{
  "forecast_id": "to_fcst_20260813_0720",
  "hazard": "tornado",
  "issued_at": "2026-08-13T07:20:25Z",
  "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": 171,
  "top_probability": 0.0201,
  "source_artifacts": [
    "/data/live-tornadoes.json",
    "/data/tornado-storms.geojson"
  ],
  "storms": [
    {
      "storm_id": "234330",
      "lat": 38.6589,
      "lon": -91.5144,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0201,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1770.0,
      "ebshear": 32.0,
      "srh01": 191.0,
      "maxllaz": 0.002,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 191.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.3575
        },
        {
          "name": "alignment",
          "value": 10.1975
        },
        {
          "name": "tau",
          "value": 1.9373
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.7165
      },
      "coherence_score": 1.9372601509094238,
      "coherence_diagnostics": {
        "tau": 1.9372601509094238,
        "grad_tau": 0.5613981485366821,
        "torsion": 0.0,
        "alignment": 10.197450637817383,
        "S_field": 1.7955703735351562,
        "Gamma_field": 0.573944091796875,
        "S_over_Gamma": 3.128476142883301,
        "Da": 36.925601959228516,
        "E_coh": 0.7853017449378967,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -91.54,
              38.7
            ],
            [
              -91.51,
              38.7
            ],
            [
              -91.47,
              38.67
            ],
            [
              -91.47,
              38.62
            ],
            [
              -91.48,
              38.61
            ],
            [
              -91.52,
              38.61
            ],
            [
              -91.55,
              38.63
            ],
            [
              -91.55,
              38.69
            ],
            [
              -91.54,
              38.7
            ]
          ]
        ]
      },
      "raw_probability": 0.7165,
      "confidence_lo": 0.0174,
      "confidence_hi": 0.0202,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "c93882d1d2a746f5134be01bf1487fb88cc5ad12fabf9e3a161cb7463f931043",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.7165,
        "probability": 0.020106,
        "confidence_lo": 0.017408,
        "confidence_hi": 0.020161,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0da03a2adc883b2bf0c5015fd30cfeaa9f2f7a41c3172aea2209eaf61047ade3",
        "signature": {
          "alg": "ed25519",
          "sig": "841cbd64c3bc28ab37ee7c3d2d2058fea72c0c64e488c1abe6a83a51192e18ef0a45e06a5d6770e9eff5ac65b51adf77eb8b42042cd3246786502bd8a80fce00"
        }
      },
      "receipt_sha256": "0da03a2adc883b2bf0c5015fd30cfeaa9f2f7a41c3172aea2209eaf61047ade3"
    },
    {
      "storm_id": "234869",
      "lat": 39.1525,
      "lon": -91.2842,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0116,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2078.0,
      "ebshear": 20.0,
      "srh01": 156.0,
      "maxllaz": 0.004,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 156.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.4825
        },
        {
          "name": "alignment",
          "value": 5.7852
        },
        {
          "name": "tau",
          "value": 2.1821
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6119
      },
      "coherence_score": 2.1820597648620605,
      "coherence_diagnostics": {
        "tau": 2.1820597648620605,
        "grad_tau": 0.3011080324649811,
        "torsion": 0.0,
        "alignment": 5.785248279571533,
        "S_field": 1.3352444171905518,
        "Gamma_field": 0.6606107354164124,
        "S_over_Gamma": 2.0212273597717285,
        "Da": 41.86872100830078,
        "E_coh": 0.8458219170570374,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -91.31,
              39.19
            ],
            [
              -91.29,
              39.19
            ],
            [
              -91.25,
              39.17
            ],
            [
              -91.24,
              39.15
            ],
            [
              -91.25,
              39.14
            ],
            [
              -91.25,
              39.12
            ],
            [
              -91.28,
              39.12
            ],
            [
              -91.29,
              39.11
            ],
            [
              -91.31,
              39.12
            ],
            [
              -91.31,
              39.16
            ],
            [
              -91.32,
              39.17
            ],
            [
              -91.31,
              39.19
            ]
          ]
        ]
      },
      "raw_probability": 0.6119,
      "confidence_lo": 0.0111,
      "confidence_hi": 0.0116,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "296e930da4fed2d458b28ebb0b49ba8296f735f324e3fcb415e7b47434096488",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.6119,
        "probability": 0.011587,
        "confidence_lo": 0.011089,
        "confidence_hi": 0.011593,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2d3ccca0880c06074b6e7c86ae3faf15d6db179e3c0fd21b72a4bbf7d82e8e30",
        "signature": {
          "alg": "ed25519",
          "sig": "c844c102cea9e59080a6c531040a5ff10c01dc44aa77c495ab64dac743e7beeedfdcea26fb5d88a8e943e529aa6355e47b6f6e28b805bab9080b63de6b1e140d"
        }
      },
      "receipt_sha256": "2d3ccca0880c06074b6e7c86ae3faf15d6db179e3c0fd21b72a4bbf7d82e8e30"
    },
    {
      "storm_id": "234900",
      "lat": 39.3125,
      "lon": -91.58,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0116,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2282.0,
      "ebshear": 21.0,
      "srh01": 122.0,
      "maxllaz": 0.001,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 122.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.4825
        },
        {
          "name": "alignment",
          "value": 5.7852
        },
        {
          "name": "tau",
          "value": 2.1821
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6119
      },
      "coherence_score": 2.1820597648620605,
      "coherence_diagnostics": {
        "tau": 2.1820597648620605,
        "grad_tau": 0.3011080324649811,
        "torsion": 0.0,
        "alignment": 5.785248279571533,
        "S_field": 1.3352444171905518,
        "Gamma_field": 0.6606107354164124,
        "S_over_Gamma": 2.0212273597717285,
        "Da": 41.86872100830078,
        "E_coh": 0.8458219170570374,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -91.54,
              39.36
            ],
            [
              -91.51,
              39.34
            ],
            [
              -91.55,
              39.29
            ],
            [
              -91.55,
              39.27
            ],
            [
              -91.62,
              39.27
            ],
            [
              -91.63,
              39.26
            ],
            [
              -91.63,
              39.28
            ],
            [
              -91.6,
              39.3
            ],
            [
              -91.62,
              39.32
            ],
            [
              -91.62,
              39.35
            ],
            [
              -91.55,
              39.35
            ],
            [
              -91.54,
              39.36
            ]
          ]
        ]
      },
      "raw_probability": 0.6119,
      "confidence_lo": 0.0111,
      "confidence_hi": 0.0116,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "296e930da4fed2d458b28ebb0b49ba8296f735f324e3fcb415e7b47434096488",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.6119,
        "probability": 0.011587,
        "confidence_lo": 0.011089,
        "confidence_hi": 0.011593,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2d3ccca0880c06074b6e7c86ae3faf15d6db179e3c0fd21b72a4bbf7d82e8e30",
        "signature": {
          "alg": "ed25519",
          "sig": "c844c102cea9e59080a6c531040a5ff10c01dc44aa77c495ab64dac743e7beeedfdcea26fb5d88a8e943e529aa6355e47b6f6e28b805bab9080b63de6b1e140d"
        }
      },
      "receipt_sha256": "2d3ccca0880c06074b6e7c86ae3faf15d6db179e3c0fd21b72a4bbf7d82e8e30"
    },
    {
      "storm_id": "234990",
      "lat": 38.7769,
      "lon": -91.6287,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0116,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1991.0,
      "ebshear": 24.0,
      "srh01": 197.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 197.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.4825
        },
        {
          "name": "alignment",
          "value": 5.7852
        },
        {
          "name": "tau",
          "value": 2.1821
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6119
      },
      "coherence_score": 2.1820597648620605,
      "coherence_diagnostics": {
        "tau": 2.1820597648620605,
        "grad_tau": 0.3011080324649811,
        "torsion": 0.0,
        "alignment": 5.785248279571533,
        "S_field": 1.3352444171905518,
        "Gamma_field": 0.6606107354164124,
        "S_over_Gamma": 2.0212273597717285,
        "Da": 41.86872100830078,
        "E_coh": 0.8458219170570374,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -91.66,
              38.81
            ],
            [
              -91.65,
              38.8
            ],
            [
              -91.63,
              38.81
            ],
            [
              -91.58,
              38.81
            ],
            [
              -91.58,
              38.8
            ],
            [
              -91.56,
              38.79
            ],
            [
              -91.56,
              38.78
            ],
            [
              -91.6,
              38.74
            ],
            [
              -91.6,
              38.73
            ],
            [
              -91.63,
              38.73
            ],
            [
              -91.65,
              38.72
            ],
            [
              -91.67,
              38.73
            ],
            [
              -91.67,
              38.77
            ],
            [
              -91.69,
              38.8
            ],
            [
              -91.67,
              38.8
            ],
            [
              -91.66,
              38.81
            ]
          ]
        ]
      },
      "raw_probability": 0.6119,
      "confidence_lo": 0.0111,
      "confidence_hi": 0.0116,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "296e930da4fed2d458b28ebb0b49ba8296f735f324e3fcb415e7b47434096488",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.6119,
        "probability": 0.011587,
        "confidence_lo": 0.011089,
        "confidence_hi": 0.011593,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2d3ccca0880c06074b6e7c86ae3faf15d6db179e3c0fd21b72a4bbf7d82e8e30",
        "signature": {
          "alg": "ed25519",
          "sig": "c844c102cea9e59080a6c531040a5ff10c01dc44aa77c495ab64dac743e7beeedfdcea26fb5d88a8e943e529aa6355e47b6f6e28b805bab9080b63de6b1e140d"
        }
      },
      "receipt_sha256": "2d3ccca0880c06074b6e7c86ae3faf15d6db179e3c0fd21b72a4bbf7d82e8e30"
    },
    {
      "storm_id": "234963",
      "lat": 42.3327,
      "lon": -76.3673,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0064,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1093.0,
      "ebshear": 33.0,
      "srh01": 90.0,
      "maxllaz": 0.002,
      "mesh": 0.26,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 90.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.4825
        },
        {
          "name": "alignment",
          "value": -7.1868
        },
        {
          "name": "tau",
          "value": 1.6477
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5678
      },
      "coherence_score": 1.647727608680725,
      "coherence_diagnostics": {
        "tau": 1.647727608680725,
        "grad_tau": 0.04820427671074867,
        "torsion": 0.0,
        "alignment": -7.1867756843566895,
        "S_field": 0.513624906539917,
        "Gamma_field": 0.34727743268013,
        "S_over_Gamma": 1.4790045022964478,
        "Da": 20.211450576782227,
        "E_coh": 0.5190736651420593,
        "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": [
          [
            [
              -76.43,
              42.37
            ],
            [
              -76.37,
              42.37
            ],
            [
              -76.36,
              42.36
            ],
            [
              -76.33,
              42.36
            ],
            [
              -76.33,
              42.32
            ],
            [
              -76.31,
              42.31
            ],
            [
              -76.3,
              42.29
            ],
            [
              -76.36,
              42.29
            ],
            [
              -76.39,
              42.31
            ],
            [
              -76.43,
              42.31
            ],
            [
              -76.43,
              42.37
            ]
          ]
        ]
      },
      "raw_probability": 0.5678,
      "confidence_lo": 0.0061,
      "confidence_hi": 0.0064,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "b854f59a3351556ee50b294224bbe6bffb58bf2a6cae6b07113493f52893ef49",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.5678,
        "probability": 0.006408,
        "confidence_lo": 0.00607,
        "confidence_hi": 0.00641,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0484c7700e3457127bcd1f1b1d64adda23cece6e256211783b0411028b557620",
        "signature": {
          "alg": "ed25519",
          "sig": "48239a8df3699e3fadd97315afb963ba52c099c64e6e4cf43ddbd40e2ba26caae650d442473e6cf9c2d0bb6cf8381fd1dfc1b93a1fc99fb95fca672efa75810b"
        }
      },
      "receipt_sha256": "0484c7700e3457127bcd1f1b1d64adda23cece6e256211783b0411028b557620"
    },
    {
      "storm_id": "234927",
      "lat": 40.885,
      "lon": -73.617,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0062,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1203.0,
      "ebshear": 48.0,
      "srh01": 101.0,
      "maxllaz": 0.002,
      "mesh": 0.11,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 101.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.2325
        },
        {
          "name": "alignment",
          "value": -6.3624
        },
        {
          "name": "tau",
          "value": 1.1291
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5424
      },
      "coherence_score": 1.1290936470031738,
      "coherence_diagnostics": {
        "tau": 1.1290936470031738,
        "grad_tau": 0.13534055650234222,
        "torsion": 0.0,
        "alignment": -6.362353324890137,
        "S_field": 0.6025148034095764,
        "Gamma_field": 0.29477742314338684,
        "S_over_Gamma": 2.0439653396606445,
        "Da": 17.775083541870117,
        "E_coh": 0.6272078156471252,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -73.61,
              40.92
            ],
            [
              -73.57,
              40.9
            ],
            [
              -73.57,
              40.86
            ],
            [
              -73.59,
              40.84
            ],
            [
              -73.64,
              40.84
            ],
            [
              -73.66,
              40.86
            ],
            [
              -73.66,
              40.89
            ],
            [
              -73.64,
              40.91
            ],
            [
              -73.62,
              40.91
            ],
            [
              -73.61,
              40.92
            ]
          ]
        ]
      },
      "raw_probability": 0.5424,
      "confidence_lo": 0.0061,
      "confidence_hi": 0.0062,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "4d04c5edc4677831d1d48b987a647d33146dea9be1f5fbe2c0e7e233cefdab4a",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.5424,
        "probability": 0.006166,
        "confidence_lo": 0.00607,
        "confidence_hi": 0.006166,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0b7fda815b32f8eb91a123cba32bdfc5e26bfc7c72b238562afd166ee161b770",
        "signature": {
          "alg": "ed25519",
          "sig": "d5aea4744d70727c884ca76a7b80c51d19e7b04e9ee02be33087c32d8bf9f67ed7901f9fa3ed740e565033256822981ab41083152edc089b0ee62b7b4d6ee001"
        }
      },
      "receipt_sha256": "0b7fda815b32f8eb91a123cba32bdfc5e26bfc7c72b238562afd166ee161b770"
    },
    {
      "storm_id": "234725",
      "lat": 43.4967,
      "lon": -74.8289,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0062,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 471.0,
      "ebshear": 37.0,
      "srh01": 91.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 91.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.3575
        },
        {
          "name": "alignment",
          "value": -4.2453
        },
        {
          "name": "tau",
          "value": 1.4001
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5299
      },
      "coherence_score": 1.40011465549469,
      "coherence_diagnostics": {
        "tau": 1.40011465549469,
        "grad_tau": 0.2302999645471573,
        "torsion": 0.0,
        "alignment": -4.2453083992004395,
        "S_field": 0.5587841868400574,
        "Gamma_field": 0.2081107497215271,
        "S_over_Gamma": 2.685032844543457,
        "Da": 12.424939155578613,
        "E_coh": 0.47271066904067993,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -74.86,
              43.53
            ],
            [
              -74.79,
              43.53
            ],
            [
              -74.78,
              43.51
            ],
            [
              -74.79,
              43.5
            ],
            [
              -74.79,
              43.46
            ],
            [
              -74.83,
              43.44
            ],
            [
              -74.88,
              43.45
            ],
            [
              -74.88,
              43.52
            ],
            [
              -74.86,
              43.53
            ]
          ]
        ]
      },
      "raw_probability": 0.5299,
      "confidence_lo": 0.0061,
      "confidence_hi": 0.0062,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "3c53c8ae8b879ac592e5f99d266458f05e7f1570faa3538730429bcca202ff06",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.5299,
        "probability": 0.006166,
        "confidence_lo": 0.00607,
        "confidence_hi": 0.006166,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8a9ac3e03d1143624eefbfba6f4dee5e4a96968717c6981de2d25f1e388e569e",
        "signature": {
          "alg": "ed25519",
          "sig": "a0781d75e2407631b8b24bfaada4ac6ac35c6f55b7eda7ba6b706f0e85cf37cc01da4fe322e0d8e9dd7dffb69c08c0958c59b78af9cc6ced714aff8af07b230d"
        }
      },
      "receipt_sha256": "8a9ac3e03d1143624eefbfba6f4dee5e4a96968717c6981de2d25f1e388e569e"
    },
    {
      "storm_id": "234481",
      "lat": 43.9507,
      "lon": -74.4607,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0062,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 625.0,
      "ebshear": 45.0,
      "srh01": 135.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 135.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.3575
        },
        {
          "name": "alignment",
          "value": -3.697
        },
        {
          "name": "tau",
          "value": 1.3434
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.505
      },
      "coherence_score": 1.3434326648712158,
      "coherence_diagnostics": {
        "tau": 1.3434326648712158,
        "grad_tau": 0.24172113835811615,
        "torsion": 0.0,
        "alignment": -3.697033643722534,
        "S_field": 0.6375775933265686,
        "Gamma_field": 0.19727742671966553,
        "S_over_Gamma": 3.2318830490112305,
        "Da": 11.598163604736328,
        "E_coh": 0.5032011866569519,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -74.51,
              44.0
            ],
            [
              -74.41,
              44.0
            ],
            [
              -74.4,
              43.99
            ],
            [
              -74.38,
              43.99
            ],
            [
              -74.36,
              43.97
            ],
            [
              -74.36,
              43.91
            ],
            [
              -74.4,
              43.89
            ],
            [
              -74.42,
              43.89
            ],
            [
              -74.49,
              43.93
            ],
            [
              -74.51,
              43.92
            ],
            [
              -74.52,
              43.93
            ],
            [
              -74.54,
              43.93
            ],
            [
              -74.55,
              43.94
            ],
            [
              -74.55,
              43.97
            ],
            [
              -74.51,
              44.0
            ]
          ]
        ]
      },
      "raw_probability": 0.505,
      "confidence_lo": 0.0061,
      "confidence_hi": 0.0062,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "8a067f0a9ba23a86ac1a13fa7a36d7a8b06a8acd4a999af1090b7ed0ad76d6be",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.505,
        "probability": 0.006166,
        "confidence_lo": 0.00607,
        "confidence_hi": 0.006166,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "51ef39ecf1121aff2061f1c365df8ebfb1153f300bced60a3013b2eba68d83c1",
        "signature": {
          "alg": "ed25519",
          "sig": "ad36a27f34360f773298bbb04a69ee1f0f94e3242a4114fedb34de3784412d381d424836a63c78f60c4c2a94bf44a84e32a1b249f4ad5f6d95682736e83c6c02"
        }
      },
      "receipt_sha256": "51ef39ecf1121aff2061f1c365df8ebfb1153f300bced60a3013b2eba68d83c1"
    },
    {
      "storm_id": "234816",
      "lat": 43.983,
      "lon": -74.968,
      "motion_east": 5.9,
      "motion_south": 2.2,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0062,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 701.0,
      "ebshear": 42.0,
      "srh01": 120.0,
      "maxllaz": 0.006,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 120.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.3575
        },
        {
          "name": "alignment",
          "value": -3.697
        },
        {
          "name": "tau",
          "value": 1.3434
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.505
      },
      "coherence_score": 1.3434326648712158,
      "coherence_diagnostics": {
        "tau": 1.3434326648712158,
        "grad_tau": 0.24172113835811615,
        "torsion": 0.0,
        "alignment": -3.697033643722534,
        "S_field": 0.6375775933265686,
        "Gamma_field": 0.19727742671966553,
        "S_over_Gamma": 3.2318830490112305,
        "Da": 11.598163604736328,
        "E_coh": 0.5032011866569519,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -74.96,
              44.02
            ],
            [
              -74.92,
              44.01
            ],
            [
              -74.92,
              43.95
            ],
            [
              -74.95,
              43.95
            ],
            [
              -74.96,
              43.94
            ],
            [
              -75.02,
              43.95
            ],
            [
              -75.01,
              43.97
            ],
            [
              -75.01,
              44.01
            ],
            [
              -74.97,
              44.01
            ],
            [
              -74.96,
              44.02
            ]
          ]
        ]
      },
      "raw_probability": 0.505,
      "confidence_lo": 0.0061,
      "confidence_hi": 0.0062,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "8a067f0a9ba23a86ac1a13fa7a36d7a8b06a8acd4a999af1090b7ed0ad76d6be",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.505,
        "probability": 0.006166,
        "confidence_lo": 0.00607,
        "confidence_hi": 0.006166,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "51ef39ecf1121aff2061f1c365df8ebfb1153f300bced60a3013b2eba68d83c1",
        "signature": {
          "alg": "ed25519",
          "sig": "ad36a27f34360f773298bbb04a69ee1f0f94e3242a4114fedb34de3784412d381d424836a63c78f60c4c2a94bf44a84e32a1b249f4ad5f6d95682736e83c6c02"
        }
      },
      "receipt_sha256": "51ef39ecf1121aff2061f1c365df8ebfb1153f300bced60a3013b2eba68d83c1"
    },
    {
      "storm_id": "234980",
      "lat": 43.9888,
      "lon": -74.7875,
      "motion_east": 6.1,
      "motion_south": 1.7,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0062,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 662.0,
      "ebshear": 45.0,
      "srh01": 132.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 132.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.3575
