82e96fedfbc4c1107ecd00167e6276877b2"
    },
    {
      "storm_id": "226277",
      "lat": 47.2633,
      "lon": -83.3878,
      "motion_east": 3.4,
      "motion_south": 0.2,
      "valid_time": "20260731_173038 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1586.0,
      "ebshear": 9.0,
      "srh01": 24.0,
      "maxllaz": 0.001,
      "mesh": 0.19,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 24.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.4126
        },
        {
          "name": "alignment",
          "value": 3.6043
        },
        {
          "name": "tau",
          "value": 0.5304
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0467
      },
      "coherence_score": 0.5304234027862549,
      "coherence_diagnostics": {
        "tau": 0.5304234027862549,
        "grad_tau": 0.16407831013202667,
        "torsion": 0.0,
        "alignment": 3.604259967803955,
        "S_field": 0.2525724470615387,
        "Gamma_field": 0.538733720779419,
        "S_over_Gamma": 0.46882614493370056,
        "Da": 31.407451629638672,
        "E_coh": 0.7471026182174683,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.39,
              47.29
            ],
            [
              -83.36,
              47.29
            ],
            [
              -83.35,
              47.28
            ],
            [
              -83.35,
              47.23
            ],
            [
              -83.41,
              47.23
            ],
            [
              -83.42,
              47.24
            ],
            [
              -83.41,
              47.25
            ],
            [
              -83.41,
              47.27
            ],
            [
              -83.39,
              47.29
            ]
          ]
        ]
      },
      "raw_probability": 0.0467,
      "confidence_lo": 0.0008,
      "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": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "bc0656e0dcfb174532b206d0d8aa1ab199daf958ee01b884f48e959d10d86fa7",
        "issued_at": "2026-07-31T17:47:28Z",
        "raw_probability": 0.0467,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "df6b197806282aee0b47c9613dc8d30ed727610def420ebaa9773a0979d930b6",
        "signature": {
          "alg": "ed25519",
          "sig": "7f241e68e11a655b07912b3fa43f055e30f5225322d871aec6f85a1674e5f6e3d9a73604d30f05abed6e66ed8bf197775b538bc77f410d3465619a4e95fb470b"
        }
      },
      "receipt_sha256": "df6b197806282aee0b47c9613dc8d30ed727610def420ebaa9773a0979d930b6"
    },
    {
      "storm_id": "226266",
      "lat": 46.6562,
      "lon": -67.3575,
      "motion_east": 3.4,
      "motion_south": 0.2,
      "valid_time": "20260731_173038 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 5.0,
      "ebshear": 1.0,
      "srh01": 0.0,
      "maxllaz": 0.0,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.1626
        },
        {
          "name": "alignment",
          "value": 1.116
        },
        {
          "name": "tau",
          "value": 0.1444
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0462
      },
      "coherence_score": 0.14444394409656525,
      "coherence_diagnostics": {
        "tau": 0.14444394409656525,
        "grad_tau": 0.10962823033332825,
        "torsion": 0.0,
        "alignment": 1.1159992218017578,
        "S_field": 0.09658380597829819,
        "Gamma_field": 0.17290039360523224,
        "S_over_Gamma": 0.5586095452308655,
        "Da": 10.563050270080566,
        "E_coh": 0.06090064346790314,
        "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": [
          [
            [
              -67.37,
              46.69
            ],
            [
              -67.32,
              46.69
            ],
            [
              -67.32,
              46.67
            ],
            [
              -67.36,
              46.62
            ],
            [
              -67.36,
              46.61
            ],
            [
              -67.38,
              46.6
            ],
            [
              -67.38,
              46.68
            ],
            [
              -67.37,
              46.69
            ]
          ]
        ]
      },
      "raw_probability": 0.0462,
      "confidence_lo": 0.0008,
      "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": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "a10300b19e8f3102359f897b17f6e8a6076b4cd1dcc622dd8b0635cfccc498af",
        "issued_at": "2026-07-31T17:47:28Z",
        "raw_probability": 0.0462,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "86ed1e89180f543125090fc9a2eda71cafd4534f9bac1ebb1c5b9dfb11cf096c",
        "signature": {
          "alg": "ed25519",
          "sig": "0a53623381c5855d603dece5fe976d0b1b68c111dfb05132802fe09d794ef31fb3c7c4d005fd7d3dbc42a5585050d05ce10f7445b30c6b966e2b68709aeb8c0f"
        }
      },
      "receipt_sha256": "86ed1e89180f543125090fc9a2eda71cafd4534f9bac1ebb1c5b9dfb11cf096c"
    },
    {
      "storm_id": "226253",
      "lat": 32.6258,
      "lon": -80.735,
      "motion_east": 3.4,
      "motion_south": 0.2,
      "valid_time": "20260731_173038 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1204.0,
      "ebshear": 30.0,
      "srh01": 4.0,
      "maxllaz": 0.006,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 4.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.4126
        },
        {
          "name": "alignment",