        },
        {
          "name": "alignment",
          "value": -3.697
        },
        {
          "name": "tau",
          "value": 1.3434
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.505
      },
      "coherence_score": 1.3434326648712158,
      "coherence_diagnostics": {
        "tau": 1.3434326648712158,
        "grad_tau": 0.24172113835811615,
        "torsion": 0.0,
        "alignment": -3.697033643722534,
        "S_field": 0.6375775933265686,
        "Gamma_field": 0.19727742671966553,
        "S_over_Gamma": 3.2318830490112305,
        "Da": 11.598163604736328,
        "E_coh": 0.5032011866569519,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -74.79,
              44.02
            ],
            [
              -74.75,
              44.0
            ],
            [
              -74.75,
              43.96
            ],
            [
              -74.78,
              43.94
            ],
            [
              -74.82,
              43.95
            ],
            [
              -74.82,
              44.01
            ],
            [
              -74.8,
              44.01
            ],
            [
              -74.79,
              44.02
            ]
          ]
        ]
      },
      "raw_probability": 0.505,
      "confidence_lo": 0.0061,
      "confidence_hi": 0.0062,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "8a067f0a9ba23a86ac1a13fa7a36d7a8b06a8acd4a999af1090b7ed0ad76d6be",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.505,
        "probability": 0.006166,
        "confidence_lo": 0.00607,
        "confidence_hi": 0.006166,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "51ef39ecf1121aff2061f1c365df8ebfb1153f300bced60a3013b2eba68d83c1",
        "signature": {
          "alg": "ed25519",
          "sig": "ad36a27f34360f773298bbb04a69ee1f0f94e3242a4114fedb34de3784412d381d424836a63c78f60c4c2a94bf44a84e32a1b249f4ad5f6d95682736e83c6c02"
        }
      },
      "receipt_sha256": "51ef39ecf1121aff2061f1c365df8ebfb1153f300bced60a3013b2eba68d83c1"
    },
    {
      "storm_id": "234246",
      "lat": 40.9953,
      "lon": -72.784,
      "motion_east": 9.5,
      "motion_south": 2.8,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0062,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1162.0,
      "ebshear": 46.0,
      "srh01": 92.0,
      "maxllaz": 0.004,
      "mesh": 0.19,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 92.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.9825
        },
        {
          "name": "alignment",
          "value": -5.1289
        },
        {
          "name": "tau",
          "value": 0.9323
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4977
      },
      "coherence_score": 0.9323479533195496,
      "coherence_diagnostics": {
        "tau": 0.9323479533195496,
        "grad_tau": 0.2557969391345978,
        "torsion": 0.0,
        "alignment": -5.12890100479126,
        "S_field": 0.5184038281440735,
        "Gamma_field": 0.36644411087036133,
        "S_over_Gamma": 1.4146872758865356,
        "Da": 22.214235305786133,
        "E_coh": 0.5290807485580444,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -72.72,
              41.07
            ],
            [
              -72.69,
              41.06
            ],
            [
              -72.66,
              41.03
            ],
            [
              -72.67,
              40.99
            ],
            [
              -72.71,
              40.95
            ],
            [
              -72.73,
              40.94
            ],
            [
              -72.81,
              40.94
            ],
            [
              -72.82,
              40.93
            ],
            [
              -72.89,
              40.93
            ],
            [
              -72.91,
              40.95
            ],
            [
              -72.91,
              41.0
            ],
            [
              -72.9,
              41.01
            ],
            [
              -72.86,
              41.03
            ],
            [
              -72.76,
              41.03
            ],
            [
              -72.72,
              41.07
            ]
          ]
        ]
      },
      "raw_probability": 0.4977,
      "confidence_lo": 0.0061,
      "confidence_hi": 0.0062,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "49cc8e8aa80792926381f556dac62e4607c0908b264eb7e94a9c1732dc3baf43",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.4977,
        "probability": 0.006166,
        "confidence_lo": 0.00607,
        "confidence_hi": 0.006166,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "20c6f77ab3f7542c6c7c9c0957899acf0792d651f29bb7754b7b4cdaefc885c3",
        "signature": {
          "alg": "ed25519",
          "sig": "f29c48398517b8242ce2ab8958270005fff5a183597401f2557f2e059768596bb41d4f99899f2a24a5a3afcc7bbac5da7667c9f030b391aff75fdd55791f9a06"
        }
      },
      "receipt_sha256": "20c6f77ab3f7542c6c7c9c0957899acf0792d651f29bb7754b7b4cdaefc885c3"
    },
    {
      "storm_id": "234926",
      "lat": 41.2067,
      "lon": -72.44,
      "motion_east": 9.0,
      "motion_south": 3.5,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0062,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1347.0,
      "ebshear": 46.0,
      "srh01": 114.0,
      "maxllaz": 0.003,
      "mesh": 0.08,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 114.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.9825
        },
        {
          "name": "alignment",
          "value": -5.1289
        },
        {
          "name": "tau",
          "value": 0.9323
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4977
      },
      "coherence_score": 0.9323479533195496,
      "coherence_diagnostics": {
        "tau": 0.9323479533195496,
        "grad_tau": 0.2557969391345978,
        "torsion": 0.0,
        "alignment": -5.12890100479126,
        "S_field": 0.5184038281440735,
        "Gamma_field": 0.36644411087036133,
        "S_over_Gamma": 1.4146872758865356,
        "Da": 22.214235305786133,
        "E_coh": 0.5290807485580444,
        "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": [
          [
            [
              -72.46,
              41.26
            ],
            [
              -72.4,
              41.26
            ],
            [
              -72.37,
              41.22
            ],
            [
              -72.37,
              41.2
            ],
            [
              -72.43,
              41.14
            ],
            [
              -72.48,
              41.14
            ],
            [
              -72.5,
              41.16
            ],
            [
              -72.49,
              41.22
            ],
            [
              -72.46,
              41.26
            ]
          ]
        ]
      },
      "raw_probability": 0.4977,
      "confidence_lo": 0.0061,
      "confidence_hi": 0.0062,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "49cc8e8aa80792926381f556dac62e4607c0908b264eb7e94a9c1732dc3baf43",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.4977,
        "probability": 0.006166,
        "confidence_lo": 0.00607,
        "confidence_hi": 0.006166,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "20c6f77ab3f7542c6c7c9c0957899acf0792d651f29bb7754b7b4cdaefc885c3",
        "signature": {
          "alg": "ed25519",
          "sig": "f29c48398517b8242ce2ab8958270005fff5a183597401f2557f2e059768596bb41d4f99899f2a24a5a3afcc7bbac5da7667c9f030b391aff75fdd55791f9a06"
        }
      },
      "receipt_sha256": "20c6f77ab3f7542c6c7c9c0957899acf0792d651f29bb7754b7b4cdaefc885c3"
    },
    {
      "storm_id": "234966",
      "lat": 41.2625,
      "lon": -72.6033,
      "motion_east": 9.1,
      "motion_south": 3.3,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0062,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1233.0,
      "ebshear": 43.0,
      "srh01": 138.0,
      "maxllaz": 0.004,
      "mesh": 0.28,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 138.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.9825
        },
        {
          "name": "alignment",
          "value": -5.1289
        },
        {
          "name": "tau",
          "value": 0.9323
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4977
      },
      "coherence_score": 0.9323479533195496,
      "coherence_diagnostics": {
        "tau": 0.9323479533195496,
        "grad_tau": 0.2557969391345978,
        "torsion": 0.0,
        "alignment": -5.12890100479126,
        "S_field": 0.5184038281440735,
        "Gamma_field": 0.36644411087036133,
        "S_over_Gamma": 1.4146872758865356,
        "Da": 22.214235305786133,
        "E_coh": 0.5290807485580444,
        "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": [
          [
            [
              -72.6,
              41.31
            ],
            [
              -72.57,
              41.31
            ],
            [
              -72.54,
              41.28
            ],
            [
              -72.54,
              41.23
            ],
            [
              -72.55,
              41.23
            ],
            [
              -72.59,
              41.2
            ],
            [
              -72.65,
              41.2
            ],
            [
              -72.67,
              41.22
            ],
            [
              -72.67,
              41.27
            ],
            [
              -72.65,
              41.29
            ],
            [
              -72.61,
              41.3
            ],
            [
              -72.6,
              41.31
            ]
          ]
        ]
      },
      "raw_probability": 0.4977,
      "confidence_lo": 0.0061,
      "confidence_hi": 0.0062,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "49cc8e8aa80792926381f556dac62e4607c0908b264eb7e94a9c1732dc3baf43",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.4977,
        "probability": 0.006166,
        "confidence_lo": 0.00607,
        "confidence_hi": 0.006166,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "20c6f77ab3f7542c6c7c9c0957899acf0792d651f29bb7754b7b4cdaefc885c3",
        "signature": {
          "alg": "ed25519",
          "sig": "f29c48398517b8242ce2ab8958270005fff5a183597401f2557f2e059768596bb41d4f99899f2a24a5a3afcc7bbac5da7667c9f030b391aff75fdd55791f9a06"
        }
      },
      "receipt_sha256": "20c6f77ab3f7542c6c7c9c0957899acf0792d651f29bb7754b7b4cdaefc885c3"
    },
    {
      "storm_id": "232596",
      "lat": 41.0036,
      "lon": -72.3776,
      "motion_east": 9.0,
      "motion_south": 3.5,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0062,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1334.0,
      "ebshear": 52.0,
      "srh01": 109.0,
      "maxllaz": 0.006,
      "mesh": 0.45,
      "flash_rate": 8.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 109.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.9825
        },
        {
          "name": "alignment",
          "value": -5.1289
        },
        {
          "name": "tau",
          "value": 0.9323
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4812
      },
      "coherence_score": 0.9323479533195496,
      "coherence_diagnostics": {
        "tau": 0.9323479533195496,
        "grad_tau": 0.2557969391345978,
        "torsion": 0.0,
        "alignment": -5.12890100479126,
        "S_field": 0.5184038281440735,
        "Gamma_field": 0.36644411087036133,
        "S_over_Gamma": 1.4146872758865356,
        "Da": 22.214235305786133,
        "E_coh": 0.5290807485580444,
        "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": 9,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -72.4,
              41.11
            ],
            [
              -72.31,
              41.11
            ],
            [
              -72.28,
              41.08
            ],
            [
              -72.28,
              41.06
            ],
            [
              -72.3,
              41.04
            ],
            [
              -72.31,
              41.01
            ],
            [
              -72.29,
              40.99
            ],
            [
              -72.26,
              40.99
            ],
            [
              -72.24,
              40.97
            ],
            [
              -72.24,
              40.94
            ],
            [
              -72.26,
              40.92
            ],
            [
              -72.28,
              40.91
            ],
            [
              -72.32,
              40.91
            ],
            [
              -72.35,
              40.94
            ],
            [
              -72.4,
              40.94
            ],
            [
              -72.41,
              40.93
            ],
            [
              -72.51,
              40.93
            ],
            [
              -72.53,
              40.94
            ],
            [
              -72.57,
              40.98
            ],
            [
              -72.57,
              41.02
            ],
            [
              -72.53,
              41.06
            ],
            [
              -72.48,
              41.06
            ],
            [
              -72.47,
              41.07
            ],
            [
              -72.45,
              41.07
            ],
            [
              -72.4,
              41.11
            ]
          ]
        ]
      },
      "raw_probability": 0.4812,
      "confidence_lo": 0.0061,
      "confidence_hi": 0.0062,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "6e78152298569e39483287a8f8eb7bc60a451802f05cbf3b0686508591fbc9bf",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.4812,
        "probability": 0.006166,
        "confidence_lo": 0.00607,
        "confidence_hi": 0.006166,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9640b28f40dfeceaa87573d15a68c291deb5aaa08d816a444a786dbec854da81",
        "signature": {
          "alg": "ed25519",
          "sig": "856923a3afcf58c963c4a6a9a6723355777c1c3e8290b37fe7dfad58d797367f1ed69f5e75a90fb57914f2769513b63d19a55014a6cc277372d36c0872d76f0e"
        }
      },
      "receipt_sha256": "9640b28f40dfeceaa87573d15a68c291deb5aaa08d816a444a786dbec854da81"
    },
    {
      "storm_id": "234555",
      "lat": 40.8478,
      "lon": -77.9983,
      "motion_east": 8.7,
      "motion_south": 3.6,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0062,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 646.0,
      "ebshear": 31.0,
      "srh01": 77.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 77.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.3575
        },
        {
          "name": "alignment",
          "value": -1.721
        },
        {
          "name": "tau",
          "value": 1.4803
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4709
      },
      "coherence_score": 1.4802637100219727,
      "coherence_diagnostics": {
        "tau": 1.4802637100219727,
        "grad_tau": 0.19654886424541473,
        "torsion": 0.0,
        "alignment": -1.720980167388916,
        "S_field": 0.36127352714538574,
        "Gamma_field": 0.15811076760292053,
        "S_over_Gamma": 2.2849395275115967,
        "Da": 9.423219680786133,
        "E_coh": 0.4755597412586212,
        "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": [
          [
            [
              -77.97,
              40.91
            ],
            [
              -77.92,
              40.91
            ],
            [
              -77.92,
              40.9
            ],
            [
              -77.89,
              40.86
            ],
            [
              -77.89,
              40.83
            ],
            [
              -77.9,
              40.81
            ],
            [
              -77.92,
              40.8
            ],
            [
              -77.95,
              40.8
            ],
            [
              -77.96,
              40.81
            ],
            [
              -78.05,
              40.81
            ],
            [
              -78.06,
              40.8
            ],
            [
              -78.12,
              40.8
            ],
            [
              -78.13,
              40.81
            ],
            [
              -78.13,
              40.85
            ],
            [
              -78.11,
              40.87
            ],
            [
              -78.07,
              40.89
            ],
            [
              -78.01,
              40.89
            ],
            [
              -77.97,
              40.91
            ]
          ]
        ]
      },
      "raw_probability": 0.4709,
      "confidence_lo": 0.0061,
      "confidence_hi": 0.0062,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "41a518c110939ab7939cd3d07455516326cc76286f8d5b0c768ef890adbf134a",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.4709,
        "probability": 0.006166,
        "confidence_lo": 0.00607,
        "confidence_hi": 0.006166,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b2595f9c45d0ae4004835f05e9f93279fdda1f806768bff691ee0583dd87f330",
        "signature": {
          "alg": "ed25519",
          "sig": "bf41efd2528d466f3700d8155d92520489c6adbf76edeb7624edcc4402645c92a7a8a4673a211679d245e58738075a662313d59f4f879b812c6703d5c674d201"
        }
      },
      "receipt_sha256": "b2595f9c45d0ae4004835f05e9f93279fdda1f806768bff691ee0583dd87f330"
    },
    {
      "storm_id": "234944",
      "lat": 41.4263,
      "lon": -99.4578,
      "motion_east": 14.2,
      "motion_south": -3.0,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0054,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2879.0,
      "ebshear": 54.0,
      "srh01": 86.0,
      "maxllaz": 0.003,
      "mesh": 0.39,
      "flash_rate": 16.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 86.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.4825
        },
        {
          "name": "alignment",
          "value": 4.0272
        },
        {
          "name": "tau",
          "value": 0.7045
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4182
      },
      "coherence_score": 0.7044736742973328,
      "coherence_diagnostics": {
        "tau": 0.7044736742973328,
        "grad_tau": 0.08167702704668045,
        "torsion": 0.0,
        "alignment": 4.027241230010986,
        "S_field": 0.683202862739563,
        "Gamma_field": 0.38311076164245605,
        "S_over_Gamma": 1.7833037376403809,
        "Da": 22.722566604614258,
        "E_coh": 0.6945977210998535,
        "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": [
          [
            [
              -99.41,
              41.54
            ],
            [
              -99.34,
              41.54
            ],
            [
              -99.32,
              41.52
            ],
            [
              -99.32,
              41.48
            ],
            [
              -99.34,
              41.46
            ],
            [
              -99.36,
              41.46
            ],
            [
              -99.37,
              41.45
            ],
            [
              -99.41,
              41.45
            ],
            [
              -99.43,
              41.44
            ],
            [
              -99.46,
              41.41
            ],
            [
              -99.46,
              41.38
            ],
            [
              -99.49,
              41.34
            ],
            [
              -99.5,
              41.31
            ],
            [
              -99.52,
              41.29
            ],
            [
              -99.54,
              41.28
            ],
            [
              -99.59,
              41.28
            ],
            [
              -99.61,
              41.3
            ],
            [
              -99.61,
              41.35
            ],
            [
              -99.56,
              41.4
            ],
            [
              -99.53,
              41.41
            ],
            [
              -99.5,
              41.44
            ],
            [
              -99.48,
              41.44
            ],
            [
              -99.46,
              41.46
            ],
            [
              -99.46,
              41.5
            ],
            [
              -99.45,
              41.52
            ],
            [
              -99.43,
              41.52
            ],
            [
              -99.41,
              41.54
            ]
          ]
        ]
      },
      "raw_probability": 0.4182,
      "confidence_lo": 0.005,
      "confidence_hi": 0.0054,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "d55e142a13f7de96c5efc17795ba6e062d67137674dad6a1b841d288ea92c63d",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.4182,
        "probability": 0.005378,
        "confidence_lo": 0.004996,
        "confidence_hi": 0.00538,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5d6de1e374babcc895afb74a31cf8243fb5f0276e0c7f2c24de2048f6cafdce8",
        "signature": {
          "alg": "ed25519",
          "sig": "83033e02732a03396e8edb972fbe4f701e98e08c0b5c59a590ffb626a0cb3d36241a0b6b17d902a24efaddef40d22e890731e003492617a67c2f61e2b074a20d"
        }
      },
      "receipt_sha256": "5d6de1e374babcc895afb74a31cf8243fb5f0276e0c7f2c24de2048f6cafdce8"
    },
    {
      "storm_id": "234355",
      "lat": 42.1457,
      "lon": -75.8707,
      "motion_east": 6.8,
      "motion_south": 1.4,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0054,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 757.0,
      "ebshear": 36.0,
      "srh01": 84.0,
      "maxllaz": 0.004,
      "mesh": 0.12,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 84.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.6075
        },
        {
          "name": "alignment",
          "value": -3.3043
        },
        {
          "name": "tau",
          "value": 1.5104
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4105
      },
      "coherence_score": 1.5103641748428345,
      "coherence_diagnostics": {
        "tau": 1.5103641748428345,
        "grad_tau": 0.2365764081478119,
        "torsion": 0.0,
        "alignment": -3.3043057918548584,
        "S_field": 0.5281240940093994,
        "Gamma_field": 0.1781107634305954,
        "S_over_Gamma": 2.965144157409668,
        "Da": 10.666682243347168,
        "E_coh": 0.6460352540016174,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -75.94,
              42.2
            ],
            [
              -75.88,
              42.2
            ],
            [
              -75.83,
              42.17
            ],
            [
              -75.77,
              42.16
            ],
            [
              -75.76,
              42.15
            ],
            [
              -75.76,
              42.1
            ],
            [
              -75.77,
              42.09
            ],
            [
              -75.85,
              42.09
            ],
            [
              -75.86,
              42.1
            ],
            [
              -75.91,
              42.1
            ],
            [
              -75.97,
              42.13
            ],
            [
              -75.97,
              42.17
            ],
            [
              -75.98,
              42.18
            ],
            [
              -75.94,
              42.2
            ]
          ]
        ]
      },
      "raw_probability": 0.4105,
      "confidence_lo": 0.005,
      "confidence_hi": 0.0054,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "62a582e12e52a4395adc57e26c1710d0440ee920f928f07bc6a1b3b335581736",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.4105,
        "probability": 0.005378,
        "confidence_lo": 0.004996,
        "confidence_hi": 0.00538,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "69b9e3209fa55c8ed127c1255a519982a3cf0e1e32cba124cc509a67366e0855",
        "signature": {
          "alg": "ed25519",
          "sig": "910766d25a21c49fcdede795c2a516c2e9ffa2ed8e21c465f20e303b86adca9665c4d36b7ad7a8d7790674686281b6a585e1ad85f6127a28a2b76cc55eaea70d"
        }
      },
      "receipt_sha256": "69b9e3209fa55c8ed127c1255a519982a3cf0e1e32cba124cc509a67366e0855"
    },
    {
      "storm_id": "233795",
      "lat": 44.0388,
      "lon": -73.6324,
      "motion_east": 6.2,
      "motion_south": 3.5,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0054,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 148.0,
      "ebshear": 33.0,
      "srh01": 67.0,
      "maxllaz": 0.008,
      "mesh": 0.21,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 67.0
        },
        {
          "name": "hrrr_pwat",
          "value": 25.1075
        },