          "value": -0.1646
        },
        {
          "name": "tau",
          "value": 1.9781
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.046
      },
      "coherence_score": 1.9781421422958374,
      "coherence_diagnostics": {
        "tau": 1.9781421422958374,
        "grad_tau": 0.5006910562515259,
        "torsion": 0.0,
        "alignment": -0.16464519500732422,
        "S_field": 0.3038569390773773,
        "Gamma_field": 0.2879004180431366,
        "S_over_Gamma": 1.0554237365722656,
        "Da": 17.707429885864258,
        "E_coh": 0.8437013030052185,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -80.76,
              32.66
            ],
            [
              -80.7,
              32.66
            ],
            [
              -80.7,
              32.65
            ],
            [
              -80.72,
              32.65
            ],
            [
              -80.75,
              32.63
            ],
            [
              -80.73,
              32.61
            ],
            [
              -80.7,
              32.6
            ],
            [
              -80.71,
              32.59
            ],
            [
              -80.77,
              32.58
            ],
            [
              -80.77,
              32.6
            ],
            [
              -80.75,
              32.62
            ],
            [
              -80.76,
              32.66
            ]
          ]
        ]
      },
      "raw_probability": 0.046,
      "confidence_lo": 0.0008,
      "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": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "84e6d00bfc41eedf4a1b8e3d5963c875b4c622c98b218ed79044fd73360bced2",
        "issued_at": "2026-07-31T17:47:28Z",
        "raw_probability": 0.046,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ccebfd14f1ef144e17a56289513a26b8de0454fe68d9f275bb09ca0b666c6374",
        "signature": {
          "alg": "ed25519",
          "sig": "9aac6983febf7c2cd72c758467f4af4e1f86e12d3de3f00f72c02ecbbc05f25ce0fe821ac8bec911ac927757b2f38a2b8511c17c5ea6e39706acfc8567df0a02"
        }
      },
      "receipt_sha256": "ccebfd14f1ef144e17a56289513a26b8de0454fe68d9f275bb09ca0b666c6374"
    },
    {
      "storm_id": "226094",
      "lat": 26.6492,
      "lon": -81.1592,
      "motion_east": 3.4,
      "motion_south": 0.2,
      "valid_time": "20260731_173038 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3028.0,
      "ebshear": 13.0,
      "srh01": 22.0,
      "maxllaz": 0.001,
      "mesh": 0.07,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 22.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.9126
        },
        {
          "name": "alignment",
          "value": -0.0871
        },
        {
          "name": "tau",
          "value": 1.7126
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0445
      },
      "coherence_score": 1.7125914096832275,
      "coherence_diagnostics": {
        "tau": 1.7125914096832275,
        "grad_tau": 0.5947495698928833,
        "torsion": 0.0,
        "alignment": -0.08709007501602173,
        "S_field": 0.5623779296875,
        "Gamma_field": 0.27040040493011475,
        "S_over_Gamma": 2.0797970294952393,
        "Da": 17.4460506439209,
        "E_coh": 0.9746310710906982,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.17,
              26.69
            ],
            [
              -81.14,
              26.69
            ],
            [
              -81.12,
              26.67
            ],
            [
              -81.11,
              26.65
            ],
            [
              -81.11,
              26.62
            ],
            [
              -81.13,
              26.62
            ],
            [
              -81.16,
              26.6
            ],
            [
              -81.19,
              26.6
            ],
            [
              -81.21,
              26.61
            ],
            [
              -81.22,
              26.67
            ],
            [
              -81.18,
              26.68
            ],
            [
              -81.17,
              26.69
            ]
          ]
        ]
      },
      "raw_probability": 0.0445,
      "confidence_lo": 0.0008,
      "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": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "20fc6b0384cb60d2b293f80e41e3de17751b68d93912a830f674f1e59cb7e307",
        "issued_at": "2026-07-31T17:47:28Z",
        "raw_probability": 0.0445,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "49cd87d3e23351454d7bd8c47347d145b5e6c4c2b46b0255907244a1740ff7a0",
        "signature": {
          "alg": "ed25519",
          "sig": "331e3f07d102bce3b22335159377b946d9c203fe3fcbb4db188083697847993f6d5ec14c6490b3718fc194482927c7d67222e99b3b3abb02c0d38352c8c3d00f"
        }
      },
      "receipt_sha256": "49cd87d3e23351454d7bd8c47347d145b5e6c4c2b46b0255907244a1740ff7a0"
    },
    {
      "storm_id": "226241",
      "lat": 26.8642,
      "lon": -80.8783,
      "motion_east": 3.4,
      "motion_south": 0.2,
      "valid_time": "20260731_173038 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3473.0,
      "ebshear": 15.0,
      "srh01": 21.0,
      "maxllaz": 0.007,
      "mesh": 0.1,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 21.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.9126
        },
        {
          "name": "alignment",
          "value": -0.0871
        },
        {
          "name": "tau",
          "value": 1.7126
        },
        {
          "name": "maxllaz",
          "value": 0.007
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0427
      },
      "coherence_score": 1.7125914096832275,
      "coherence_diagnostics": {
        "tau": 1.7125914096832275,
        "grad_tau": 0.5947495698928833,
        "torsion": 0.0,
        "alignment": -0.08709007501602173,
        "S_field": 0.5623779296875,
        "Gamma_field": 0.27040040493011475,
        "S_over_Gamma": 2.0797970294952393,
        "Da": 17.4460506439209,
        "E_coh": 0.9746310710906982,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -80.93,
              26.92
            ],
            [
              -80.84,
              26.92
            ],
            [
              -80.83,
              26.9
            ],
            [
              -80.83,
              26.84
            ],
            [
              -80.82,
              26.83
            ],
            [
              -80.84,
              26.82
            ],
            [
              -80.87,
              26.82
            ],
            [
              -80.88,
              26.83
            ],
            [
              -80.92,
              26.84
            ],
            [
              -80.92,
              26.86
            ],
            [
              -80.93,
              26.87
            ],
            [
              -80.93,
              26.92
            ]
          ]
        ]
      },
      "raw_probability": 0.0427,
      "confidence_lo": 0.0008,
      "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": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "86478106a386204b3a42d3265b7c5ba9b5d7bbadaffcb3c5861cb9824389d78e",
        "issued_at": "2026-07-31T17:47:28Z",
        "raw_probability": 0.0427,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "482d5b195ec69143e814baabb60762e0e66919eaed1430b9b81137977a040d0d",
        "signature": {
          "alg": "ed25519",
          "sig": "d8a4da692ebdacdfcad48cf56ecf82881b293ee507a6321d284981e4a96c2fedf01e99843b2ac548ae1cd72a51426abfadb1d50423d03fa33fb9b0f5abf3c50e"
        }
      },
      "receipt_sha256": "482d5b195ec69143e814baabb60762e0e66919eaed1430b9b81137977a040d0d"
    },
    {
      "storm_id": "226210",
      "lat": 27.105,
      "lon": -82.6025,
      "motion_east": 3.4,
      "motion_south": 0.2,
      "valid_time": "20260731_173038 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3487.0,
      "ebshear": 10.0,
      "srh01": 5.0,
      "maxllaz": 0.002,
      "mesh": 0.03,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 5.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.4126
        },
        {
          "name": "alignment",
          "value": -0.3752
        },
        {
          "name": "tau",
          "value": 1.833
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0426
      },
      "coherence_score": 1.8330047130584717,
      "coherence_diagnostics": {
        "tau": 1.8330047130584717,
        "grad_tau": 0.5753656625747681,
        "torsion": 0.0,
        "alignment": -0.3752296566963196,
        "S_field": 0.6466192603111267,
        "Gamma_field": 0.2254003882408142,
        "S_over_Gamma": 2.8687584400177,
        "Da": 14.1919527053833,
        "E_coh": 0.9815115332603455,
        "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,
              27.14
            ],
            [
              -82.55,
              27.14
            ],
            [
              -82.57,
              27.1
            ],
            [
              -82.57,
              27.07
            ],
            [
              -82.59,
              27.06
            ],
            [
              -82.63,
              27.06
            ],
            [
              -82.64,
              27.07
            ],
            [
              -82.64,
              27.1
            ],
            [
              -82.65,
              27.12
            ],
            [
              -82.64,
              27.13
            ],
            [
              -82.59,
              27.13
            ],
            [
              -82.58,
              27.14
            ]
          ]
        ]
      },
      "raw_probability": 0.0426,
      "confidence_lo": 0.0008,
      "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": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "b03a06c589e1ffd02afaff01b13beb46e00df3d8aade59463b8d1ef6c83db3fd",
        "issued_at": "2026-07-31T17:47:28Z",
        "raw_probability": 0.0426,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "789bedff1028325d1b87b3e5ee19ba0f82dd226f6b753420efb27de79aaf897a",
        "signature": {
          "alg": "ed25519",
          "sig": "bc3c3f4b7417072a9739523e4aafcd30e06cfe522a4fd521970f32c71a65534c7743c38ee9ae819c5c1753ee2a671ac3a6892e73846d97adf6dc0b5e9b448c02"
        }
      },
      "receipt_sha256": "789bedff1028325d1b87b3e5ee19ba0f82dd226f6b753420efb27de79aaf897a"
    },
    {
      "storm_id": "226286",
      "lat": 27.8658,
      "lon": -81.6567,
      "motion_east": 3.4,
      "motion_south": 0.2,
      "valid_time": "20260731_173038 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3627.0,
      "ebshear": 12.0,
      "srh01": 14.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 14.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.0376
        },
        {