        {
          "name": "alignment",
          "value": -7.1411
        },
        {
          "name": "tau",
          "value": 1.181
        },
        {
          "name": "maxllaz",
          "value": 0.008
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4064
      },
      "coherence_score": 1.1810097694396973,
      "coherence_diagnostics": {
        "tau": 1.1810097694396973,
        "grad_tau": 0.17915749549865723,
        "torsion": 0.0,
        "alignment": -7.141109466552734,
        "S_field": 0.4733467102050781,
        "Gamma_field": 0.1806107610464096,
        "S_over_Gamma": 2.6208112239837646,
        "Da": 10.377531051635742,
        "E_coh": 0.2759523093700409,
        "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": [
          [
            [
              -73.6,
              44.11
            ],
            [
              -73.53,
              44.11
            ],
            [
              -73.51,
              44.09
            ],
            [
              -73.51,
              44.05
            ],
            [
              -73.54,
              44.02
            ],
            [
              -73.57,
              44.01
            ],
            [
              -73.59,
              43.99
            ],
            [
              -73.65,
              43.98
            ],
            [
              -73.68,
              43.96
            ],
            [
              -73.73,
              43.96
            ],
            [
              -73.75,
              43.98
            ],
            [
              -73.75,
              44.03
            ],
            [
              -73.73,
              44.05
            ],
            [
              -73.71,
              44.06
            ],
            [
              -73.68,
              44.06
            ],
            [
              -73.62,
              44.09
            ],
            [
              -73.6,
              44.11
            ]
          ]
        ]
      },
      "raw_probability": 0.4064,
      "confidence_lo": 0.005,
      "confidence_hi": 0.0054,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "479b8d7b0000fab8d03cad02fb675399be7a645b6a48735079dda53ea8f64c04",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.4064,
        "probability": 0.005378,
        "confidence_lo": 0.004996,
        "confidence_hi": 0.00538,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "bb090dd4a2f4af0932e9ebbcb054cdb6a0f812580458b4e7efb9b680dd852c7b",
        "signature": {
          "alg": "ed25519",
          "sig": "2ebc7fa91780945ef0a994ade591a77a57a7bdcc432bf683f92ce1e0bf8a87905555e63f6fb6118819f222894f9814e565624842c871edf47c014fac8564a206"
        }
      },
      "receipt_sha256": "bb090dd4a2f4af0932e9ebbcb054cdb6a0f812580458b4e7efb9b680dd852c7b"
    },
    {
      "storm_id": "234513",
      "lat": 40.7933,
      "lon": -78.3433,
      "motion_east": 7.0,
      "motion_south": 2.2,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0054,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 654.0,
      "ebshear": 29.0,
      "srh01": 95.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 95.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.3575
        },
        {
          "name": "alignment",
          "value": -0.4637
        },
        {
          "name": "tau",
          "value": 1.2429
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3988
      },
      "coherence_score": 1.2429139614105225,
      "coherence_diagnostics": {
        "tau": 1.2429139614105225,
        "grad_tau": 0.22054830193519592,
        "torsion": 0.0,
        "alignment": -0.4636964797973633,
        "S_field": 0.337125301361084,
        "Gamma_field": 0.19477741420269012,
        "S_over_Gamma": 1.7308233976364136,
        "Da": 11.874662399291992,
        "E_coh": 0.1815754473209381,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -78.39,
              40.84
            ],
            [
              -78.29,
              40.84
            ],
            [
              -78.27,
              40.83
            ],
            [
              -78.26,
              40.81
            ],
            [
              -78.26,
              40.77
            ],
            [
              -78.31,
              40.74
            ],
            [
              -78.35,
              40.74
            ],
            [
              -78.36,
              40.75
            ],
            [
              -78.4,
              40.76
            ],
            [
              -78.42,
              40.78
            ],
            [
              -78.42,
              40.82
            ],
            [
              -78.39,
              40.84
            ]
          ]
        ]
      },
      "raw_probability": 0.3988,
      "confidence_lo": 0.005,
      "confidence_hi": 0.0054,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "03599461054c288f888ccd5b637e2390f058f1f806854e050bf8081f1ff34add",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.3988,
        "probability": 0.005378,
        "confidence_lo": 0.004996,
        "confidence_hi": 0.00538,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1931d3c309d5c5f957ae884669989f9fa4622bef53625eace1920a0accb45a92",
        "signature": {
          "alg": "ed25519",
          "sig": "a3b919066b1f993101914b953fde67fca19c468de636d7494c25e408212a4686273ec6d295d5563aefeee17918fa492c95ba678391243334664c1be68995250f"
        }
      },
      "receipt_sha256": "1931d3c309d5c5f957ae884669989f9fa4622bef53625eace1920a0accb45a92"
    },
    {
      "storm_id": "234682",
      "lat": 40.8423,
      "lon": -98.78,
      "motion_east": 14.5,
      "motion_south": -4.0,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0054,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3991.0,
      "ebshear": 58.0,
      "srh01": 283.0,
      "maxllaz": 0.005,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 283.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.4825
        },
        {
          "name": "alignment",
          "value": 4.0272
        },
        {
          "name": "tau",
          "value": 0.7045
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3952
      },
      "coherence_score": 0.7044736742973328,
      "coherence_diagnostics": {
        "tau": 0.7044736742973328,
        "grad_tau": 0.08167702704668045,
        "torsion": 0.0,
        "alignment": 4.027241230010986,
        "S_field": 0.683202862739563,
        "Gamma_field": 0.38311076164245605,
        "S_over_Gamma": 1.7833037376403809,
        "Da": 22.722566604614258,
        "E_coh": 0.6945977210998535,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -98.85,
              40.88
            ],
            [
              -98.78,
              40.88
            ],
            [
              -98.77,
              40.87
            ],
            [
              -98.73,
              40.87
            ],
            [
              -98.71,
              40.85
            ],
            [
              -98.72,
              40.84
            ],
            [
              -98.72,
              40.82
            ],
            [
              -98.74,
              40.8
            ],
            [
              -98.76,
              40.8
            ],
            [
              -98.77,
              40.81
            ],
            [
              -98.87,
              40.81
            ],
            [
              -98.87,
              40.84
            ],
            [
              -98.85,
              40.88
            ]
          ]
        ]
      },
      "raw_probability": 0.3952,
      "confidence_lo": 0.005,
      "confidence_hi": 0.0054,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "669e9380038d1ae70e55e0bc9e62a28fdc71082fb8b53f58af3bd74b9e866376",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.3952,
        "probability": 0.005378,
        "confidence_lo": 0.004996,
        "confidence_hi": 0.00538,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "653599c1d5d6eec634c2d49956201ef503cc88147d4910c1a6e66622d14fb4e5",
        "signature": {
          "alg": "ed25519",
          "sig": "85b79b6775215768d865c1324ccffe4a25dcfadfa6a54b3459c53208ac3ce314ef0b42a30a7fb5f9a1541daa8a3206dbb3a3b2d59db675ab9fed73009b7ed704"
        }
      },
      "receipt_sha256": "653599c1d5d6eec634c2d49956201ef503cc88147d4910c1a6e66622d14fb4e5"
    },
    {
      "storm_id": "234989",
      "lat": 40.9944,
      "lon": -98.7044,
      "motion_east": 14.7,
      "motion_south": -4.0,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0054,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3753.0,
      "ebshear": 61.0,
      "srh01": 207.0,
      "maxllaz": 0.006,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 207.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.4825
        },
        {
          "name": "alignment",
          "value": 4.0272
        },
        {
          "name": "tau",
          "value": 0.7045
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3952
      },
      "coherence_score": 0.7044736742973328,
      "coherence_diagnostics": {
        "tau": 0.7044736742973328,
        "grad_tau": 0.08167702704668045,
        "torsion": 0.0,
        "alignment": 4.027241230010986,
        "S_field": 0.683202862739563,
        "Gamma_field": 0.38311076164245605,
        "S_over_Gamma": 1.7833037376403809,
        "Da": 22.722566604614258,
        "E_coh": 0.6945977210998535,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -98.72,
              41.04
            ],
            [
              -98.68,
              41.03
            ],
            [
              -98.66,
              41.0
            ],
            [
              -98.67,
              40.97
            ],
            [
              -98.69,
              40.95
            ],
            [
              -98.72,
              40.95
            ],
            [
              -98.74,
              40.97
            ],
            [
              -98.74,
              41.0
            ],
            [
              -98.72,
              41.04
            ]
          ]
        ]
      },
      "raw_probability": 0.3952,
      "confidence_lo": 0.005,
      "confidence_hi": 0.0054,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "669e9380038d1ae70e55e0bc9e62a28fdc71082fb8b53f58af3bd74b9e866376",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.3952,
        "probability": 0.005378,
        "confidence_lo": 0.004996,
        "confidence_hi": 0.00538,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "653599c1d5d6eec634c2d49956201ef503cc88147d4910c1a6e66622d14fb4e5",
        "signature": {
          "alg": "ed25519",
          "sig": "85b79b6775215768d865c1324ccffe4a25dcfadfa6a54b3459c53208ac3ce314ef0b42a30a7fb5f9a1541daa8a3206dbb3a3b2d59db675ab9fed73009b7ed704"
        }
      },
      "receipt_sha256": "653599c1d5d6eec634c2d49956201ef503cc88147d4910c1a6e66622d14fb4e5"
    },
    {
      "storm_id": "234606",
      "lat": 44.2641,
      "lon": -75.4422,
      "motion_east": 5.8,
      "motion_south": 2.5,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0054,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1075.0,
      "ebshear": 41.0,
      "srh01": 76.0,
      "maxllaz": 0.004,
      "mesh": 0.04,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 76.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.2325
        },
        {
          "name": "alignment",
          "value": -1.8248
        },
        {
          "name": "tau",
          "value": 1.4454
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3948
      },
      "coherence_score": 1.4453575611114502,
      "coherence_diagnostics": {
        "tau": 1.4453575611114502,
        "grad_tau": 0.2398981899023056,
        "torsion": 0.0,
        "alignment": -1.8247992992401123,
        "S_field": 0.6122530698776245,
        "Gamma_field": 0.20227743685245514,
        "S_over_Gamma": 3.026798725128174,
        "Da": 11.574674606323242,
        "E_coh": 0.7091184854507446,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -75.63,
              44.33
            ],
            [
              -75.6,
              44.33
            ],
            [
              -75.59,
              44.32
            ],
            [
              -75.5,
              44.32
            ],
            [
              -75.49,
              44.31
            ],
            [
              -75.39,
              44.31
            ],
            [
              -75.38,
              44.3
            ],
            [
              -75.27,
              44.3
            ],
            [
              -75.26,
              44.29
            ],
            [
              -75.24,
              44.29
            ],
            [
              -75.2,
              44.25
            ],
            [
              -75.2,
              44.22
            ],
            [
              -75.24,
              44.19
            ],
            [
              -75.3,
              44.19
            ],
            [
              -75.31,
              44.2
            ],
            [
              -75.36,
              44.2
            ],
            [
              -75.39,
              44.22
            ],
            [
              -75.41,
              44.22
            ],
            [
              -75.43,
              44.24
            ],
            [
              -75.49,
              44.24
            ],
            [
              -75.5,
              44.23
            ],
            [
              -75.58,
              44.23
            ],
            [
              -75.59,
              44.24
            ],
            [
              -75.66,
              44.25
            ],
            [
              -75.65,
              44.27
            ],
            [
              -75.65,
              44.31
            ],
            [
              -75.63,
              44.33
            ]
          ]
        ]
      },
      "raw_probability": 0.3948,
      "confidence_lo": 0.005,
      "confidence_hi": 0.0054,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "d2cb8f1ceecd8c2f2632fbced1ede96bb0d253ede9d0998d6bc2b395e5c640d7",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.3948,
        "probability": 0.005378,
        "confidence_lo": 0.004996,
        "confidence_hi": 0.00538,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9bf1864d7bf128c93dec9c1f5be7ef2c9930a98bb4146c8f0801cb784127d73a",
        "signature": {
          "alg": "ed25519",
          "sig": "9ee7b8f2a37651e0c6c19e5b9fdabb9cc6c55e2c7210ea9f7d1f03f37b0143e271af09971c268282b150c8d11e865586aa182b44d37fc40245ea56f544435f07"
        }
      },
      "receipt_sha256": "9bf1864d7bf128c93dec9c1f5be7ef2c9930a98bb4146c8f0801cb784127d73a"
    },
    {
      "storm_id": "233486",
      "lat": 38.0413,
      "lon": -84.4087,
      "motion_east": 6.4,
      "motion_south": 7.7,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0045,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 277.0,
      "ebshear": 37.0,
      "srh01": 104.0,
      "maxllaz": 0.003,
      "mesh": 0.15,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 104.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.9825
        },
        {
          "name": "alignment",
          "value": 10.6988
        },
        {
          "name": "tau",
          "value": 0.6833
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3899
      },
      "coherence_score": 0.68329256772995,
      "coherence_diagnostics": {
        "tau": 0.68329256772995,
        "grad_tau": 0.09083084017038345,
        "torsion": 0.0,
        "alignment": 10.698787689208984,
        "S_field": 0.44790118932724,
        "Gamma_field": 0.8197774887084961,
        "S_over_Gamma": 0.546369194984436,
        "Da": 54.54656982421875,
        "E_coh": 0.4234338402748108,
        "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": 6,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.38,
              38.1
            ],
            [
              -84.33,
              38.1
            ],
            [
              -84.31,
              38.08
            ],
            [
              -84.31,
              38.04
            ],
            [
              -84.34,
              38.02
            ],
            [
              -84.38,
              38.01
            ],
            [
              -84.4,
              37.99
            ],
            [
              -84.42,
              37.95
            ],
            [
              -84.48,
              37.95
            ],
            [
              -84.52,
              37.99
            ],
            [
              -84.52,
              38.03
            ],
            [
              -84.49,
              38.06
            ],
            [
              -84.47,
              38.06
            ],
            [
              -84.42,
              38.09
            ],
            [
              -84.39,
              38.09
            ],
            [
              -84.38,
              38.1
            ]
          ]
        ]
      },
      "raw_probability": 0.3899,
      "confidence_lo": 0.003,
      "confidence_hi": 0.0045,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "b6bc58036f87000f678556ea9a13bf629116638f16013cfaa82996bd22c8e9f0",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.3899,
        "probability": 0.004538,
        "confidence_lo": 0.003014,
        "confidence_hi": 0.004545,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "46c546fa08d38e5a482e9f96262ad0142c29495426aabd5a5a99b76f3cdaa815",
        "signature": {
          "alg": "ed25519",
          "sig": "00bb5864f088927b29478a32f5a107a3b1148914e5be144ad14ba6042f80cea3269b54c66f929551a6f40b34c02e93728475a1087d299c6ea69ef6cab86a930a"
        }
      },
      "receipt_sha256": "46c546fa08d38e5a482e9f96262ad0142c29495426aabd5a5a99b76f3cdaa815"
    },
    {
      "storm_id": "234672",
      "lat": 44.334,
      "lon": -75.788,
      "motion_east": 5.8,
      "motion_south": 2.4,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0045,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1235.0,
      "ebshear": 41.0,
      "srh01": 62.0,
      "maxllaz": 0.002,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 62.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.2325
        },
        {
          "name": "alignment",
          "value": -1.8248
        },
        {
          "name": "tau",
          "value": 1.4454
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3886
      },
      "coherence_score": 1.4453575611114502,
      "coherence_diagnostics": {
        "tau": 1.4453575611114502,
        "grad_tau": 0.2398981899023056,
        "torsion": 0.0,
        "alignment": -1.8247992992401123,
        "S_field": 0.6122530698776245,
        "Gamma_field": 0.20227743685245514,
        "S_over_Gamma": 3.026798725128174,
        "Da": 11.574674606323242,
        "E_coh": 0.7091184854507446,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -75.79,
              44.4
            ],
            [
              -75.75,
              44.4
            ],
            [
              -75.72,
              44.38
            ],
            [
              -75.72,
              44.32
            ],
            [
              -75.76,
              44.28
            ],
            [
              -75.78,
              44.27
            ],
            [
              -75.85,
              44.27
            ],
            [
              -75.86,
              44.29
            ],
            [
              -75.86,
              44.33
            ],
            [
              -75.79,
              44.4
            ]
          ]
        ]
      },
      "raw_probability": 0.3886,
      "confidence_lo": 0.003,
      "confidence_hi": 0.0045,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "69f79595d3163ff1ad5bc13196faf6601886f3fb9e0ffe4fc76cee0ffbe05b53",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.3886,
        "probability": 0.004538,
        "confidence_lo": 0.003014,
        "confidence_hi": 0.004545,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2c515a4ee205e7528e9648ad3370cf50477753c9a95a1039f8cb43b5c2275469",
        "signature": {
          "alg": "ed25519",
          "sig": "bf7838d5dc15ead87eb63731ffde1a79fa0e1de46274bd99b01abf6f44c0fe37245a778308f4365396820c74608dad032a34f28076e6ccbf6ebbe2119804060b"
        }
      },
      "receipt_sha256": "2c515a4ee205e7528e9648ad3370cf50477753c9a95a1039f8cb43b5c2275469"
    },
    {
      "storm_id": "234959",
      "lat": 43.9644,
      "lon": -73.8922,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0038,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 278.0,
      "ebshear": 38.0,
      "srh01": 116.0,
      "maxllaz": 0.004,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 116.0
        },
        {
          "name": "hrrr_pwat",
          "value": 25.1075
        },
        {
          "name": "alignment",
          "value": -7.1411
        },
        {
          "name": "tau",
          "value": 1.181
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3861
      },
      "coherence_score": 1.1810097694396973,
      "coherence_diagnostics": {
        "tau": 1.1810097694396973,
        "grad_tau": 0.17915749549865723,
        "torsion": 0.0,
        "alignment": -7.141109466552734,
        "S_field": 0.4733467102050781,
        "Gamma_field": 0.1806107610464096,
        "S_over_Gamma": 2.6208112239837646,
        "Da": 10.377531051635742,
        "E_coh": 0.2759523093700409,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -73.91,
              44.02
            ],
            [
              -73.86,
              44.02
            ],
            [
              -73.83,
              43.98
            ],
            [
              -73.84,
              43.93
            ],
            [
              -73.86,
              43.9
            ],
            [
              -73.92,
              43.9
            ],
            [
              -73.95,
              43.93
            ],
            [
              -73.95,
              43.98
            ],
            [
              -73.91,
              44.02
            ]
          ]
        ]
      },
      "raw_probability": 0.3861,
      "confidence_lo": 0.003,
      "confidence_hi": 0.0038,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "fab896fd199e759cb037f4f4300a075d79fc4d67f22140c49de3800690cb69fc",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.3861,
        "probability": 0.003825,
        "confidence_lo": 0.003014,
        "confidence_hi": 0.003828,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "bcbfba12143e4004f620a152265c65ce2f82fa0ffe8f5dc13d71d7edaf251327",
        "signature": {
          "alg": "ed25519",
          "sig": "f9ea742023eb52bf9640be457d044a07d02c98726357cc93f2905704ba3d43a3113af2d0bc120cba277077f735f266f19e30d465fcdfbab6f61b3d837f8c510a"
        }
      },
      "receipt_sha256": "bcbfba12143e4004f620a152265c65ce2f82fa0ffe8f5dc13d71d7edaf251327"
    },
    {
      "storm_id": "234984",
      "lat": 42.502,
      "lon": -72.78,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0038,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 388.0,
      "ebshear": 38.0,
      "srh01": 92.0,
      "maxllaz": 0.0,
      "mesh": 0.09,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 92.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.2325
        },
        {
          "name": "alignment",
          "value": -9.3286
        },
        {
          "name": "tau",
          "value": 0.9361
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3831
      },
      "coherence_score": 0.9360938668251038,
      "coherence_diagnostics": {
        "tau": 0.9360938668251038,
        "grad_tau": 0.1715870201587677,
        "torsion": 0.0,
        "alignment": -9.32863998413086,
        "S_field": 0.46781694889068604,
        "Gamma_field": 0.6256107687950134,
        "S_over_Gamma": 0.7477763891220093,
        "Da": 36.946556091308594,
        "E_coh": 0.23699887096881866,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -72.81,
              42.53
            ],
            [
              -72.77,
              42.53
            ],
            [
              -72.73,
              42.51
            ],
            [
              -72.75,
              42.49
            ],
            [
              -72.75,
              42.48
            ],
            [
              -72.77,
              42.48
            ],
            [
              -72.78,
              42.47
            ],
            [
              -72.81,
              42.49
            ],
            [
              -72.82,
              42.51
            ],
            [
              -72.81,
              42.53
            ]
          ]
        ]
      },
      "raw_probability": 0.3831,
      "confidence_lo": 0.003,
      "confidence_hi": 0.0038,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "353e7f878125ab15dacc22a418dfdcaae0b0abd498cc0160bbaf39d8b544563f",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.3831,
        "probability": 0.003825,
        "confidence_lo": 0.003014,
        "confidence_hi": 0.003828,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a83456f8248d6502198a8b1cdd12190aaca6759c7d29d55ed74225de25f59479",
        "signature": {
          "alg": "ed25519",
          "sig": "1bd79925bb72dc2143a8dd62cf5e325774c493b4e264682f896f2b6d5e46d37257b6e89da7f4bec9aafd01885af15b901cd59d22cafb629109e34fa00f0ea109"
        }
      },
      "receipt_sha256": "a83456f8248d6502198a8b1cdd12190aaca6759c7d29d55ed74225de25f59479"
    },
    {
      "storm_id": "234761",
      "lat": 38.177,
      "lon": -89.955,
      "motion_east": 6.2,
      "motion_south": 3.9,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0031,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 647.0,
      "ebshear": 20.0,
      "srh01": 35.0,
      "maxllaz": 0.002,
      "mesh": 0.11,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 35.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.2325
        },
        {
          "name": "alignment",
          "value": -3.8758
        },
        {
          "name": "tau",
          "value": 1.7691
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3721
      },
      "coherence_score": 1.7690569162368774,
      "coherence_diagnostics": {
        "tau": 1.7690569162368774,
        "grad_tau": 0.478410005569458,
        "torsion": 0.0,
        "alignment": -3.875781774520874,
        "S_field": 1.655877947807312,
        "Gamma_field": 0.6572774648666382,
        "S_over_Gamma": 2.5192983150482178,
        "Da": 41.12751770019531,
        "E_coh": 0.8111087679862976,
        "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": [
          [
            [
              -89.97,
              38.22
            ],
            [
              -89.95,
              38.22
            ],
            [
              -89.91,
              38.19
            ],
            [
              -89.91,
              38.14
            ],
            [
              -89.92,
              38.13
            ],
            [
              -89.96,
              38.13
            ],
            [
              -89.98,
              38.15
            ],
            [
              -89.99,
              38.17
            ],
            [
              -89.99,
              38.2
            ],
            [
              -89.97,
              38.22
            ]
          ]
        ]
      },
      "raw_probability": 0.3721,
      "confidence_lo": 0.003,
      "confidence_hi": 0.0031,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "9d0c6ba80c75b6d66c5c0a2936f86db4381d27dc3055a008d223802020cbb969",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.3721,
        "probability": 0.003095,
        "confidence_lo": 0.003014,
        "confidence_hi": 0.003095,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "20ae13df4cdf7a669e5d0fa5cb1c08f4fd217e9a37becdfe53e47981bb047628",
        "signature": {
          "alg": "ed25519",
          "sig": "708073068097fc7dcf407f6b072ae265d827ddb84eae0c78e90e4d54a8bb7df933c5ad77793f1f6fd8f15baa0cac0dbbcfcb133ae1f8b0146fa3b86a5747b706"
        }
      },
      "receipt_sha256": "20ae13df4cdf7a669e5d0fa5cb1c08f4fd217e9a37becdfe53e47981bb047628"
    },
    {
      "storm_id": "234092",
      "lat": 38.7058,
      "lon": -86.5027,
      "motion_east": 8.1,
      "motion_south": 3.6,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0031,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 873.0,
      "ebshear": 30.0,
      "srh01": 87.0,
      "maxllaz": 0.002,
      "mesh": 0.35,
      "flash_rate": 10.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 87.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.3575
        },
        {
          "name": "alignment",
          "value": -4.2035
        },
        {
          "name": "tau",
          "value": 0.9175
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3688
      },
      "coherence_score": 0.9174731373786926,
      "coherence_diagnostics": {
        "tau": 0.9174731373786926,
        "grad_tau": 0.3205679953098297,
        "torsion": 0.0,
        "alignment": -4.203542232513428,
        "S_field": 0.4462936222553253,
        "Gamma_field": 0.6897774338722229,
        "S_over_Gamma": 0.6470110416412354,
        "Da": 43.89260482788086,
        "E_coh": 0.6033413410186768,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 4,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -86.67,
              38.86
            ],
            [
              -86.64,
              38.86
            ],
            [
              -86.61,
              38.83
            ],
            [
              -86.61,
              38.8
            ],
            [
              -86.55,
              38.75
            ],
            [
              -86.46,
              38.75
            ],
            [
              -86.45,
              38.74
            ],
            [
              -86.38,
              38.74
            ],
            [
              -86.29,
              38.69
            ],
            [
              -86.25,
              38.65
            ],
            [
              -86.25,
              38.6
            ],
            [
              -86.26,
              38.58
            ],
            [
              -86.29,
              38.56
            ],
            [
              -86.37,
              38.56
            ],
            [
              -86.41,
              38.59
            ],
            [
              -86.46,
              38.61
            ],
            [
              -86.47,
              38.62
            ],
            [
              -86.47,
              38.65
            ],
            [
              -86.49,
              38.67
            ],
            [
              -86.58,
              38.67
            ],
            [
              -86.62,
              38.69
            ],
            [
              -86.67,
              38.73
            ],
            [
              -86.71,
              38.74
            ],
            [
              -86.72,
              38.75
            ],
            [
              -86.72,
              38.8
            ],
            [
              -86.67,
              38.86
            ]
          ]
        ]
      },
      "raw_probability": 0.3688,
      "confidence_lo": 0.003,
      "confidence_hi": 0.0031,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "1683c64fa419688aa0fbcbeec1c1d8323389e6367a3ac66ba2e86c4c700ff988",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.3688,
        "probability": 0.003095,
        "confidence_lo": 0.003014,
        "confidence_hi": 0.003095,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c12a0f2d15b77735fb63a6edcb66d4bf8a5b5d8c421794439396aa9eea325d54",
        "signature": {
          "alg": "ed25519",
          "sig": "467e076855e92b23cb670b1d1869efb7be11872d2826ed629f6541871c2fc9da965d0cfc82681bea96c394a1d72db1a06118e4125e19b27d7c75f1e31c65dd02"
        }
      },
      "receipt_sha256": "c12a0f2d15b77735fb63a6edcb66d4bf8a5b5d8c421794439396aa9eea325d54"
    },
    {
      "storm_id": "233721",
      "lat": 41.5852,
      "lon": -98.6249,
      "motion_east": 14.3,
      "motion_south": -4.0,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0031,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2411.0,
      "ebshear": 54.0,
      "srh01": 65.0,
      "maxllaz": 0.007,
      "mesh": 0.85,
      "flash_rate": 133.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 65.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.8575
        },
        {
          "name": "alignment",
          "value": 7.1431
        },
        {
          "name": "tau",
          "value": 0.7339
        },
        {
          "name": "maxllaz",
          "value": 0.007
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3478
      },
      "coherence_score": 0.7338660955429077,
      "coherence_diagnostics": {
        "tau": 0.7338660955429077,
        "grad_tau": 0.15020692348480225,
        "torsion": 0.0,
        "alignment": 7.143066883087158,
        "S_field": 0.3095739483833313,
        "Gamma_field": 0.1714440882205963,
        "S_over_Gamma": 1.8056845664978027,
        "Da": 10.55690860748291,
        "E_coh": 0.5933716893196106,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 5,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -98.75,
              42.05
            ],
            [
              -98.72,
              42.05
            ],
            [
              -98.69,
              42.02
            ],
            [
              -98.67,
              41.98
            ],
            [
              -98.67,
              41.88
            ],
            [
              -98.66,
              41.87
            ],
            [
              -98.66,
              41.82
            ],
            [
              -98.67,
              41.81
            ],
            [
              -98.67,
              41.78
            ],
            [
              -98.68,
              41.77
            ],
            [
              -98.67,
              41.74
            ],
            [
              -98.65,
              41.72
            ],
            [
              -98.61,
              41.72
            ],
            [
              -98.6,
              41.73
            ],
            [
              -98.52,
              41.73
            ],
            [
              -98.49,
              41.71
            ],
            [
              -98.46,
              41.71
            ],
            [
              -98.44,
              41.69
            ],
            [
              -98.44,
              41.68
            ],
            [
              -98.35,
              41.59
            ],
            [
              -98.35,
              41.58
            ],
            [
              -98.32,
              41.54
            ],
            [
              -98.32,
              41.46
            ],
            [
              -98.33,
              41.45
            ],
            [
              -98.33,
              41.42
            ],
            [
              -98.34,
              41.4
            ],
            [
              -98.38,
              41.36
            ],
            [
              -98.4,
              41.35
            ],
            [
              -98.44,
              41.35
            ],
            [
              -98.45,
              41.34
            ],
            [
              -98.52,
              41.34
            ],
            [
              -98.55,
              41.31
            ],
            [
              -98.55,
              41.28
            ],
            [
              -98.57,
              41.24
            ],
            [
              -98.59,
              41.22
            ],
            [
              -98.6,
              41.2
            ],
            [
              -98.6,
              41.17
            ],
            [
              -98.62,
              41.14
            ],
            [
              -98.66,
              41.14
            ],
            [
              -98.68,
              41.16
            ],
            [
              -98.68,
              41.24
            ],
            [
              -98.7,
              41.28
            ],
            [
              -98.79,
              41.39
            ],
            [
              -98.79,
              41.42
            ],
            [
              -98.8,
              41.43
            ],
            [
              -98.8,
              41.46
            ],
            [
              -98.81,
              41.47
            ],
            [
              -98.81,
              41.51
            ],
            [
              -98.79,
              41.52
            ],
            [
              -98.74,
              41.57
            ],
            [
              -98.74,
              41.62
            ],
            [
              -98.77,
              41.65
            ],
            [
              -98.79,
              41.65
            ],
            [
              -98.83,
              41.69
            ],
            [
              -98.84,
              41.71
            ],
            [
              -98.84,
              41.81
            ],
            [
              -98.81,
              41.85
            ],
            [
              -98.81,
              41.91
            ],
            [
              -98.79,
              41.94
            ],
            [
              -98.77,
              42.03
            ],
            [
              -98.75,
              42.05
            ]
          ]
        ]
      },
      "raw_probability": 0.3478,
      "confidence_lo": 0.003,
      "confidence_hi": 0.0031,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "cb3f72ace421aeb383b5e62efca4c33d6643fc16255f8c84793b2f1e233529aa",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.3478,
        "probability": 0.003095,
        "confidence_lo": 0.003014,
        "confidence_hi": 0.003095,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7cebda015603f8aea42f7782cfc99109f29a3bd6a5cee056c5f5e306e522dfeb",
        "signature": {
          "alg": "ed25519",
          "sig": "5b939f281b8d883702e975034f4bbd3b688c09a9dfc47278668618afbe5fa9b3e2c240d0ce6ae625d76b81d6484f426656ccc76c8a1ff8e3605d6c1e2f57370c"
        }
      },
      "receipt_sha256": "7cebda015603f8aea42f7782cfc99109f29a3bd6a5cee056c5f5e306e522dfeb"
    },
    {
      "storm_id": "233539",
      "lat": 38.2871,
      "lon": -90.0964,
      "motion_east": 6.2,
      "motion_south": 3.9,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0031,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 667.0,
      "ebshear": 18.0,
      "srh01": 45.0,
      "maxllaz": 0.002,
      "mesh": 0.36,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 45.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.2325
        },
        {
          "name": "alignment",
          "value": -3.8758
        },
        {
          "name": "tau",
          "value": 1.7691
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3376
      },
      "coherence_score": 1.7690569162368774,
      "coherence_diagnostics": {
        "tau": 1.7690569162368774,
        "grad_tau": 0.478410005569458,
        "torsion": 0.0,
        "alignment": -3.875781774520874,
        "S_field": 1.655877947807312,
        "Gamma_field": 0.6572774648666382,
        "S_over_Gamma": 2.5192983150482178,
        "Da": 41.12751770019531,
        "E_coh": 0.8111087679862976,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 6,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -90.07,
              38.36
            ],
            [
              -90.04,
              38.36
            ],
            [
              -90.01,
              38.33
            ],
            [
              -90.01,
              38.27
            ],
            [
              -90.02,
              38.26
            ],
            [
              -90.06,
              38.25
            ],
            [
              -90.08,
              38.23
            ],
            [
              -90.13,
              38.23
            ],
            [
              -90.16,
              38.26
            ],
            [
              -90.2,
              38.26
            ],
            [
              -90.2,
              38.27
            ],
            [
              -90.16,
              38.29
            ],
            [
              -90.14,
              38.29
            ],
            [
              -90.07,
              38.36
            ]
          ]
        ]
      },
      "raw_probability": 0.3376,
      "confidence_lo": 0.003,
      "confidence_hi": 0.0031,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "699c570a63c3fa8d7113f293469c4e3ffd8bef311ae612c94d9d3e8ee9627524",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.3376,
        "probability": 0.003095,
        "confidence_lo": 0.003014,
        "confidence_hi": 0.003095,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7dbf4327c35348ef612232a5979d1a747854b26ecc25eece5802932f2eada6d0",
        "signature": {
          "alg": "ed25519",
          "sig": "5f04e2bfd0f3cca09895f7f0477b4acc3b139229c317fc02507d6538746a613c015af96e9ada974905ac2265014ebbaab0cdc49d6b19ce6cb5d4ada147156403"
        }
      },
      "receipt_sha256": "7dbf4327c35348ef612232a5979d1a747854b26ecc25eece5802932f2eada6d0"
    },
    {
      "storm_id": "234887",
      "lat": 44.4233,
      "lon": -73.6453,
      "motion_east": 6.1,
      "motion_south": 8.5,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0031,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 47.0,
      "ebshear": 29.0,
      "srh01": 39.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 39.0
        },
        {
          "name": "hrrr_pwat",
          "value": 25.1075
        },
        {
          "name": "alignment",
          "value": -7.1411
        },
        {
          "name": "tau",
          "value": 1.181
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3202
      },
      "coherence_score": 1.1810097694396973,
      "coherence_diagnostics": {
        "tau": 1.1810097694396973,
        "grad_tau": 0.17915749549865723,
        "torsion": 0.0,
        "alignment": -7.141109466552734,
        "S_field": 0.4733467102050781,
        "Gamma_field": 0.1806107610464096,
        "S_over_Gamma": 2.6208112239837646,
        "Da": 10.377531051635742,
        "E_coh": 0.2759523093700409,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -73.65,
              44.5
            ],
            [
              -73.6,
              44.5
            ],
            [
              -73.56,
              44.46
            ],
            [
              -73.55,
              44.4
            ],
            [
              -73.57,
              44.37
            ],
            [
              -73.59,
              44.36
            ],
            [
              -73.65,
              44.36
            ],
            [
              -73.66,
              44.37
            ],
            [
              -73.68,
              44.37
            ],
            [
              -73.69,
              44.38
            ],
            [
              -73.73,
              44.39
            ],
            [
              -73.73,
              44.44
            ],
            [
              -73.7,
              44.47
            ],
            [
              -73.67,
              44.48
            ],
            [
              -73.65,
              44.5
            ]
          ]
        ]
      },
      "raw_probability": 0.3202,
      "confidence_lo": 0.003,
      "confidence_hi": 0.0031,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "5aba4903b1c8b09f3e3fd20c264c2a096218dfd54c53b5ef0f398fa3e4530665",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.3202,
        "probability": 0.003095,
        "confidence_lo": 0.003014,
        "confidence_hi": 0.003095,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "bf7af2e44b253e33ce9d692877e44191392e651dea64391fffb326fec9cca7f5",
        "signature": {
          "alg": "ed25519",
          "sig": "9b05001dca967dbff830bc99c4704a46c7cb53aa99dc5d7ffb6c75753507acc8f8a6d3493aa73d6cfb6ed52c7db09ed2b1cee296b24185318b22a1e78ec66a01"
        }
      },
      "receipt_sha256": "bf7af2e44b253e33ce9d692877e44191392e651dea64391fffb326fec9cca7f5"
    },
    {
      "storm_id": "234652",
      "lat": 41.38,
      "lon": -97.1644,
      "motion_east": 8.2,
      "motion_south": -7.0,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0031,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3320.0,
      "ebshear": 53.0,
      "srh01": 84.0,
      "maxllaz": 0.005,
      "mesh": 0.08,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 84.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.9825
        },
        {
          "name": "alignment",
          "value": -6.0815
        },
        {
          "name": "tau",
          "value": 0.6404
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3177
      },
      "coherence_score": 0.6404030323028564,
      "coherence_diagnostics": {
        "tau": 0.6404030323028564,
        "grad_tau": 0.2881108820438385,
        "torsion": 0.0,
        "alignment": -6.081464767456055,
        "S_field": 0.5390379428863525,
        "Gamma_field": 2.1831107139587402,
        "S_over_Gamma": 0.24691277742385864,
        "Da": 136.2117919921875,
        "E_coh": 0.6267093420028687,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -97.18,
              41.41
            ],
            [
              -97.14,
              41.41
            ],
            [
              -97.13,
              41.4
            ],
            [
              -97.13,
              41.35
            ],
            [
              -97.14,
              41.34
            ],
            [
              -97.18,
              41.34
            ],
            [
              -97.2,
              41.36
            ],
            [
              -97.2,
              41.4
            ],
            [
              -97.18,
              41.41
            ]
          ]
        ]
      },
      "raw_probability": 0.3177,
      "confidence_lo": 0.003,
      "confidence_hi": 0.0031,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "f74505b5aff806de838a7da512a4796092d6cfc686c53e25234eb2216d694c24",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.3177,
        "probability": 0.003095,
        "confidence_lo": 0.003014,
        "confidence_hi": 0.003095,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "677cac00ae83a31fa9ac4774a6013b5e1ae735095b85ba3ec6c3439529b1c11e",
        "signature": {
          "alg": "ed25519",
          "sig": "6808987bbab336d809ac1afda9099c87fdf87fff52ff4de790f93b5b14da9c2ea68340b14d6749261f9379a49ded931f824fa2434bdccba14212efcc6db2be0e"
        }
      },
      "receipt_sha256": "677cac00ae83a31fa9ac4774a6013b5e1ae735095b85ba3ec6c3439529b1c11e"
    },
    {
      "storm_id": "234969",
      "lat": 38.3278,
      "lon": -84.0233,
      "motion_east": 6.2,
      "motion_south": 2.8,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0031,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 148.0,
      "ebshear": 28.0,
      "srh01": 98.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 98.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.9825
        },
        {
          "name": "alignment",
          "value": 10.6988
        },
        {
          "name": "tau",
          "value": 0.6833
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.308
      },
      "coherence_score": 0.68329256772995,
      "coherence_diagnostics": {
        "tau": 0.68329256772995,
        "grad_tau": 0.09083084017038345,
        "torsion": 0.0,
        "alignment": 10.698787689208984,
        "S_field": 0.44790118932724,
        "Gamma_field": 0.8197774887084961,
        "S_over_Gamma": 0.546369194984436,
        "Da": 54.54656982421875,
        "E_coh": 0.4234338402748108,
        "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": [
          [
            [
              -84.05,
              38.37
            ],
            [
              -84.0,
              38.37
            ],
            [
              -83.98,
              38.35
            ],
            [
              -83.98,
              38.3
            ],
            [
              -84.0,
              38.28
            ],
            [
              -84.02,
              38.28
            ],
            [
              -84.06,
              38.3
            ],
            [
              -84.07,
              38.33
            ],
            [
              -84.05,
              38.37
            ]
          ]
        ]
      },
      "raw_probability": 0.308,
      "confidence_lo": 0.003,
      "confidence_hi": 0.0031,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "31c260afd05bbbf8d8b8768c3a4e60804b0ae8403e93bf9db4af826be0ede746",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.308,
        "probability": 0.003095,
        "confidence_lo": 0.003014,
        "confidence_hi": 0.003095,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "402fb420d2759cbd6aaaa9b97e8608ed1063b0f8096f8f4cdc119adec8298827",
        "signature": {
          "alg": "ed25519",
          "sig": "e5857cd432b73cff8efef7d279099a463888c7d3306eb890e3c1ad34406ca1e3b7f67663c84fb83a33788f1483a38582921c48d3bd08496fa36a89407f29b80a"
        }
      },
      "receipt_sha256": "402fb420d2759cbd6aaaa9b97e8608ed1063b0f8096f8f4cdc119adec8298827"
    },
    {
      "storm_id": "234928",
      "lat": 38.5715,
      "lon": -84.244,
      "motion_east": 6.2,