          "name": "alignment",
          "value": -0.4913
        },
        {
          "name": "tau",
          "value": 2.2028
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0398
      },
      "coherence_score": 2.2028050422668457,
      "coherence_diagnostics": {
        "tau": 2.2028050422668457,
        "grad_tau": 0.46971896290779114,
        "torsion": 0.0,
        "alignment": -0.4913110136985779,
        "S_field": 0.4780586361885071,
        "Gamma_field": 0.27706706523895264,
        "S_over_Gamma": 1.7254257202148438,
        "Da": 17.779205322265625,
        "E_coh": 0.967120349407196,
        "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": [
          [
            [
              -81.64,
              27.91
            ],
            [
              -81.63,
              27.91
            ],
            [
              -81.63,
              27.89
            ],
            [
              -81.64,
              27.88
            ],
            [
              -81.64,
              27.84
            ],
            [
              -81.66,
              27.82
            ],
            [
              -81.66,
              27.81
            ],
            [
              -81.68,
              27.81
            ],
            [
              -81.7,
              27.84
            ],
            [
              -81.7,
              27.88
            ],
            [
              -81.66,
              27.89
            ],
            [
              -81.64,
              27.91
            ]
          ]
        ]
      },
      "raw_probability": 0.0398,
      "confidence_lo": 0.0008,
      "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": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "8c709b91d0df7260e67ffb60c05c7335a01751048ce85f4f00bc00c05b8ab012",
        "issued_at": "2026-07-31T17:47:28Z",
        "raw_probability": 0.0398,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f5df08b98a26b0dc9c6614f6327ec58361a135e90df2f0890886e488adbb15c2",
        "signature": {
          "alg": "ed25519",
          "sig": "76e1b69fa8d8fac93e6c08c4a76ff4624ff847dc88b9401fc623fb433b167706cecb876e60fde71c882cdd1c88f6813553164fd6c9445e9bf27824013c8f040a"
        }
      },
      "receipt_sha256": "f5df08b98a26b0dc9c6614f6327ec58361a135e90df2f0890886e488adbb15c2"
    },
    {
      "storm_id": "226058",
      "lat": 27.76,
      "lon": -80.7433,
      "motion_east": 3.8,
      "motion_south": 0.0,
      "valid_time": "20260731_173038 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3495.0,
      "ebshear": 16.0,
      "srh01": 9.0,
      "maxllaz": 0.002,
      "mesh": 0.1,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 9.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.7876
        },
        {
          "name": "alignment",
          "value": 0.2381
        },
        {
          "name": "tau",
          "value": 2.2694
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0375
      },
      "coherence_score": 2.2694389820098877,
      "coherence_diagnostics": {
        "tau": 2.2694389820098877,
        "grad_tau": 0.5592242479324341,
        "torsion": 0.0,
        "alignment": 0.2380833774805069,
        "S_field": 0.49482807517051697,
        "Gamma_field": 0.24956704676151276,
        "S_over_Gamma": 1.9827460050582886,
        "Da": 16.034250259399414,
        "E_coh": 0.9624320268630981,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -80.78,
              27.83
            ],
            [
              -80.7,
              27.82
            ],
            [
              -80.69,
              27.8
            ],
            [
              -80.69,
              27.76
            ],
            [
              -80.68,
              27.75
            ],
            [
              -80.69,
              27.74
            ],
            [
              -80.69,
              27.71
            ],
            [
              -80.7,
              27.7
            ],
            [
              -80.72,
              27.69
            ],
            [
              -80.73,
              27.7
            ],
            [
              -80.76,
              27.7
            ],
            [
              -80.78,
              27.72
            ],
            [
              -80.79,
              27.74
            ],
            [
              -80.79,
              27.77
            ],
            [
              -80.81,
              27.8
            ],
            [
              -80.81,
              27.81
            ],
            [
              -80.79,
              27.81
            ],
            [
              -80.78,
              27.83
            ]
          ]
        ]
      },
      "raw_probability": 0.0375,
      "confidence_lo": 0.0008,
      "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": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "cf793cda5cb66e8a357b6c1fe7a39c68a51c7afa8779d1ca56f6f71b8c117c1f",
        "issued_at": "2026-07-31T17:47:28Z",
        "raw_probability": 0.0375,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "84e0382186246cad17c2f7762396ad1005e9d3513ac0cbdf8a76a085410bc394",
        "signature": {
          "alg": "ed25519",
          "sig": "04ddb96e174b1b46941c42a0f318db162b6f6230a7cac6fefecf6b997411bafdfeda06a042da16da16f4a999c42b8d0fe05736407a95509888e33f98d33b2a03"
        }
      },
      "receipt_sha256": "84e0382186246cad17c2f7762396ad1005e9d3513ac0cbdf8a76a085410bc394"
    },
    {
      "storm_id": "226142",
      "lat": 27.4255,
      "lon": -81.7518,
      "motion_east": 3.4,
      "motion_south": 0.2,
      "valid_time": "20260731_173038 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4251.0,
      "ebshear": 9.0,
      "srh01": 11.0,
      "maxllaz": 0.003,
      "mesh": 0.19,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 11.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.0376
        },
        {
          "name": "alignment",
          "value": -0.4913
        },
        {
          "name": "tau",
          "value": 2.2028
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0375
      },
      "coherence_score": 2.2028050422668457,
      "coherence_diagnostics": {
        "tau": 2.2028050422668457,
        "grad_tau": 0.46971896290779114,
        "torsion": 0.0,
        "alignment": -0.4913110136985779,
        "S_field": 0.4780586361885071,
        "Gamma_field": 0.27706706523895264,
        "S_over_Gamma": 1.7254257202148438,
        "Da": 17.779205322265625,
        "E_coh": 0.967120349407196,
        "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": [
          [
            [
              -81.74,
              27.46
            ],
            [
              -81.72,
              27.45
            ],
            [
              -81.72,
              27.42
            ],
            [
              -81.71,
              27.4
            ],
            [
              -81.73,
              27.38
            ],
            [
              -81.78,
              27.38
            ],
            [
              -81.8,
              27.4
            ],
            [
              -81.8,
              27.43
            ],
            [
              -81.78,
              27.45
            ],
            [
              -81.75,
              27.45
            ],
            [
              -81.74,
              27.46
            ]
          ]
        ]
      },
      "raw_probability": 0.0375,
      "confidence_lo": 0.0008,
      "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": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "cf793cda5cb66e8a357b6c1fe7a39c68a51c7afa8779d1ca56f6f71b8c117c1f",
        "issued_at": "2026-07-31T17:47:28Z",
        "raw_probability": 0.0375,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "84e0382186246cad17c2f7762396ad1005e9d3513ac0cbdf8a76a085410bc394",
        "signature": {
          "alg": "ed25519",
          "sig": "04ddb96e174b1b46941c42a0f318db162b6f6230a7cac6fefecf6b997411bafdfeda06a042da16da16f4a999c42b8d0fe05736407a95509888e33f98d33b2a03"
        }
      },
      "receipt_sha256": "84e0382186246cad17c2f7762396ad1005e9d3513ac0cbdf8a76a085410bc394"
    },
    {
      "storm_id": "225975",
      "lat": 48.0456,
      "lon": -84.5256,
      "motion_east": 4.4,
      "motion_south": 0.1,
      "valid_time": "20260731_173038 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 832.0,
      "ebshear": 16.0,
      "srh01": 9.0,
      "maxllaz": 0.004,
      "mesh": 0.43,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 9.0
        },
        {
          "name": "hrrr_pwat",
          "value": 29.5376
        },
        {
          "name": "alignment",
          "value": 1.6746
        },
        {
          "name": "tau",
          "value": 0.1858
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0374
      },
      "coherence_score": 0.18578793108463287,
      "coherence_diagnostics": {
        "tau": 0.18578793108463287,
        "grad_tau": 0.1575762778520584,
        "torsion": 0.0,
        "alignment": 1.6745867729187012,
        "S_field": 0.09331579506397247,
        "Gamma_field": 0.31456705927848816,
        "S_over_Gamma": 0.2966483235359192,
        "Da": 18.843067169189453,
        "E_coh": 0.30081358551979065,
        "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": [
          [
            [
              -84.54,
              48.08
            ],
            [
              -84.5,
              48.08
            ],
            [
              -84.49,
              48.07
            ],
            [
              -84.49,
              48.02
            ],
            [
              -84.51,
              48.0
            ],
            [
              -84.54,
              48.0
            ],
            [
              -84.56,
              48.02
            ],
            [
              -84.56,
              48.06
            ],
            [
              -84.54,
              48.08
            ]
          ]
        ]
      },
      "raw_probability": 0.0374,
      "confidence_lo": 0.0008,
      "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": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "2636397bc8762b1de0457ecd0bf120537d356716b0b1adcba39a282ade7126fc",
        "issued_at": "2026-07-31T17:47:28Z",
        "raw_probability": 0.0374,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c9cb997478375ac51b48933db5606e7019588d20dd7ce1380249f7e2c6cbe022",
        "signature": {
          "alg": "ed25519",
          "sig": "c21c9c1037f3032918bd14693fa60d9e5990883a30cc9b537c48e113c8eed4758821efb1410366efbf6f9aca69cdaa1ecf62248f3ed0f8fe593306ea6434d300"
        }
      },
      "receipt_sha256": "c9cb997478375ac51b48933db5606e7019588d20dd7ce1380249f7e2c6cbe022"
    },
    {
      "storm_id": "226148",
      "lat": 27.2337,
      "lon": -81.0979,
      "motion_east": 3.4,
      "motion_south": 0.2,