      "motion_south": 1.8,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0031,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 201.0,
      "ebshear": 21.0,
      "srh01": 94.0,
      "maxllaz": 0.001,
      "mesh": 0.18,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 94.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.9825
        },
        {
          "name": "alignment",
          "value": 10.6988
        },
        {
          "name": "tau",
          "value": 0.6833
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3065
      },
      "coherence_score": 0.68329256772995,
      "coherence_diagnostics": {
        "tau": 0.68329256772995,
        "grad_tau": 0.09083084017038345,
        "torsion": 0.0,
        "alignment": 10.698787689208984,
        "S_field": 0.44790118932724,
        "Gamma_field": 0.8197774887084961,
        "S_over_Gamma": 0.546369194984436,
        "Da": 54.54656982421875,
        "E_coh": 0.4234338402748108,
        "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": [
          [
            [
              -84.32,
              38.65
            ],
            [
              -84.29,
              38.65
            ],
            [
              -84.27,
              38.64
            ],
            [
              -84.25,
              38.6
            ],
            [
              -84.2,
              38.59
            ],
            [
              -84.18,
              38.57
            ],
            [
              -84.14,
              38.56
            ],
            [
              -84.14,
              38.53
            ],
            [
              -84.16,
              38.51
            ],
            [
              -84.16,
              38.5
            ],
            [
              -84.21,
              38.5
            ],
            [
              -84.22,
              38.51
            ],
            [
              -84.24,
              38.51
            ],
            [
              -84.26,
              38.53
            ],
            [
              -84.26,
              38.55
            ],
            [
              -84.28,
              38.57
            ],
            [
              -84.32,
              38.58
            ],
            [
              -84.33,
              38.59
            ],
            [
              -84.33,
              38.64
            ],
            [
              -84.32,
              38.65
            ]
          ]
        ]
      },
      "raw_probability": 0.3065,
      "confidence_lo": 0.003,
      "confidence_hi": 0.0031,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "6f130203a3cd74b1fc5b74e1b731c957efa21497883fac71c4d13b163d5e4cd6",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.3065,
        "probability": 0.003095,
        "confidence_lo": 0.003014,
        "confidence_hi": 0.003095,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4ee3cfecc33186290adedf8804dc700e8385d31b4c716508f888742479147f92",
        "signature": {
          "alg": "ed25519",
          "sig": "67ae6da3115075cfadca913c4c82e4df0d75785832c4c0c7e8265e2888ec063454e4d84d26b6b755aba98144f819e19d6a75a8836986ca77d00fc16e780ffb07"
        }
      },
      "receipt_sha256": "4ee3cfecc33186290adedf8804dc700e8385d31b4c716508f888742479147f92"
    },
    {
      "storm_id": "234700",
      "lat": 41.16,
      "lon": -97.1931,
      "motion_east": 8.3,
      "motion_south": -6.0,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0031,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3564.0,
      "ebshear": 51.0,
      "srh01": 83.0,
      "maxllaz": 0.006,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 83.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.9825
        },
        {
          "name": "alignment",
          "value": -6.0815
        },
        {
          "name": "tau",
          "value": 0.6404
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2966
      },
      "coherence_score": 0.6404030323028564,
      "coherence_diagnostics": {
        "tau": 0.6404030323028564,
        "grad_tau": 0.2881108820438385,
        "torsion": 0.0,
        "alignment": -6.081464767456055,
        "S_field": 0.5390379428863525,
        "Gamma_field": 2.1831107139587402,
        "S_over_Gamma": 0.24691277742385864,
        "Da": 136.2117919921875,
        "E_coh": 0.6267093420028687,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -97.21,
              41.25
            ],
            [
              -97.18,
              41.25
            ],
            [
              -97.16,
              41.24
            ],
            [
              -97.14,
              41.21
            ],
            [
              -97.15,
              41.15
            ],
            [
              -97.16,
              41.14
            ],
            [
              -97.16,
              41.11
            ],
            [
              -97.17,
              41.1
            ],
            [
              -97.17,
              41.07
            ],
            [
              -97.22,
              41.07
            ],
            [
              -97.22,
              41.1
            ],
            [
              -97.23,
              41.11
            ],
            [
              -97.23,
              41.14
            ],
            [
              -97.24,
              41.15
            ],
            [
              -97.24,
              41.22
            ],
            [
              -97.21,
              41.25
            ]
          ]
        ]
      },
      "raw_probability": 0.2966,
      "confidence_lo": 0.003,
      "confidence_hi": 0.0031,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "6c73571da2964c0d081157773a8240505202b7f37c81bf5d0aa57331fbf351aa",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.2966,
        "probability": 0.003095,
        "confidence_lo": 0.003014,
        "confidence_hi": 0.003095,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "29199af9dbf51152589fc6ae787715d80327531390ba3f18bed05abb52578cc0",
        "signature": {
          "alg": "ed25519",
          "sig": "e885f238c3892a04c04b7ed8561e54fced2fd347c5a21e6f86f72905e415bb772635d296007f43dffefde9e9bc5bf216da6b3cefd1a5e636a127a3e1edea5a08"
        }
      },
      "receipt_sha256": "29199af9dbf51152589fc6ae787715d80327531390ba3f18bed05abb52578cc0"
    },
    {
      "storm_id": "234991",
      "lat": 38.1586,
      "lon": -83.8029,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 262.0,
      "ebshear": 33.0,
      "srh01": 102.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 102.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.9825
        },
        {
          "name": "alignment",
          "value": 10.6988
        },
        {
          "name": "tau",
          "value": 0.6833
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.288
      },
      "coherence_score": 0.68329256772995,
      "coherence_diagnostics": {
        "tau": 0.68329256772995,
        "grad_tau": 0.09083084017038345,
        "torsion": 0.0,
        "alignment": 10.698787689208984,
        "S_field": 0.44790118932724,
        "Gamma_field": 0.8197774887084961,
        "S_over_Gamma": 0.546369194984436,
        "Da": 54.54656982421875,
        "E_coh": 0.4234338402748108,
        "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": [
          [
            [
              -83.8,
              38.19
            ],
            [
              -83.77,
              38.18
            ],
            [
              -83.77,
              38.12
            ],
            [
              -83.82,
              38.12
            ],
            [
              -83.83,
              38.14
            ],
            [
              -83.83,
              38.17
            ],
            [
              -83.8,
              38.19
            ]
          ]
        ]
      },
      "raw_probability": 0.288,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "fee9de0c571bd327effafa9e0c270018eee7f4264e57edff416f5af309d7ae0a",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.288,
        "probability": 0.002211,
        "confidence_lo": 0.002182,
        "confidence_hi": 0.002211,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5a3644b8b285e232f16c0766d3a646434d46397f01266fe4283a941570ba31ae",
        "signature": {
          "alg": "ed25519",
          "sig": "9ff0399533926fb66a5c19b86cc54bc905aa11f31c83080fd69b46de7ee6ef9f9a4f81d92edb045f8d1771bc68a91abdf5965a79008b8726e82a731600331c00"
        }
      },
      "receipt_sha256": "5a3644b8b285e232f16c0766d3a646434d46397f01266fe4283a941570ba31ae"
    },
    {
      "storm_id": "233239",
      "lat": 37.7222,
      "lon": -84.115,
      "motion_east": 6.3,
      "motion_south": 4.3,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 185.0,
      "ebshear": 30.0,
      "srh01": 108.0,
      "maxllaz": 0.005,
      "mesh": 0.1,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 108.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.2325
        },
        {
          "name": "alignment",
          "value": -2.3925
        },
        {
          "name": "tau",
          "value": 0.6742
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2683
      },
      "coherence_score": 0.6741870045661926,
      "coherence_diagnostics": {
        "tau": 0.6741870045661926,
        "grad_tau": 0.27065765857696533,
        "torsion": 0.0,
        "alignment": -2.392477512359619,
        "S_field": 0.17105352878570557,
        "Gamma_field": 1.0614440441131592,
        "S_over_Gamma": 0.161151722073555,
        "Da": 70.95437622070312,
        "E_coh": 0.2706885039806366,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 7,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.18,
              37.79
            ],
            [
              -84.15,
              37.79
            ],
            [
              -84.14,
              37.78
            ],
            [
              -84.12,
              37.78
            ],
            [
              -84.1,
              37.76
            ],
            [
              -84.04,
              37.75
            ],
            [
              -84.0,
              37.71
            ],
            [
              -84.0,
              37.69
            ],
            [
              -84.02,
              37.67
            ],
            [
              -84.06,
              37.65
            ],
            [
              -84.08,
              37.65
            ],
            [
              -84.09,
              37.66
            ],
            [
              -84.13,
              37.66
            ],
            [
              -84.17,
              37.7
            ],
            [
              -84.19,
              37.7
            ],
            [
              -84.21,
              37.72
            ],
            [
              -84.21,
              37.75
            ],
            [
              -84.18,
              37.79
            ]
          ]
        ]
      },
      "raw_probability": 0.2683,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "ab1ab64f9ad5ff9e3d690371edc5fc51c6d636812c74c9f190881795aabb299f",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.2683,
        "probability": 0.002211,
        "confidence_lo": 0.002182,
        "confidence_hi": 0.002211,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "615cc70cc4798f71bcb02b52ba9c170baa9360c57ab67a9698dd0028034f2159",
        "signature": {
          "alg": "ed25519",
          "sig": "e8edc75a0c5b07bd48741bfc5ea8bdf1ebc104c0c8e2f1ec8ce6c8ec1ce2f973f300bd5fdaf9e1b4113a496c8d25145440c45bc3fa1dab3bf8a93593bc8f4e0d"
        }
      },
      "receipt_sha256": "615cc70cc4798f71bcb02b52ba9c170baa9360c57ab67a9698dd0028034f2159"
    },
    {
      "storm_id": "234885",
      "lat": 46.622,
      "lon": -112.72,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 151.0,
      "ebshear": 24.0,
      "srh01": 94.0,
      "maxllaz": 0.001,
      "mesh": 0.05,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 94.0
        },
        {
          "name": "hrrr_pwat",
          "value": 26.4825
        },
        {
          "name": "alignment",
          "value": -4.3732
        },
        {
          "name": "tau",
          "value": 0.4414
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2568
      },
      "coherence_score": 0.44144517183303833,
      "coherence_diagnostics": {
        "tau": 0.44144517183303833,
        "grad_tau": 0.06716569513082504,
        "torsion": 0.0,
        "alignment": -4.373234748840332,
        "S_field": 0.6361987590789795,
        "Gamma_field": 0.7489441633224487,
        "S_over_Gamma": 0.8494608402252197,
        "Da": 44.98900604248047,
        "E_coh": 0.6991305947303772,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -112.71,
              46.68
            ],
            [
              -112.67,
              46.68
            ],
            [
              -112.67,
              46.62
            ],
            [
              -112.74,
              46.56
            ],
            [
              -112.73,
              46.55
            ],
            [
              -112.75,
              46.55
            ],
            [
              -112.76,
              46.6
            ],
            [
              -112.73,
              46.64
            ],
            [
              -112.73,
              46.66
            ],
            [
              -112.71,
              46.68
            ]
          ]
        ]
      },
      "raw_probability": 0.2568,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "4f1868356b89edc6f926e183276630596cd5237f212274ad7b775b0111be257e",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.2568,
        "probability": 0.002211,
        "confidence_lo": 0.002182,
        "confidence_hi": 0.002211,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "90127dfc980d1284b450611d3b3efb627db19d694ac74098cffd4c0d30d6374d",
        "signature": {
          "alg": "ed25519",
          "sig": "e708881f00bcc58470a039ebb307031195614fca1a3fab36f50b6481b507c09b2837033e36f75641372ddd2f2acc2a798003b11f7c2369db39625f74db8d3204"
        }
      },
      "receipt_sha256": "90127dfc980d1284b450611d3b3efb627db19d694ac74098cffd4c0d30d6374d"
    },
    {
      "storm_id": "234202",
      "lat": 40.8254,
      "lon": -102.1831,
      "motion_east": 8.1,
      "motion_south": -10.0,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 929.0,
      "ebshear": 46.0,
      "srh01": 92.0,
      "maxllaz": 0.002,
      "mesh": 0.18,
      "flash_rate": 21.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 92.0
        },
        {
          "name": "hrrr_pwat",
          "value": 25.4825
        },
        {
          "name": "alignment",
          "value": -3.0571
        },
        {
          "name": "tau",
          "value": 0.5012
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2509
      },
      "coherence_score": 0.5012023448944092,
      "coherence_diagnostics": {
        "tau": 0.5012023448944092,
        "grad_tau": 0.06879013776779175,
        "torsion": 0.0,
        "alignment": -3.0570640563964844,
        "S_field": 0.07210853695869446,
        "Gamma_field": 0.17061075568199158,
        "S_over_Gamma": 0.42264941334724426,
        "Da": 10.137747764587402,
        "E_coh": 0.4223431348800659,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -102.25,
              40.88
            ],
            [
              -102.21,
              40.88
            ],
            [
              -102.17,
              40.86
            ],
            [
              -102.12,
              40.86
            ],
            [
              -102.1,
              40.85
            ],
            [
              -102.07,
              40.82
            ],
            [
              -102.07,
              40.77
            ],
            [
              -102.11,
              40.75
            ],
            [
              -102.23,
              40.75
            ],
            [
              -102.25,
              40.76
            ],
            [
              -102.28,
              40.81
            ],
            [
              -102.27,
              40.86
            ],
            [
              -102.25,
              40.88
            ]
          ]
        ]
      },
      "raw_probability": 0.2509,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "c7b60fb1b31399ebda689c18ec94065837f27e7a650b0752a55b52c1578c3934",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.2509,
        "probability": 0.002211,
        "confidence_lo": 0.002182,
        "confidence_hi": 0.002211,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a417281fc1a3b447a08f58c1623064ca21409c6c11c31d4e593d8b662f55f173",
        "signature": {
          "alg": "ed25519",
          "sig": "49e76ddeb160dbcb2bb062919fc86e098f0c47ed032bd66a82da5a26f70dd8aafb5e8598ba7f3212a5d48ae4d42371840a2eb8a5a192d44945180a9fa0620d00"
        }
      },
      "receipt_sha256": "a417281fc1a3b447a08f58c1623064ca21409c6c11c31d4e593d8b662f55f173"
    },
    {
      "storm_id": "234967",
      "lat": 41.0933,
      "lon": -102.5433,
      "motion_east": 7.4,
      "motion_south": -4.0,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 999.0,
      "ebshear": 51.0,
      "srh01": 84.0,
      "maxllaz": 0.001,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 84.0
        },
        {
          "name": "hrrr_pwat",
          "value": 23.7325
        },
        {
          "name": "alignment",
          "value": 1.6246
        },
        {
          "name": "tau",
          "value": 0.5342
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2349
      },
      "coherence_score": 0.5341501832008362,
      "coherence_diagnostics": {
        "tau": 0.5341501832008362,
        "grad_tau": 0.040901053696870804,
        "torsion": 0.0,
        "alignment": 1.6245851516723633,
        "S_field": 0.16775096952915192,
        "Gamma_field": 0.21644409000873566,
        "S_over_Gamma": 0.7750313878059387,
        "Da": 12.955138206481934,
        "E_coh": 0.4928482472896576,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -102.56,
              41.12
            ],
            [
              -102.53,
              41.12
            ],
            [
              -102.51,
              41.11
            ],
            [
              -102.51,
              41.07
            ],
            [
              -102.52,
              41.06
            ],
            [
              -102.56,
              41.06
            ],
            [
              -102.57,
              41.07
            ],
            [
              -102.57,
              41.11
            ],
            [
              -102.56,
              41.12
            ]
          ]
        ]
      },
      "raw_probability": 0.2349,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "d4b87c4efc7e12e88d1196d7a2c34f4e86e0b12a91d9e1021a8e50da4b620a92",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.2349,
        "probability": 0.002211,
        "confidence_lo": 0.002182,
        "confidence_hi": 0.002211,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ba33ebc60330a58e5e0bb3ea4da488bc495c4b7f0b54bc31d8408efefb6780cf",
        "signature": {
          "alg": "ed25519",
          "sig": "013e73ef33fc72c42df1f59746b7c37afc6aeb9f4c63918e8e4ffff100bd887f3cbf85b4a0497795fdfd919f948b86d08dc3aed12587d7857897e02eebf4c300"
        }
      },
      "receipt_sha256": "ba33ebc60330a58e5e0bb3ea4da488bc495c4b7f0b54bc31d8408efefb6780cf"
    },
    {
      "storm_id": "234737",
      "lat": 38.1892,
      "lon": -83.5469,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 260.0,
      "ebshear": 31.0,
      "srh01": 93.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 93.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.6075
        },
        {
          "name": "alignment",
          "value": 11.9703
        },
        {
          "name": "tau",
          "value": 0.7615
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2311
      },
      "coherence_score": 0.7614697217941284,
      "coherence_diagnostics": {
        "tau": 0.7614697217941284,
        "grad_tau": 0.0912434384226799,
        "torsion": 0.0,
        "alignment": 11.970333099365234,
        "S_field": 0.41256630420684814,
        "Gamma_field": 0.6306107640266418,
        "S_over_Gamma": 0.654232919216156,
        "Da": 42.8471565246582,
        "E_coh": 0.47813424468040466,
        "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": [
          [
            [
              -83.58,
              38.26
            ],
            [
              -83.52,
              38.23
            ],
            [
              -83.49,
              38.2
            ],
            [
              -83.48,
              38.18
            ],
            [
              -83.48,
              38.15
            ],
            [
              -83.49,
              38.14
            ],
            [
              -83.51,
              38.13
            ],
            [
              -83.56,
              38.13
            ],
            [
              -83.6,
              38.16
            ],
            [
              -83.6,
              38.18
            ],
            [
              -83.62,
              38.2
            ],
            [
              -83.6,
              38.24
            ],
            [
              -83.58,
              38.26
            ]
          ]
        ]
      },
      "raw_probability": 0.2311,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "5107181f4499131be43d8493f70b49b6c40a9692d0a0424bc3c039470a7c9c7a",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.2311,
        "probability": 0.002211,
        "confidence_lo": 0.002182,
        "confidence_hi": 0.002211,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6c02d469dc0e91d3bc30d9581f264bee6c00a0706e8b74b679752a60e1f7aa2f",
        "signature": {
          "alg": "ed25519",
          "sig": "bbff688c52dbff4468bb42bea9a5c18f519bb39b43cfdf6dfd03886f95f44152fc180c61b4c02ecca00f19c91f70b022ee7641b1e4264f491e67865ae0848605"
        }
      },
      "receipt_sha256": "6c02d469dc0e91d3bc30d9581f264bee6c00a0706e8b74b679752a60e1f7aa2f"
    },
    {
      "storm_id": "234987",
      "lat": 41.2254,
      "lon": -102.0762,
      "motion_east": 7.4,
      "motion_south": -5.0,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 870.0,
      "ebshear": 54.0,
      "srh01": 157.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 157.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.7325
        },
        {
          "name": "alignment",
          "value": 1.11
        },
        {
          "name": "tau",
          "value": 0.5499
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2223
      },
      "coherence_score": 0.5498560667037964,
      "coherence_diagnostics": {
        "tau": 0.5498560667037964,
        "grad_tau": 0.049580760300159454,
        "torsion": 0.0,
        "alignment": 1.1100034713745117,
        "S_field": 0.1885448396205902,
        "Gamma_field": 0.38144412636756897,
        "S_over_Gamma": 0.49429216980934143,
        "Da": 22.678945541381836,
        "E_coh": 0.3171122372150421,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -102.08,
              41.3
            ],
            [
              -102.04,
              41.3
            ],
            [
              -102.03,
              41.29
            ],
            [
              -102.03,
              41.25
            ],
            [
              -102.05,
              41.22
            ],
            [
              -102.04,
              41.2
            ],
            [
              -102.04,
              41.14
            ],
            [
              -102.06,
              41.12
            ],
            [
              -102.1,
              41.12
            ],
            [
              -102.15,
              41.19
            ],
            [
              -102.15,
              41.24
            ],
            [
              -102.14,
              41.26
            ],
            [
              -102.08,
              41.3
            ]
          ]
        ]
      },
      "raw_probability": 0.2223,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "18c4d6031354bbc381d0b0b75dbeb978098e2c1bb6c4aba19132dc25374d403f",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.2223,
        "probability": 0.002211,
        "confidence_lo": 0.002182,
        "confidence_hi": 0.002211,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e12d00d92cc8b6ea9014c34c104fc92e68390194c8be558adc9a9645d19f142a",
        "signature": {
          "alg": "ed25519",
          "sig": "21ec31b8fd2f3c4adbb369d25c5a804a8d2bacb03ce8701cfef2e9c30c968e45e2af719d01e0e57fac88367187da1d055b9da8f8bfa9e388035bfeeb335ee802"
        }
      },
      "receipt_sha256": "e12d00d92cc8b6ea9014c34c104fc92e68390194c8be558adc9a9645d19f142a"
    },
    {
      "storm_id": "234276",
      "lat": 41.798,
      "lon": -100.1088,
      "motion_east": 5.4,
      "motion_south": -5.0,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4184.0,
      "ebshear": 53.0,
      "srh01": 121.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 121.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.6075
        },
        {
          "name": "alignment",
          "value": -4.0114
        },
        {
          "name": "tau",
          "value": 0.6001
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.214
      },
      "coherence_score": 0.6000889539718628,
      "coherence_diagnostics": {
        "tau": 0.6000889539718628,
        "grad_tau": 0.08969728648662567,
        "torsion": 0.0,
        "alignment": -4.011431694030762,
        "S_field": 0.2674143314361572,
        "Gamma_field": 0.8139441013336182,
        "S_over_Gamma": 0.3285413980484009,
        "Da": 50.051490783691406,
        "E_coh": 0.14777356386184692,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -100.08,
              41.88
            ],
            [
              -99.97,
              41.88
            ],
            [
              -99.95,
              41.86
            ],
            [
              -99.95,
              41.81
            ],
            [
              -99.99,
              41.79
            ],
            [
              -100.01,
              41.77
            ],
            [
              -100.03,
              41.77
            ],
            [
              -100.04,
              41.76
            ],
            [
              -100.08,
              41.76
            ],
            [
              -100.1,
              41.78
            ],
            [
              -100.12,
              41.77
            ],
            [
              -100.13,
              41.78
            ],
            [
              -100.16,
              41.75
            ],
            [
              -100.2,
              41.73
            ],
            [
              -100.21,
              41.71
            ],
            [
              -100.25,
              41.71
            ],
            [
              -100.25,
              41.75
            ],
            [
              -100.24,
              41.77
            ],
            [
              -100.22,
              41.79
            ],
            [
              -100.18,
              41.81
            ],
            [
              -100.14,
              41.85
            ],
            [
              -100.13,
              41.85
            ],
            [
              -100.12,
              41.87
            ],
            [
              -100.09,
              41.87
            ],
            [
              -100.08,
              41.88
            ]
          ]
        ]
      },
      "raw_probability": 0.214,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "e01c77ad444daa8542227fb04a012acac3649d7d176eb0b2e69eb9974c987be5",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.214,
        "probability": 0.002211,
        "confidence_lo": 0.002182,
        "confidence_hi": 0.002211,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4bc0989ae7c5a54ecbcab299e8b239a16c3a28e8a20b8ff19b5081e63781359a",
        "signature": {
          "alg": "ed25519",
          "sig": "7bbd5b969d4dccc67d28a812d537928dbd48885aeee874a63ed82400731a234cd8907c657601b3050fe7f93d97e1e7228a03f3fb3c121c0286306612b041830e"
        }
      },
      "receipt_sha256": "4bc0989ae7c5a54ecbcab299e8b239a16c3a28e8a20b8ff19b5081e63781359a"
    },
    {
      "storm_id": "234988",
      "lat": 41.1764,
      "lon": -102.3329,
      "motion_east": 7.5,
      "motion_south": -6.0,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1006.0,
      "ebshear": 52.0,
      "srh01": 93.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 93.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.7325
        },
        {
          "name": "alignment",
          "value": 1.11
        },
        {
          "name": "tau",
          "value": 0.5499
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2094
      },
      "coherence_score": 0.5498560667037964,
      "coherence_diagnostics": {
        "tau": 0.5498560667037964,
        "grad_tau": 0.049580760300159454,
        "torsion": 0.0,
        "alignment": 1.1100034713745117,
        "S_field": 0.1885448396205902,
        "Gamma_field": 0.38144412636756897,
        "S_over_Gamma": 0.49429216980934143,
        "Da": 22.678945541381836,
        "E_coh": 0.3171122372150421,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -102.39,
              41.22
            ],
            [
              -102.29,
              41.22
            ],
            [
              -102.27,
              41.18
            ],
            [
              -102.26,
              41.19
            ],
            [
              -102.26,
              41.21
            ],
            [
              -102.25,
              41.21
            ],
            [
              -102.25,
              41.15
            ],
            [
              -102.28,
              41.15
            ],
            [
              -102.32,
              41.11
            ],
            [
              -102.4,
              41.11
            ],
            [
              -102.43,
              41.14
            ],
            [
              -102.44,
              41.17
            ],
            [
              -102.43,
              41.19
            ],
            [
              -102.39,
              41.22
            ]
          ]
        ]
      },
      "raw_probability": 0.2094,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "4865a18ca0a709df4c32d133bcb73727233772990e96d5b3d1079e2ace5f4579",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.2094,
        "probability": 0.002211,
        "confidence_lo": 0.002182,
        "confidence_hi": 0.002211,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3c239abd33b47d353ec70ebd65cc9b8726f9434bdb650935e6d26e005adbdaf4",
        "signature": {
          "alg": "ed25519",
          "sig": "50069c71a2b4199336d9230d613ed10dd1457dceffa59d0461303c4d5469345f785651718fa0c2ba9306c8a8d0483a559ec148fc549753e44b63ad31ff71fa0f"
        }
      },
      "receipt_sha256": "3c239abd33b47d353ec70ebd65cc9b8726f9434bdb650935e6d26e005adbdaf4"
    },
    {
      "storm_id": "234946",
      "lat": 41.0055,
      "lon": -72.0573,
      "motion_east": 9.4,
      "motion_south": 1.9,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1339.0,
      "ebshear": 52.0,
      "srh01": 81.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 81.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.6075
        },
        {
          "name": "alignment",
          "value": -4.0873
        },
        {
          "name": "tau",
          "value": 0.6253
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1909
      },
      "coherence_score": 0.6252645254135132,
      "coherence_diagnostics": {
        "tau": 0.6252645254135132,
        "grad_tau": 0.1597595363855362,
        "torsion": 0.0,
        "alignment": -4.08726167678833,
        "S_field": 0.23149454593658447,
        "Gamma_field": 1.0847774744033813,
        "S_over_Gamma": 0.21340279281139374,
        "Da": 69.45081329345703,
        "E_coh": 0.03276367112994194,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -72.1,
              41.08
            ],
            [
              -71.96,
              41.02
            ],
            [
              -71.95,
              41.01
            ],
            [
              -71.95,
              40.97
            ],
            [
              -72.0,
              40.94
            ],
            [
              -72.08,
              40.95
            ],
            [
              -72.1,
              40.97
            ],
            [
              -72.11,
              40.97
            ],
            [
              -72.14,
              41.01
            ],
            [
              -72.14,
              41.06
            ],
            [
              -72.1,
              41.08
            ]
          ]
        ]
      },
      "raw_probability": 0.1909,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "f0ff9840aee25c8f5a2090b179eeacdacf5d7178c987c4a5ac6ef1fa5ff69487",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.1909,
        "probability": 0.002211,
        "confidence_lo": 0.002182,
        "confidence_hi": 0.002211,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "71ece979978bdf84f4ff981c9fcee8ee0f1748f60aa69609ddc500cfb5b9b0f6",
        "signature": {
          "alg": "ed25519",
          "sig": "14c69262bb7f8f7722b6ad27a3e597666b28f0db0619f6784e2dbecc884bf0084737e6b0b15438e3f1c898c64aa9131cdaea840bb9150da25e61766c0348860a"
        }
      },
      "receipt_sha256": "71ece979978bdf84f4ff981c9fcee8ee0f1748f60aa69609ddc500cfb5b9b0f6"
    },
    {
      "storm_id": "234728",
      "lat": 42.4817,
      "lon": -96.8125,
      "motion_east": 8.0,
      "motion_south": -7.0,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2026.0,
      "ebshear": 57.0,
      "srh01": 41.0,
      "maxllaz": 0.003,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 41.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.6075
        },
        {
          "name": "alignment",
          "value": 5.0118
        },
        {
          "name": "tau",
          "value": 0.8684
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1907
      },
      "coherence_score": 0.8683722019195557,
      "coherence_diagnostics": {
        "tau": 0.8683722019195557,
        "grad_tau": 0.09133509546518326,
        "torsion": 0.0,
        "alignment": 5.011837959289551,
        "S_field": 0.3817328214645386,
        "Gamma_field": 0.22727742791175842,
        "S_over_Gamma": 1.6795896291732788,
        "Da": 13.953346252441406,
        "E_coh": 0.10330042243003845,
        "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": [
          [
            [
              -96.8,
              42.53
            ],
            [
              -96.74,
              42.5
            ],
            [
              -96.74,
              42.45
            ],
            [
              -96.8,
              42.42
            ],
            [
              -96.81,
              42.43
            ],
            [
              -96.85,
              42.44
            ],
            [
              -96.85,
              42.47
            ],
            [
              -96.86,
              42.48
            ],
            [
              -96.86,
              42.49
            ],
            [
              -96.83,
              42.52
            ],
            [
              -96.81,
              42.52
            ],
            [
              -96.8,
              42.53
            ]
          ]
        ]
      },
      "raw_probability": 0.1907,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "70c9d156f1ad40d14a118d4bd9abf8667cae19ac423e595183d1e850d3d5620e",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.1907,
        "probability": 0.002211,
        "confidence_lo": 0.002182,
        "confidence_hi": 0.002211,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b3827adee882c3339026bc1146ecdac35027affc85a24c5f26b880857f37d32d",
        "signature": {
          "alg": "ed25519",
          "sig": "0abb3fae3f6cb1087e9df227f2fe1c42f80073db67f1eed322c00d525844f234e44e008caa99310d5c3d9183de0a7f26b9eaf9ae0b44de41d4bd21408e3a5b00"
        }
      },
      "receipt_sha256": "b3827adee882c3339026bc1146ecdac35027affc85a24c5f26b880857f37d32d"
    },
    {
      "storm_id": "234962",
      "lat": 42.7428,
      "lon": -97.4711,
      "motion_east": 8.3,
      "motion_south": -7.0,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2315.0,
      "ebshear": 54.0,
      "srh01": 44.0,
      "maxllaz": 0.003,
      "mesh": 0.04,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 44.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.6075
        },
        {
          "name": "alignment",
          "value": 5.0118
        },
        {
          "name": "tau",
          "value": 0.8684
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1907
      },
      "coherence_score": 0.8683722019195557,
      "coherence_diagnostics": {
        "tau": 0.8683722019195557,
        "grad_tau": 0.09133509546518326,
        "torsion": 0.0,
        "alignment": 5.011837959289551,
        "S_field": 0.3817328214645386,
        "Gamma_field": 0.22727742791175842,
        "S_over_Gamma": 1.6795896291732788,
        "Da": 13.953346252441406,
        "E_coh": 0.10330042243003845,
        "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": [
          [
            [
              -97.48,
              42.89
            ],
            [
              -97.43,
              42.89
            ],
            [
              -97.38,
              42.85
            ],
            [
              -97.28,
              42.85
            ],
            [
              -97.26,
              42.84
            ],
            [
              -97.26,
              42.83
            ],
            [
              -97.24,
              42.81
            ],
            [
              -97.18,
              42.78
            ],
            [
              -97.18,
              42.73
            ],
            [
              -97.21,
              42.72
            ],
            [
              -97.22,
              42.73
            ],
            [
              -97.26,
              42.74
            ],
            [
              -97.28,
              42.76
            ],
            [
              -97.37,
              42.76
            ],
            [
              -97.38,
              42.77
            ],
            [
              -97.43,
              42.73
            ],
            [
              -97.45,
              42.73
            ],
            [
              -97.46,
              42.72
            ],
            [
              -97.5,
              42.72
            ],
            [
              -97.5,
              42.73
            ],
            [
              -97.52,
              42.74
            ],
            [
              -97.53,
              42.73
            ],
            [
              -97.53,
              42.71
            ],
            [
              -97.55,
              42.69
            ],
            [
              -97.54,
              42.68
            ],
            [
              -97.49,
              42.68
            ],
            [
              -97.47,
              42.69
            ],
            [
              -97.45,
              42.68
            ],
            [
              -97.44,
              42.66
            ],
            [
              -97.44,
              42.62
            ],
            [
              -97.46,
              42.6
            ],
            [
              -97.5,
              42.58
            ],
            [
              -97.56,
              42.59
            ],
            [
              -97.57,
              42.61
            ],
            [
              -97.64,
              42.68
            ],
            [
              -97.66,
              42.69
            ],
            [
              -97.74,
              42.69
            ],
            [
              -97.77,
              42.71
            ],
            [
              -97.77,
              42.76
            ],
            [
              -97.75,
              42.77
            ],
            [
              -97.67,
              42.77
            ],
            [
              -97.63,
              42.81
            ],
            [
              -97.62,
              42.83
            ],
            [
              -97.62,
              42.87
            ],
            [
              -97.52,
              42.86
            ],
            [
              -97.48,
              42.89
            ]
          ]
        ]
      },
      "raw_probability": 0.1907,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "70c9d156f1ad40d14a118d4bd9abf8667cae19ac423e595183d1e850d3d5620e",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.1907,
        "probability": 0.002211,
        "confidence_lo": 0.002182,
        "confidence_hi": 0.002211,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b3827adee882c3339026bc1146ecdac35027affc85a24c5f26b880857f37d32d",
        "signature": {
          "alg": "ed25519",
          "sig": "0abb3fae3f6cb1087e9df227f2fe1c42f80073db67f1eed322c00d525844f234e44e008caa99310d5c3d9183de0a7f26b9eaf9ae0b44de41d4bd21408e3a5b00"
        }
      },
      "receipt_sha256": "b3827adee882c3339026bc1146ecdac35027affc85a24c5f26b880857f37d32d"
    },
    {
      "storm_id": "234770",
      "lat": 47.0077,
      "lon": -108.14,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 311.0,
      "ebshear": 28.0,
      "srh01": 70.0,
      "maxllaz": 0.001,
      "mesh": 0.08,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 70.0
        },
        {
          "name": "hrrr_pwat",
          "value": 22.2325
        },
        {
          "name": "alignment",
          "value": -7.9247
        },
        {
          "name": "tau",
          "value": 0.655
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1846
      },
      "coherence_score": 0.6549851894378662,
      "coherence_diagnostics": {
        "tau": 0.6549851894378662,
        "grad_tau": 0.11246012896299362,
        "torsion": 0.0,
        "alignment": -7.924676895141602,
        "S_field": 0.2280469536781311,
        "Gamma_field": 0.24394409358501434,
        "S_over_Gamma": 0.9348328709602356,
        "Da": 15.211679458618164,
        "E_coh": 0.3541310131549835,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -108.12,
              47.04
            ],
            [
              -108.11,
              47.03
            ],
            [
              -108.08,
              47.03
            ],
            [
              -108.08,
              46.98
            ],
            [
              -108.1,
              46.97
            ],
            [
              -108.18,
              46.96
            ],
            [
              -108.18,
              46.97
            ],
            [
              -108.2,
              46.99
            ],
            [
              -108.18,
              47.01
            ],
            [
              -108.18,
              47.02
            ],
            [
              -108.16,
              47.03
            ],
            [
              -108.13,
              47.03
            ],
            [
              -108.12,
              47.04
            ]
          ]
        ]
      },
      "raw_probability": 0.1846,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "776a5d4b4892663ffd9111b5ec46831562ae306faa32aaefd6e2f2312a424c47",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.1846,
        "probability": 0.002211,
        "confidence_lo": 0.002182,
        "confidence_hi": 0.002211,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "21ef2b88984b9fe9d66fe978ca8ca6f4ec3a942449adbd8183b766adf835bcca",
        "signature": {
          "alg": "ed25519",
          "sig": "64e487647c04aeb664a90cee464d374ed15b57bac57dca6cf16ba0a4b8725da4ae6bfbe4746bd38345f2aee856eb852b48d1d5827ad6977d7437fe2a21fc5e05"
        }
      },
      "receipt_sha256": "21ef2b88984b9fe9d66fe978ca8ca6f4ec3a942449adbd8183b766adf835bcca"
    },
    {
      "storm_id": "234925",
      "lat": 41.6933,
      "lon": -97.9656,
      "motion_east": 10.5,
      "motion_south": -5.0,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2469.0,
      "ebshear": 49.0,
      "srh01": 34.0,
      "maxllaz": 0.002,
      "mesh": 0.05,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 34.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.8575
        },
        {
          "name": "alignment",
          "value": 7.1431
        },
        {
          "name": "tau",
          "value": 0.7339
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1763
      },
      "coherence_score": 0.7338660955429077,
      "coherence_diagnostics": {
        "tau": 0.7338660955429077,
        "grad_tau": 0.15020692348480225,
        "torsion": 0.0,
        "alignment": 7.143066883087158,
        "S_field": 0.3095739483833313,
        "Gamma_field": 0.1714440882205963,
        "S_over_Gamma": 1.8056845664978027,
        "Da": 10.55690860748291,
        "E_coh": 0.5933716893196106,
        "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": [
          [
            [
              -97.98,
              41.73
            ],
            [
              -97.95,
              41.73
            ],
            [
              -97.93,
              41.71
            ],
            [
              -97.93,
              41.66
            ],
            [
              -97.94,
              41.65
            ],
            [
              -97.98,
              41.65
            ],
            [
              -98.0,
              41.67
            ],
            [
              -98.0,
              41.71
            ],
            [
              -97.98,
              41.73
            ]
          ]
        ]
      },
      "raw_probability": 0.1763,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "70ef43a9d9bf4f5e72d3aaf457ec214b04015efeb3a7352f2801f3d586ba2089",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.1763,
        "probability": 0.002211,
        "confidence_lo": 0.002182,
        "confidence_hi": 0.002211,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b45a906c99fa881f5586d6a75bc6b00610f62d726b3af3f05e574c4f84d57c62",
        "signature": {
          "alg": "ed25519",
          "sig": "106b02b7d365af3864958629c2152feb9a3e974ef3cf8e7c9a259b203d4bd0c5bb3d57f83918aa0f44d490a41646c9eea76c6e847a998ab89262b0b34ee06d06"
        }
      },
      "receipt_sha256": "b45a906c99fa881f5586d6a75bc6b00610f62d726b3af3f05e574c4f84d57c62"
    },
    {
      "storm_id": "234379",
      "lat": 41.5526,
      "lon": -71.8069,
      "motion_east": 9.6,
      "motion_south": 1.1,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 377.0,
      "ebshear": 41.0,
      "srh01": 75.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 75.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.6075
        },
        {
          "name": "alignment",
          "value": -4.0873
        },
        {
          "name": "tau",
          "value": 0.6253
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1757
      },
      "coherence_score": 0.6252645254135132,
      "coherence_diagnostics": {
        "tau": 0.6252645254135132,
        "grad_tau": 0.1597595363855362,
        "torsion": 0.0,
        "alignment": -4.08726167678833,
        "S_field": 0.23149454593658447,
        "Gamma_field": 1.0847774744033813,
        "S_over_Gamma": 0.21340279281139374,
        "Da": 69.45081329345703,
        "E_coh": 0.03276367112994194,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -71.91,
              41.71
            ],
            [
              -71.89,
              41.71
            ],
            [
              -71.88,
              41.7
            ],
            [
              -71.7,
              41.7
            ],
            [
              -71.69,
              41.69
            ],
            [
              -71.65,
              41.69
            ],
            [
              -71.53,
              41.62
            ],
            [
              -71.53,
              41.57
            ],
            [
              -71.54,
              41.56
            ],
            [
              -71.58,
              41.55
            ],
            [
              -71.6,
              41.53
            ],
            [
              -71.6,
              41.48
            ],
            [
              -71.63,
              41.43
            ],
            [
              -71.63,
              41.41
            ],
            [
              -71.66,
              41.38
            ],
            [
              -71.68,
              41.37
            ],
            [
              -71.69,
              41.38
            ],
            [
              -71.73,
              41.38
            ],
            [
              -71.76,
              41.4
            ],
            [
              -71.8,
              41.41
            ],
            [
              -71.87,
              41.46
            ],
            [
              -71.9,
              41.46
            ],
            [
              -71.91,
              41.47
            ],
            [
              -71.91,
              41.5
            ],
            [
              -71.92,
              41.51
            ],
            [
              -71.94,
              41.5
            ],
            [
              -71.97,
              41.54