      "valid_time": "20260731_173038 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3819.0,
      "ebshear": 14.0,
      "srh01": 8.0,
      "maxllaz": 0.001,
      "mesh": 0.04,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 8.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.0376
        },
        {
          "name": "alignment",
          "value": -0.4913
        },
        {
          "name": "tau",
          "value": 2.2028
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0374
      },
      "coherence_score": 2.2028050422668457,
      "coherence_diagnostics": {
        "tau": 2.2028050422668457,
        "grad_tau": 0.46971896290779114,
        "torsion": 0.0,
        "alignment": -0.4913110136985779,
        "S_field": 0.4780586361885071,
        "Gamma_field": 0.27706706523895264,
        "S_over_Gamma": 1.7254257202148438,
        "Da": 17.779205322265625,
        "E_coh": 0.967120349407196,
        "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": [
          [
            [
              -81.12,
              27.28
            ],
            [
              -81.11,
              27.27
            ],
            [
              -81.09,
              27.28
            ],
            [
              -81.05,
              27.28
            ],
            [
              -81.04,
              27.27
            ],
            [
              -81.05,
              27.26
            ],
            [
              -81.05,
              27.22
            ],
            [
              -81.06,
              27.21
            ],
            [
              -81.05,
              27.2
            ],
            [
              -81.06,
              27.18
            ],
            [
              -81.07,
              27.18
            ],
            [
              -81.08,
              27.2
            ],
            [
              -81.12,
              27.18
            ],
            [
              -81.14,
              27.18
            ],
            [
              -81.17,
              27.21
            ],
            [
              -81.18,
              27.24
            ],
            [
              -81.16,
              27.26
            ],
            [
              -81.14,
              27.26
            ],
            [
              -81.12,
              27.28
            ]
          ]
        ]
      },
      "raw_probability": 0.0374,
      "confidence_lo": 0.0008,
      "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": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "2636397bc8762b1de0457ecd0bf120537d356716b0b1adcba39a282ade7126fc",
        "issued_at": "2026-07-31T17:47:28Z",
        "raw_probability": 0.0374,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c9cb997478375ac51b48933db5606e7019588d20dd7ce1380249f7e2c6cbe022",
        "signature": {
          "alg": "ed25519",
          "sig": "c21c9c1037f3032918bd14693fa60d9e5990883a30cc9b537c48e113c8eed4758821efb1410366efbf6f9aca69cdaa1ecf62248f3ed0f8fe593306ea6434d300"
        }
      },
      "receipt_sha256": "c9cb997478375ac51b48933db5606e7019588d20dd7ce1380249f7e2c6cbe022"
    },
    {
      "storm_id": "226208",
      "lat": 27.7207,
      "lon": -81.2336,
      "motion_east": 3.4,
      "motion_south": 0.2,
      "valid_time": "20260731_173038 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3706.0,
      "ebshear": 13.0,
      "srh01": 12.0,
      "maxllaz": 0.001,
      "mesh": 0.34,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 12.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.0376
        },
        {
          "name": "alignment",
          "value": -0.4913
        },
        {
          "name": "tau",
          "value": 2.2028
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0374
      },
      "coherence_score": 2.2028050422668457,
      "coherence_diagnostics": {
        "tau": 2.2028050422668457,
        "grad_tau": 0.46971896290779114,
        "torsion": 0.0,
        "alignment": -0.4913110136985779,
        "S_field": 0.4780586361885071,
        "Gamma_field": 0.27706706523895264,
        "S_over_Gamma": 1.7254257202148438,
        "Da": 17.779205322265625,
        "E_coh": 0.967120349407196,
        "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": [
          [
            [
              -81.25,
              27.77
            ],
            [
              -81.23,
              27.77
            ],
            [
              -81.21,
              27.75
            ],
            [
              -81.2,
              27.75
            ],
            [
              -81.2,
              27.73
            ],
            [
              -81.19,
              27.72
            ],
            [
              -81.19,
              27.66
            ],
            [
              -81.21,
              27.65
            ],
            [
              -81.25,
              27.65
            ],
            [
              -81.27,
              27.67
            ],
            [
              -81.28,
              27.72
            ],
            [
              -81.27,
              27.73
            ],
            [
              -81.27,
              27.75
            ],
            [
              -81.25,
              27.77
            ]
          ]
        ]
      },
      "raw_probability": 0.0374,
      "confidence_lo": 0.0008,
      "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": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "2636397bc8762b1de0457ecd0bf120537d356716b0b1adcba39a282ade7126fc",
        "issued_at": "2026-07-31T17:47:28Z",
        "raw_probability": 0.0374,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c9cb997478375ac51b48933db5606e7019588d20dd7ce1380249f7e2c6cbe022",
        "signature": {
          "alg": "ed25519",
          "sig": "c21c9c1037f3032918bd14693fa60d9e5990883a30cc9b537c48e113c8eed4758821efb1410366efbf6f9aca69cdaa1ecf62248f3ed0f8fe593306ea6434d300"
        }
      },
      "receipt_sha256": "c9cb997478375ac51b48933db5606e7019588d20dd7ce1380249f7e2c6cbe022"
    },
    {
      "storm_id": "226287",
      "lat": 27.8309,
      "lon": -81.1282,
      "motion_east": 4.0,
      "motion_south": 0.0,
      "valid_time": "20260731_173038 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3605.0,
      "ebshear": 14.0,
      "srh01": 11.0,
      "maxllaz": 0.002,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 11.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.0376
        },
        {
          "name": "alignment",
          "value": -0.4913
        },
        {
          "name": "tau",
          "value": 2.2028
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0366
      },
      "coherence_score": 2.2028050422668457,
      "coherence_diagnostics": {
        "tau": 2.2028050422668457,
        "grad_tau": 0.46971896290779114,
        "torsion": 0.0,
        "alignment": -0.4913110136985779,
        "S_field": 0.4780586361885071,
        "Gamma_field": 0.27706706523895264,
        "S_over_Gamma": 1.7254257202148438,
        "Da": 17.779205322265625,
        "E_coh": 0.967120349407196,
        "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": [
          [
            [
              -81.17,
              27.86
            ],
            [
              -81.15,
              27.85
            ],
            [
              -81.09,
              27.85
            ],
            [
              -81.07,
              27.84
            ],
            [
              -81.07,
              27.83
            ],
            [
              -81.09,
              27.8
            ],
            [
              -81.11,
              27.8
            ],
            [
              -81.14,
              27.78
            ],
            [
              -81.18,
              27.83
            ],
            [
              -81.17,
              27.84
            ],
            [
              -81.17,
              27.86
            ]
          ]
        ]
      },
      "raw_probability": 0.0366,
      "confidence_lo": 0.0008,
      "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": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "79e7e264faac4351fbcc929930e37fe65230fef52ae649d879707bac37c5caf6",
        "issued_at": "2026-07-31T17:47:28Z",
        "raw_probability": 0.0366,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "98ee9a03c47a29925a90cee283868b84c8e48bee58e3e39f4848d480a5a2f36a",
        "signature": {
          "alg": "ed25519",
          "sig": "c0e56aaa9d691c5ed42a2861585cfa44cd3e8af5d44aede1f547743bab8a0e5bd4fd7714e543cf8b18cc634de750fe1ec3d6004eb24f79bc96954b901b81de06"
        }
      },
      "receipt_sha256": "98ee9a03c47a29925a90cee283868b84c8e48bee58e3e39f4848d480a5a2f36a"
    },
    {
      "storm_id": "226014",
      "lat": 27.7289,
      "lon": -81.5044,
      "motion_east": 3.4,
      "motion_south": 0.2,
      "valid_time": "20260731_173038 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3698.0,
      "ebshear": 11.0,
      "srh01": 14.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 14.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.0376
        },
        {
          "name": "alignment",
          "value": -0.4913
        },
        {
          "name": "tau",
          "value": 2.2028
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0343
      },
      "coherence_score": 2.2028050422668457,
      "coherence_diagnostics": {
        "tau": 2.2028050422668457,
        "grad_tau": 0.46971896290779114,
        "torsion": 0.0,
        "alignment": -0.4913110136985779,
        "S_field": 0.4780586361885071,
        "Gamma_field": 0.27706706523895264,
        "S_over_Gamma": 1.7254257202148438,
        "Da": 17.779205322265625,
        "E_coh": 0.967120349407196,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.54,
              27.76
            ],
            [
              -81.49,
              27.76
            ],
            [
              -81.48,
              27.75
            ],
            [
              -81.49,
              27.73
            ],
            [
              -81.49,
              27.71
            ],
            [
              -81.48,
              27.7
            ],
            [
              -81.49,
              27.69
            ],
            [
              -81.54,
              27.7
            ],
            [
              -81.54,
              27.76
            ]
          ]
        ]
      },
      "raw_probability": 0.0343,
      "confidence_lo": 0.0008,
      "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": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "80cea9926ed7057dbfc54fb423687f7057c6fa7e580fdf777e8d7aa56eb4ab64",
        "issued_at": "2026-07-31T17:47:28Z",
        "raw_probability": 0.0343,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8c25bf8d9cf7336794cdf056f6cb0d90ab83ecb79398d1c7ddbb8e47bc5091ea",