            ],
            [
              -71.96,
              41.58
            ],
            [
              -71.98,
              41.6
            ],
            [
              -72.06,
              41.61
            ],
            [
              -72.11,
              41.65
            ],
            [
              -72.11,
              41.68
            ],
            [
              -72.09,
              41.7
            ],
            [
              -71.92,
              41.7
            ],
            [
              -71.91,
              41.71
            ]
          ]
        ]
      },
      "raw_probability": 0.1757,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "60000aaebaee8e8fa07c86906bcdbb0881885ba97db293cd68578dfef5112188",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.1757,
        "probability": 0.002211,
        "confidence_lo": 0.002182,
        "confidence_hi": 0.002211,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "451cf1343ecf5993657d6928757f98e23817ddb508f92e8affb18d4d27d43e82",
        "signature": {
          "alg": "ed25519",
          "sig": "709d1d6bb18cb399ad8bb3fa7df794c798dac2cfef0dad7bf7821eea9bb065ab3542224dee270e89e4f7450595a45be866130d451051683551577fa38bcefc07"
        }
      },
      "receipt_sha256": "451cf1343ecf5993657d6928757f98e23817ddb508f92e8affb18d4d27d43e82"
    },
    {
      "storm_id": "234906",
      "lat": 32.9091,
      "lon": -111.1818,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1936.0,
      "ebshear": 20.0,
      "srh01": 12.0,
      "maxllaz": 0.002,
      "mesh": 0.25,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 12.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.9825
        },
        {
          "name": "alignment",
          "value": -6.8385
        },
        {
          "name": "tau",
          "value": 0.6093
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1748
      },
      "coherence_score": 0.6093099117279053,
      "coherence_diagnostics": {
        "tau": 0.6093099117279053,
        "grad_tau": 0.07088340073823929,
        "torsion": 0.0,
        "alignment": -6.838497161865234,
        "S_field": 0.6159730553627014,
        "Gamma_field": 0.7947774529457092,
        "S_over_Gamma": 0.7750258445739746,
        "Da": 51.884761810302734,
        "E_coh": 0.8049362897872925,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -111.19,
              32.95
            ],
            [
              -111.14,
              32.95
            ],
            [
              -111.13,
              32.94
            ],
            [
              -111.13,
              32.88
            ],
            [
              -111.16,
              32.88
            ],
            [
              -111.17,
              32.87
            ],
            [
              -111.22,
              32.87
            ],
            [
              -111.23,
              32.88
            ],
            [
              -111.22,
              32.9
            ],
            [
              -111.22,
              32.93
            ],
            [
              -111.19,
              32.95
            ]
          ]
        ]
      },
      "raw_probability": 0.1748,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "0c5498e517322d27bd840c4be61bc7fac757426bb41fe87e5ebea1af3dc6c321",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.1748,
        "probability": 0.002211,
        "confidence_lo": 0.002182,
        "confidence_hi": 0.002211,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "47e4487161ed8cdf90ce66db0647189076071a3584089df175c0fee30c4c27aa",
        "signature": {
          "alg": "ed25519",
          "sig": "6960dad346fd17d1dc95ff3769b37699b7df0dbe573bebb523142f1aaee6c4111ceadf745ac9ca785683e108b061acd2b93a7b5f272ef6e8aac46e9cf8a7080c"
        }
      },
      "receipt_sha256": "47e4487161ed8cdf90ce66db0647189076071a3584089df175c0fee30c4c27aa"
    },
    {
      "storm_id": "234930",
      "lat": 37.8723,
      "lon": -82.7877,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 421.0,
      "ebshear": 22.0,
      "srh01": 92.0,
      "maxllaz": 0.006,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 92.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.8575
        },
        {
          "name": "alignment",
          "value": -1.837
        },
        {
          "name": "tau",
          "value": 0.7593
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1727
      },
      "coherence_score": 0.7592949271202087,
      "coherence_diagnostics": {
        "tau": 0.7592949271202087,
        "grad_tau": 0.2950703203678131,
        "torsion": 0.0,
        "alignment": -1.8370287418365479,
        "S_field": 0.22610227763652802,
        "Gamma_field": 1.077277421951294,
        "S_over_Gamma": 0.20988304913043976,
        "Da": 72.19039154052734,
        "E_coh": 0.17155058681964874,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -82.81,
              37.92
            ],
            [
              -82.8,
              37.91
            ],
            [
              -82.76,
              37.91
            ],
            [
              -82.74,
              37.9
            ],
            [
              -82.74,
              37.83
            ],
            [
              -82.75,
              37.82
            ],
            [
              -82.78,
              37.82
            ],
            [
              -82.79,
              37.81
            ],
            [
              -82.81,
              37.82
            ],
            [
              -82.81,
              37.88
            ],
            [
              -82.82,
              37.89
            ],
            [
              -82.82,
              37.91
            ],
            [
              -82.81,
              37.92
            ]
          ]
        ]
      },
      "raw_probability": 0.1727,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "5fbfbca1c24227b9cbc7b08eab944857c77be51ad98c0e8ea4c1965f0c162605",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.1727,
        "probability": 0.002211,
        "confidence_lo": 0.002182,
        "confidence_hi": 0.002211,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ebe01c975495e87a6e6500ca7e0b257f4cb94681f9b82ec361885d20f4e9aa13",
        "signature": {
          "alg": "ed25519",
          "sig": "7c816191bf2224b0df2a1e3dfce1af27591a7885fcc8220c056b35a774147b9fc636e0d33da8fa1efe2eb6d2eada28dd57001b162a045329af8987ae1a60cd0d"
        }
      },
      "receipt_sha256": "ebe01c975495e87a6e6500ca7e0b257f4cb94681f9b82ec361885d20f4e9aa13"
    },
    {
      "storm_id": "234978",
      "lat": 44.6544,
      "lon": -101.7383,
      "motion_east": 4.3,
      "motion_south": 3.4,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 185.0,
      "ebshear": 36.0,
      "srh01": 88.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 88.0
        },
        {
          "name": "hrrr_pwat",
          "value": 29.7325
        },
        {
          "name": "alignment",
          "value": 4.4015
        },
        {
          "name": "tau",
          "value": 0.7275
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1626
      },
      "coherence_score": 0.7274907827377319,
      "coherence_diagnostics": {
        "tau": 0.7274907827377319,
        "grad_tau": 0.0963432788848877,
        "torsion": 0.0,
        "alignment": 4.401490211486816,
        "S_field": 0.2452392280101776,
        "Gamma_field": 0.198944091796875,
        "S_over_Gamma": 1.2327042818069458,
        "Da": 12.211237907409668,
        "E_coh": 0.42535600066185,
        "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": [
          [
            [
              -101.75,
              44.72
            ],
            [
              -101.68,
              44.72
            ],
            [
              -101.65,
              44.68
            ],
            [
              -101.65,
              44.63
            ],
            [
              -101.66,
              44.62
            ],
            [
              -101.68,
              44.62
            ],
            [
              -101.69,
              44.63
            ],
            [
              -101.74,
              44.63
            ],
            [
              -101.75,
              44.64
            ],
            [
              -101.77,
              44.64
            ],
            [
              -101.79,
              44.62
            ],
            [
              -101.79,
              44.61
            ],
            [
              -101.81,
              44.6
            ],
            [
              -101.81,
              44.64
            ],
            [
              -101.8,
              44.66
            ],
            [
              -101.76,
              44.69
            ],
            [
              -101.76,
              44.71
            ],
            [
              -101.75,
              44.72
            ]
          ]
        ]
      },
      "raw_probability": 0.1626,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "ac4578693906ed914df0c982cd96a6c8d842171920144ab42ff39578261f1f5a",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.1626,
        "probability": 0.002211,
        "confidence_lo": 0.002182,
        "confidence_hi": 0.002211,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c73b76207553fb8712d3d995a7c1e12bf44cef9d692cf4a0fad9ced52739c7c4",
        "signature": {
          "alg": "ed25519",
          "sig": "00ad1dd74bc0e2110efb367a1bba6ef4482ddcdced538ad070fa61352a062da0e0581736146bcf4e454ef5c039aa870a59866513dcb6b79bfa7cbbf425aaf106"
        }
      },
      "receipt_sha256": "c73b76207553fb8712d3d995a7c1e12bf44cef9d692cf4a0fad9ced52739c7c4"
    },
    {
      "storm_id": "234992",
      "lat": 32.3467,
      "lon": -111.1933,
      "motion_east": 5.2,
      "motion_south": 1.5,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1354.0,
      "ebshear": 16.0,
      "srh01": 52.0,
      "maxllaz": 0.002,
      "mesh": 0.03,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 52.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.9825
        },
        {
          "name": "alignment",
          "value": -6.8385
        },
        {
          "name": "tau",
          "value": 0.6093
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1609
      },
      "coherence_score": 0.6093099117279053,
      "coherence_diagnostics": {
        "tau": 0.6093099117279053,
        "grad_tau": 0.07088340073823929,
        "torsion": 0.0,
        "alignment": -6.838497161865234,
        "S_field": 0.6159730553627014,
        "Gamma_field": 0.7947774529457092,
        "S_over_Gamma": 0.7750258445739746,
        "Da": 51.884761810302734,
        "E_coh": 0.8049362897872925,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -111.21,
              32.38
            ],
            [
              -111.17,
              32.38
            ],
            [
              -111.17,
              32.36
            ],
            [
              -111.15,
              32.33
            ],
            [
              -111.17,
              32.31
            ],
            [
              -111.22,
              32.31
            ],
            [
              -111.23,
              32.32
            ],
            [
              -111.21,
              32.35
            ],
            [
              -111.21,
              32.38
            ]
          ]
        ]
      },
      "raw_probability": 0.1609,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "a03724dfe5bd63312371de68c19eb52740ba1b966a538ec8e45703722c3c2a3f",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.1609,
        "probability": 0.002211,
        "confidence_lo": 0.002182,
        "confidence_hi": 0.002211,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2e7104b21aaeeb20aa90dffb6b27775ee65d4c6f87dcc5867c8e91d2413c121c",
        "signature": {
          "alg": "ed25519",
          "sig": "466a255711eff475c81fd6c612450ab86d1d96d49dc19c7be1874bf001115d1f082ff72bf1079a18d855b091b991eb7c8785202047621b3810a748e34ac9bf00"
        }
      },
      "receipt_sha256": "2e7104b21aaeeb20aa90dffb6b27775ee65d4c6f87dcc5867c8e91d2413c121c"
    },
    {
      "storm_id": "234960",
      "lat": 43.89,
      "lon": -98.2689,
      "motion_east": 6.9,
      "motion_south": -1.0,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 997.0,
      "ebshear": 55.0,
      "srh01": 60.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 60.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.8575
        },
        {
          "name": "alignment",
          "value": -0.9189
        },
        {
          "name": "tau",
          "value": 0.7681
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1571
      },
      "coherence_score": 0.7680652737617493,
      "coherence_diagnostics": {
        "tau": 0.7680652737617493,
        "grad_tau": 0.07763964682817459,
        "torsion": 0.0,
        "alignment": -0.9189097285270691,
        "S_field": 0.2194906324148178,
        "Gamma_field": 0.15561075508594513,
        "S_over_Gamma": 1.4105106592178345,
        "Da": 9.668095588684082,
        "E_coh": 0.3821493089199066,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -98.29,
              43.92
            ],
            [
              -98.24,
              43.92
            ],
            [
              -98.23,
              43.91
            ],
            [
              -98.23,
              43.87
            ],
            [
              -98.25,
              43.85
            ],
            [
              -98.29,
              43.85
            ],
            [
              -98.3,
              43.86
            ],
            [
              -98.3,
              43.91
            ],
            [
              -98.29,
              43.92
            ]
          ]
        ]
      },
      "raw_probability": 0.1571,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "16f9e21813ebd76ad9a70b5e1e730a0efd4ec69f441f6ba6b56df2e432ecf21e",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.1571,
        "probability": 0.002211,
        "confidence_lo": 0.002182,
        "confidence_hi": 0.002211,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6a8d2bdc49376b329d45066ca26925c055f6eecb0a941f3b340fabbfdaa79565",
        "signature": {
          "alg": "ed25519",
          "sig": "5fa2afee5f55322745960c4682a10bc8f40e7f422a09d4cc0361e59b5fe7a21336a9d2801b061e009cdcca8090a275d4562c01c86bd115479be2c8aa949c7d04"
        }
      },
      "receipt_sha256": "6a8d2bdc49376b329d45066ca26925c055f6eecb0a941f3b340fabbfdaa79565"
    },
    {
      "storm_id": "234836",
      "lat": 44.5144,
      "lon": -102.1203,
      "motion_east": 3.6,
      "motion_south": 4.1,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 201.0,
      "ebshear": 33.0,
      "srh01": 78.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 78.0
        },
        {
          "name": "hrrr_pwat",
          "value": 29.7325
        },
        {
          "name": "alignment",
          "value": 4.4015
        },
        {
          "name": "tau",
          "value": 0.7275
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1558
      },
      "coherence_score": 0.7274907827377319,
      "coherence_diagnostics": {
        "tau": 0.7274907827377319,
        "grad_tau": 0.0963432788848877,
        "torsion": 0.0,
        "alignment": 4.401490211486816,
        "S_field": 0.2452392280101776,
        "Gamma_field": 0.198944091796875,
        "S_over_Gamma": 1.2327042818069458,
        "Da": 12.211237907409668,
        "E_coh": 0.42535600066185,
        "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": [
          [
            [
              -101.94,
              44.64
            ],
            [
              -101.93,
              44.63
            ],
            [
              -101.89,
              44.63
            ],
            [
              -101.86,
              44.61
            ],
            [
              -101.84,
              44.61
            ],
            [
              -101.84,
              44.59
            ],
            [
              -101.86,
              44.57
            ],
            [
              -101.86,
              44.55
            ],
            [
              -101.91,
              44.52
            ],
            [
              -101.96,
              44.52
            ],
            [
              -102.0,
              44.49
            ],
            [
              -102.05,
              44.49
            ],
            [
              -102.06,
              44.5
            ],
            [
              -102.08,
              44.5
            ],
            [
              -102.09,
              44.49
            ],
            [
              -102.11,
              44.49
            ],
            [
              -102.15,
              44.47
            ],
            [
              -102.18,
              44.47
            ],
            [
              -102.23,
              44.43
            ],
            [
              -102.27,
              44.42
            ],
            [
              -102.28,
              44.41
            ],
            [
              -102.3,
              44.42
            ],
            [
              -102.33,
              44.42
            ],
            [
              -102.34,
              44.41
            ],
            [
              -102.35,
              44.42
            ],
            [
              -102.38,
              44.42
            ],
            [
              -102.4,
              44.45
            ],
            [
              -102.4,
              44.47
            ],
            [
              -102.35,
              44.52
            ],
            [
              -102.33,
              44.53
            ],
            [
              -102.25,
              44.53
            ],
            [
              -102.21,
              44.55
            ],
            [
              -102.18,
              44.55
            ],
            [
              -102.14,
              44.58
            ],
            [
              -102.04,
              44.58
            ],
            [
              -101.94,
              44.64
            ]
          ]
        ]
      },
      "raw_probability": 0.1558,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "1fbf43eddb0730217053d7eeb390b07480db23cfc149cff03c4ee21c17449763",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.1558,
        "probability": 0.002211,
        "confidence_lo": 0.002182,
        "confidence_hi": 0.002211,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c0af81493b198f5ef7f3f1b9fe436f0a92424c76d501d7155ecd70f1eda44e75",
        "signature": {
          "alg": "ed25519",
          "sig": "f868047980686e1869b40b8dcb247a945f7df60944dc2740bb018b4392ee5e481ca1ba037ba7b84c751b8f5ca6d1964b282aef23d93ed517f05754f2069c9203"
        }
      },
      "receipt_sha256": "c0af81493b198f5ef7f3f1b9fe436f0a92424c76d501d7155ecd70f1eda44e75"
    },
    {
      "storm_id": "234839",
      "lat": 42.8777,
      "lon": -98.1327,
      "motion_east": 8.7,
      "motion_south": -6.0,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1978.0,
      "ebshear": 56.0,
      "srh01": 28.0,
      "maxllaz": 0.003,
      "mesh": 0.15,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 28.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.1075
        },
        {
          "name": "alignment",
          "value": -2.2451
        },
        {
          "name": "tau",
          "value": 0.8158
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1529
      },
      "coherence_score": 0.8158057332038879,
      "coherence_diagnostics": {
        "tau": 0.8158057332038879,
        "grad_tau": 0.05892729386687279,
        "torsion": 0.0,
        "alignment": -2.245102882385254,
        "S_field": 0.3612169325351715,
        "Gamma_field": 0.1622774302959442,
        "S_over_Gamma": 2.225922107696533,
        "Da": 9.941761016845703,
        "E_coh": 0.2852626144886017,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -97.52,
              43.1
            ],
            [
              -97.51,
              43.1
            ],
            [
              -97.5,
              43.1
            ],
            [
              -97.49,
              43.1
            ],
            [
              -97.48,
              43.1
            ],
            [
              -97.47,
              43.1
            ],
            [
              -97.46,
              43.1
            ],
            [
              -97.45,
              43.1
            ],
            [
              -97.44,
              43.1
            ],
            [
              -97.43,
              43.1
            ],
            [
              -97.42,
              43.1
            ],
            [
              -97.42,
              43.09
            ],
            [
              -97.41,
              43.08
            ],
            [
              -97.4,
              43.09
            ],
            [
              -97.39,
              43.09
            ],
            [
              -97.38,
              43.09
            ],
            [
              -97.37,
              43.09
            ],
            [
              -97.36,
              43.08
            ],
            [
              -97.35,
              43.08
            ],
            [
              -97.34,
              43.08
            ],
            [
              -97.34,
              43.07
            ],
            [
              -97.34,
              43.06
            ],
            [
              -97.35,
              43.06
            ],
            [
              -97.36,
              43.05
            ],
            [
              -97.37,
              43.05
            ],
            [
              -97.38,
              43.05
            ],
            [
              -97.39,
              43.05
            ],
            [
              -97.4,
              43.05
            ],
            [
              -97.41,
              43.05
            ],
            [
              -97.42,
              43.04
            ],
            [
              -97.43,
              43.04
            ],
            [
              -97.44,
              43.04
            ],
            [
              -97.45,
              43.04
            ],
            [
              -97.46,
              43.03
            ],
            [
              -97.47,
              43.03
            ],
            [
              -97.48,
              43.02
            ],
            [
              -97.49,
              43.02
            ],
            [
              -97.5,
              43.01
            ],
            [
              -97.51,
              43.01
            ],
            [
              -97.52,
              43.01
            ],
            [
              -97.53,
              43.0
            ],
            [
              -97.54,
              43.0
            ],
            [
              -97.55,
              43.0
            ],
            [
              -97.56,
              43.0
            ],
            [
              -97.57,
              43.0
            ],
            [
              -97.58,
              43.0
            ],
            [
              -97.59,
              42.99
            ],
            [
              -97.6,
              42.99
            ],
            [
              -97.61,
              42.99
            ],
            [
              -97.62,
              42.98
            ],
            [
              -97.63,
              42.97
            ],
            [
              -97.64,
              42.96
            ],
            [
              -97.64,
              42.95
            ],
            [
              -97.65,
              42.94
            ],
            [
              -97.65,
              42.93
            ],
            [
              -97.65,
              42.92
            ],
            [
              -97.65,
              42.91
            ],
            [
              -97.65,
              42.9
            ],
            [
              -97.65,
              42.89
            ],
            [
              -97.66,
              42.88
            ],
            [
              -97.67,
              42.88
            ],
            [
              -97.68,
              42.88
            ],
            [
              -97.69,
              42.88
            ],
            [
              -97.7,
              42.88
            ],
            [
              -97.71,
              42.88
            ],
            [
              -97.72,
              42.88
            ],
            [
              -97.73,
              42.88
            ],
            [
              -97.74,
              42.88
            ],
            [
              -97.75,