        "signature": {
          "alg": "ed25519",
          "sig": "891ab23ec5397151e562863251c8a9bc851d902479da88863500d6c886e169c3217d57ea6a38937799198343b07ffdc3df9e700c5f64c63edf57ef8766ebbc0c"
        }
      },
      "receipt_sha256": "8c25bf8d9cf7336794cdf056f6cb0d90ab83ecb79398d1c7ddbb8e47bc5091ea"
    },
    {
      "storm_id": "225976",
      "lat": 47.6333,
      "lon": -84.4211,
      "motion_east": 3.4,
      "motion_south": 0.2,
      "valid_time": "20260731_173038 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1077.0,
      "ebshear": 15.0,
      "srh01": 25.0,
      "maxllaz": 0.003,
      "mesh": 0.3,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 25.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.4126
        },
        {
          "name": "alignment",
          "value": 0.2527
        },
        {
          "name": "tau",
          "value": 0.3102
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0339
      },
      "coherence_score": 0.31019726395606995,
      "coherence_diagnostics": {
        "tau": 0.31019726395606995,
        "grad_tau": 0.14627139270305634,
        "torsion": 0.0,
        "alignment": 0.2526644766330719,
        "S_field": 0.12464188039302826,
        "Gamma_field": 0.6554004549980164,
        "S_over_Gamma": 0.19017668068408966,
        "Da": 39.901329040527344,
        "E_coh": 0.32127341628074646,
        "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": [
          [
            [
              -84.44,
              47.67
            ],
            [
              -84.39,
              47.67
            ],
            [
              -84.38,
              47.66
            ],
            [
              -84.38,
              47.61
            ],
            [
              -84.4,
              47.59
            ],
            [
              -84.44,
              47.59
            ],
            [
              -84.46,
              47.61
            ],
            [
              -84.46,
              47.63
            ],
            [
              -84.44,
              47.67
            ]
          ]
        ]
      },
      "raw_probability": 0.0339,
      "confidence_lo": 0.0008,
      "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": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "f44e814f6a1cc89e4a25582db7184f2577a444b932f4fd3a80886b87c76322c0",
        "issued_at": "2026-07-31T17:47:28Z",
        "raw_probability": 0.0339,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "75e60c20ff31e5e35c5d2ff64f1c6d42b1472e867072aabc907cfa4d54643ebe",
        "signature": {
          "alg": "ed25519",
          "sig": "2b8bfe4f1bf664a83d8cfb7990e9966447f00f153861d49e85d1f3dde738d3183cc5fe705c3161c741b1518d60071f07332ff9a5ba6280bbc28e61af88b41303"
        }
      },
      "receipt_sha256": "75e60c20ff31e5e35c5d2ff64f1c6d42b1472e867072aabc907cfa4d54643ebe"
    },
    {
      "storm_id": "226276",
      "lat": 47.5711,
      "lon": -84.2578,
      "motion_east": 3.4,
      "motion_south": 0.2,
      "valid_time": "20260731_173038 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1040.0,
      "ebshear": 13.0,
      "srh01": 21.0,
      "maxllaz": 0.003,
      "mesh": 0.15,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 21.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.4126
        },
        {
          "name": "alignment",
          "value": 0.2527
        },
        {
          "name": "tau",
          "value": 0.3102
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0339
      },
      "coherence_score": 0.31019726395606995,
      "coherence_diagnostics": {
        "tau": 0.31019726395606995,
        "grad_tau": 0.14627139270305634,
        "torsion": 0.0,
        "alignment": 0.2526644766330719,
        "S_field": 0.12464188039302826,
        "Gamma_field": 0.6554004549980164,
        "S_over_Gamma": 0.19017668068408966,
        "Da": 39.901329040527344,
        "E_coh": 0.32127341628074646,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.28,
              47.6
            ],
            [
              -84.23,
              47.6
            ],
            [
              -84.22,
              47.59
            ],
            [
              -84.22,
              47.55
            ],
            [
              -84.24,
              47.53
            ],
            [
              -84.27,
              47.53
            ],
            [
              -84.29,
              47.55
            ],
            [
              -84.29,
              47.59
            ],
            [
              -84.28,
              47.6
            ]
          ]
        ]
      },
      "raw_probability": 0.0339,
      "confidence_lo": 0.0008,
      "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": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "f44e814f6a1cc89e4a25582db7184f2577a444b932f4fd3a80886b87c76322c0",
        "issued_at": "2026-07-31T17:47:28Z",
        "raw_probability": 0.0339,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "75e60c20ff31e5e35c5d2ff64f1c6d42b1472e867072aabc907cfa4d54643ebe",
        "signature": {
          "alg": "ed25519",
          "sig": "2b8bfe4f1bf664a83d8cfb7990e9966447f00f153861d49e85d1f3dde738d3183cc5fe705c3161c741b1518d60071f07332ff9a5ba6280bbc28e61af88b41303"
        }
      },
      "receipt_sha256": "75e60c20ff31e5e35c5d2ff64f1c6d42b1472e867072aabc907cfa4d54643ebe"
    }
  ]
}