              42.88
            ],
            [
              -97.76,
              42.88
            ],
            [
              -97.77,
              42.88
            ],
            [
              -97.78,
              42.88
            ],
            [
              -97.79,
              42.88
            ],
            [
              -97.8,
              42.88
            ],
            [
              -97.81,
              42.88
            ],
            [
              -97.82,
              42.88
            ],
            [
              -97.83,
              42.87
            ],
            [
              -97.84,
              42.87
            ],
            [
              -97.85,
              42.87
            ],
            [
              -97.86,
              42.87
            ],
            [
              -97.87,
              42.86
            ],
            [
              -97.88,
              42.86
            ],
            [
              -97.89,
              42.85
            ],
            [
              -97.9,
              42.84
            ],
            [
              -97.91,
              42.83
            ],
            [
              -97.91,
              42.82
            ],
            [
              -97.91,
              42.81
            ],
            [
              -97.91,
              42.8
            ],
            [
              -97.9,
              42.79
            ],
            [
              -97.89,
              42.78
            ],
            [
              -97.88,
              42.77
            ],
            [
              -97.87,
              42.77
            ],
            [
              -97.86,
              42.76
            ],
            [
              -97.86,
              42.75
            ],
            [
              -97.86,
              42.74
            ],
            [
              -97.86,
              42.73
            ],
            [
              -97.86,
              42.72
            ],
            [
              -97.86,
              42.71
            ],
            [
              -97.86,
              42.7
            ],
            [
              -97.87,
              42.7
            ],
            [
              -97.88,
              42.69
            ],
            [
              -97.89,
              42.68
            ],
            [
              -97.9,
              42.68
            ],
            [
              -97.91,
              42.67
            ],
            [
              -97.92,
              42.66
            ],
            [
              -97.93,
              42.66
            ],
            [
              -97.94,
              42.65
            ],
            [
              -97.95,
              42.65
            ],
            [
              -97.96,
              42.64
            ],
            [
              -97.97,
              42.63
            ],
            [
              -97.97,
              42.62
            ],
            [
              -97.98,
              42.62
            ],
            [
              -97.99,
              42.62
            ],
            [
              -98.0,
              42.63
            ],
            [
              -98.01,
              42.63
            ],
            [
              -98.02,
              42.62
            ],
            [
              -98.03,
              42.63
            ],
            [
              -98.04,
              42.63
            ],
            [
              -98.05,
              42.64
            ],
            [
              -98.06,
              42.65
            ],
            [
              -98.07,
              42.65
            ],
            [
              -98.08,
              42.66
            ],
            [
              -98.09,
              42.67
            ],
            [
              -98.1,
              42.67
            ],
            [
              -98.09,
              42.67
            ],
            [
              -98.08,
              42.68
            ],
            [
              -98.08,
              42.69
            ],
            [
              -98.08,
              42.7
            ],
            [
              -98.09,
              42.71
            ],
            [
              -98.1,
              42.71
            ],
            [
              -98.1,
              42.72
            ],
            [
              -98.11,
              42.73
            ],
            [
              -98.11,
              42.74
            ],
            [
              -98.12,
              42.75
            ],
            [
              -98.12,
              42.76
            ],
            [
              -98.13,
              42.77
            ],
            [
              -98.14,
              42.77
            ],
            [
              -98.15,
              42.77
            ],
            [
              -98.16,
              42.77
            ],
            [
              -98.17,
              42.77
            ],
            [
              -98.18,
              42.77
            ],
            [
              -98.19,
              42.77
            ],
            [
              -98.2,
              42.77
            ],
            [
              -98.21,
              42.77
            ],
            [
              -98.22,
              42.76
            ],
            [
              -98.23,
              42.76
            ],
            [
              -98.24,
              42.76
            ],
            [
              -98.25,
              42.77
            ],
            [
              -98.26,
              42.77
            ],
            [
              -98.27,
              42.78
            ],
            [
              -98.28,
              42.79
            ],
            [
              -98.29,
              42.8
            ],
            [
              -98.3,
              42.8
            ],
            [
              -98.31,
              42.81
            ],
            [
              -98.32,
              42.81
            ],
            [
              -98.32,
              42.82
            ],
            [
              -98.33,
              42.83
            ],
            [
              -98.34,
              42.83
            ],
            [
              -98.35,
              42.84
            ],
            [
              -98.36,
              42.85
            ],
            [
              -98.37,
              42.86
            ],
            [
              -98.38,
              42.86
            ],
            [
              -98.39,
              42.87
            ],
            [
              -98.4,
              42.88
            ],
            [
              -98.41,
              42.89
            ],
            [
              -98.42,
              42.88
            ],
            [
              -98.42,
              42.87
            ],
            [
              -98.42,
              42.86
            ],
            [
              -98.42,
              42.85
            ],
            [
              -98.43,
              42.84
            ],
            [
              -98.44,
              42.84
            ],
            [
              -98.45,
              42.84
            ],
            [
              -98.46,
              42.85
            ],
            [
              -98.47,
              42.84
            ],
            [
              -98.48,
              42.84
            ],
            [
              -98.49,
              42.84
            ],
            [
              -98.5,
              42.85
            ],
            [
              -98.51,
              42.85
            ],
            [
              -98.52,
              42.85
            ],
            [
              -98.53,
              42.85
            ],
            [
              -98.54,
              42.84
            ],
            [
              -98.55,
              42.84
            ],
            [
              -98.56,
              42.84
            ],
            [
              -98.57,
              42.83
            ],
            [
              -98.57,
              42.82
            ],
            [
              -98.58,
              42.81
            ],
            [
              -98.57,
              42.8
            ],
            [
              -98.57,
              42.79
            ],
            [
              -98.57,
              42.78
            ],
            [
              -98.58,
              42.78
            ],
            [
              -98.59,
              42.77
            ],
            [
              -98.59,
              42.76
            ],
            [
              -98.6,
              42.75
            ],
            [
              -98.6,
              42.74
            ],
            [
              -98.6,
              42.73
            ],
            [
              -98.61,
              42.74
            ],
            [
              -98.62,
              42.74
            ],
            [
              -98.63,
              42.73
            ],
            [
              -98.64,
              42.72
            ],
            [
              -98.64,
              42.71
            ],
            [
              -98.65,
              42.71
            ],
            [
              -98.66,
              42.71
            ],
            [
              -98.67,
              42.71
            ],
            [
              -98.67,
              42.72
            ],
            [
              -98.66,
              42.73
            ],
            [
              -98.67,
              42.74
            ],
            [
              -98.68,
              42.75
            ],
            [
              -98.69,
              42.76
            ],
            [
              -98.7,
              42.75
            ],
            [
              -98.71,
              42.75
            ],
            [
              -98.72,
              42.76
            ],
            [
              -98.73,
              42.76
            ],
            [
              -98.74,
              42.76
            ],
            [
              -98.75,
              42.76
            ],
            [
              -98.76,
              42.75
            ],
            [
              -98.77,
              42.76
            ],
            [
              -98.78,
              42.75
            ],
            [
              -98.79,
              42.75
            ],
            [
              -98.8,
              42.75
            ],
            [
              -98.81,
              42.75
            ],
            [
              -98.82,
              42.75
            ],
            [
              -98.83,
              42.75
            ],
            [
              -98.84,
              42.75
            ],
            [
              -98.85,
              42.75
            ],
            [
              -98.86,
              42.75
            ],
            [
              -98.87,
              42.75
            ],
            [
              -98.88,
              42.75
            ],
            [
              -98.89,
              42.75
            ],
            [
              -98.9,
              42.76
            ],
            [
              -98.91,
              42.76
            ],
            [
              -98.91,
              42.77
            ],
            [
              -98.91,
              42.78
            ],
            [
              -98.91,
              42.79
            ],
            [
              -98.91,
              42.8
            ],
            [
              -98.91,
              42.81
            ],
            [
              -98.91,
              42.82
            ],
            [
              -98.9,
              42.82
            ],
            [
              -98.89,
              42.83
            ],
            [
              -98.88,
              42.84
            ],
            [
              -98.87,
              42.84
            ],
            [
              -98.86,
              42.85
            ],
            [
              -98.85,
              42.85
            ],
            [
              -98.84,
              42.86
            ],
            [
              -98.83,
              42.86
            ],
            [
              -98.82,
              42.87
            ],
            [
              -98.81,
              42.87
            ],
            [
              -98.8,
              42.88
            ],
            [
              -98.79,
              42.88
            ],
            [
              -98.78,
              42.88
            ],
            [
              -98.77,
              42.88
            ],
            [
              -98.76,
              42.87
            ],
            [
              -98.75,
              42.87
            ],
            [
              -98.74,
              42.87
            ],
            [
              -98.73,
              42.87
            ],
            [
              -98.72,
              42.86
            ],
            [
              -98.71,
              42.86
            ],
            [
              -98.7,
              42.86
            ],
            [
              -98.69,
              42.86
            ],
            [
              -98.68,
              42.86
            ],
            [
              -98.67,
              42.86
            ],
            [
              -98.66,
              42.87
            ],
            [
              -98.65,
              42.87
            ],
            [
              -98.64,
              42.87
            ],
            [
              -98.63,
              42.87
            ],
            [
              -98.62,
              42.87
            ],
            [
              -98.61,
              42.88
            ],
            [
              -98.6,
              42.89
            ],
            [
              -98.59,
              42.89
            ],
            [
              -98.58,
              42.9
            ],
            [
              -98.57,
              42.9
            ],
            [
              -98.56,
              42.9
            ],
            [
              -98.55,
              42.91
            ],
            [
              -98.54,
              42.92
            ],
            [
              -98.53,
              42.93
            ],
            [
              -98.52,
              42.94
            ],
            [
              -98.51,
              42.95
            ],
            [
              -98.51,
              42.96
            ],
            [
              -98.5,
              42.96
            ],
            [
              -98.49,
              42.96
            ],
            [
              -98.48,
              42.96
            ],
            [
              -98.47,
              42.96
            ],
            [
              -98.46,
              42.95
            ],
            [
              -98.45,
              42.94
            ],
            [
              -98.45,
              42.93
            ],
            [
              -98.44,
              42.92
            ],
            [
              -98.43,
              42.92
            ],
            [
              -98.43,
              42.91
            ],
            [
              -98.43,
              42.9
            ],
            [
              -98.42,
              42.89
            ],
            [
              -98.41,
              42.89
            ],
            [
              -98.4,
              42.89
            ],
            [
              -98.39,
              42.89
            ],
            [
              -98.38,
              42.9
            ],
            [
              -98.38,
              42.91
            ],
            [
              -98.39,
              42.92
            ],
            [
              -98.38,
              42.93
            ],
            [
              -98.37,
              42.94
            ],
            [
              -98.36,
              42.94
            ],
            [
              -98.35,
              42.94
            ],
            [
              -98.34,
              42.94
            ],
            [
              -98.33,
              42.95
            ],
            [
              -98.32,
              42.95
            ],
            [
              -98.31,
              42.95
            ],
            [
              -98.3,
              42.95
            ],
            [
              -98.29,
              42.95
            ],
            [
              -98.28,
              42.95
            ],
            [
              -98.27,
              42.95
            ],
            [
              -98.26,
              42.95
            ],
            [
              -98.25,
              42.95
            ],
            [
              -98.24,
              42.94
            ],
            [
              -98.23,
              42.93
            ],
            [
              -98.22,
              42.93
            ],
            [
              -98.22,
              42.92
            ],
            [
              -98.21,
              42.91
            ],
            [
              -98.2,
              42.91
            ],
            [
              -98.19,
              42.9
            ],
            [
              -98.18,
              42.9
            ],
            [
              -98.17,
              42.9
            ],
            [
              -98.16,
              42.9
            ],
            [
              -98.15,
              42.9
            ],
            [
              -98.14,
              42.9
            ],
            [
              -98.13,
              42.91
            ],
            [
              -98.12,
              42.91
            ],
            [
              -98.11,
              42.92
            ],
            [
              -98.1,
              42.92
            ],
            [
              -98.09,
              42.92
            ],
            [
              -98.08,
              42.93
            ],
            [
              -98.07,
              42.93
            ],
            [
              -98.06,
              42.93
            ],
            [
              -98.05,
              42.93
            ],
            [
              -98.04,
              42.94
            ],
            [
              -98.03,
              42.94
            ],
            [
              -98.02,
              42.94
            ],
            [
              -98.01,
              42.94
            ],
            [
              -98.0,
              42.94
            ],
            [
              -97.99,
              42.94
            ],
            [
              -97.98,
              42.95
            ],
            [
              -97.97,
              42.95
            ],
            [
              -97.96,
              42.95
            ],
            [
              -97.95,
              42.95
            ],
            [
              -97.94,
              42.96
            ],
            [
              -97.93,
              42.96
            ],
            [
              -97.92,
              42.96
            ],
            [
              -97.91,
              42.97
            ],
            [
              -97.9,
              42.97
            ],
            [
              -97.89,
              42.97
            ],
            [
              -97.88,
              42.98
            ],
            [
              -97.87,
              42.98
            ],
            [
              -97.86,
              42.98
            ],
            [
              -97.85,
              42.98
            ],
            [
              -97.84,
              42.98
            ],
            [
              -97.83,
              42.97
            ],
            [
              -97.82,
              42.97
            ],
            [
              -97.81,
              42.98
            ],
            [
              -97.8,
              42.98
            ],
            [
              -97.79,
              42.98
            ],
            [
              -97.78,
              42.98
            ],
            [
              -97.77,
              42.98
            ],
            [
              -97.76,
              42.99
            ],
            [
              -97.75,
              43.0
            ],
            [
              -97.74,
              43.0
            ],
            [
              -97.73,
              43.0
            ],
            [
              -97.72,
              43.01
            ],
            [
              -97.71,
              43.01
            ],
            [
              -97.7,
              43.02
            ],
            [
              -97.69,
              43.03
            ],
            [
              -97.68,
              43.04
            ],
            [
              -97.67,
              43.04
            ],
            [
              -97.66,
              43.04
            ],
            [
              -97.65,
              43.05
            ],
            [
              -97.64,
              43.05
            ],
            [
              -97.63,
              43.05
            ],
            [
              -97.62,
              43.06
            ],
            [
              -97.61,
              43.06
            ],
            [
              -97.6,
              43.07
            ],
            [
              -97.59,
              43.07
            ],
            [
              -97.58,
              43.08
            ],
            [
              -97.57,
              43.08
            ],
            [
              -97.56,
              43.09
            ],
            [
              -97.55,
              43.09
            ],
            [
              -97.54,
              43.09
            ],
            [
              -97.53,
              43.09
            ],
            [
              -97.52,
              43.1
            ]
          ]
        ]
      },
      "raw_probability": 0.1529,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "63326dd95a05c0074c4d6ade5857309558929d5d39573168c25500a62c09518e",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.1529,
        "probability": 0.002211,
        "confidence_lo": 0.002182,
        "confidence_hi": 0.002211,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9f76f5109a7fb56082fdefbb74a63f262d83859049711f13f155b5d2966f25af",
        "signature": {
          "alg": "ed25519",
          "sig": "72afd80ae1c3683c557c428a30a5d9bb24c669788048b0e6cf1c4c19ae0b2d5c8db6dd67ada76a378cf8d1aaf85a2d867d76cfc8bdc81e4430984279520bb10e"
        }
      },
      "receipt_sha256": "9f76f5109a7fb56082fdefbb74a63f262d83859049711f13f155b5d2966f25af"
    },
    {
      "storm_id": "234965",
      "lat": 41.3492,
      "lon": -101.895,
      "motion_east": 6.3,
      "motion_south": 1.0,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 646.0,
      "ebshear": 55.0,
      "srh01": 206.0,
      "maxllaz": 0.006,
      "mesh": 0.03,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 206.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.7325
        },
        {
          "name": "alignment",
          "value": 1.11
        },
        {
          "name": "tau",
          "value": 0.5499
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1525
      },
      "coherence_score": 0.5498560667037964,
      "coherence_diagnostics": {
        "tau": 0.5498560667037964,
        "grad_tau": 0.049580760300159454,
        "torsion": 0.0,
        "alignment": 1.1100034713745117,
        "S_field": 0.1885448396205902,
        "Gamma_field": 0.38144412636756897,
        "S_over_Gamma": 0.49429216980934143,
        "Da": 22.678945541381836,
        "E_coh": 0.3171122372150421,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -101.89,
              41.39
            ],
            [
              -101.84,
              41.39
            ],
            [
              -101.83,
              41.38
            ],
            [
              -101.83,
              41.33
            ],
            [
              -101.86,
              41.3
            ],
            [
              -101.88,
              41.29
            ],
            [
              -101.94,
              41.29
            ],
            [
              -101.98,
              41.31
            ],
            [
              -101.97,
              41.36
            ],
            [
              -101.93,
              41.38
            ],
            [
              -101.9,
              41.38
            ],
            [
              -101.89,
              41.39
            ]
          ]
        ]
      },
      "raw_probability": 0.1525,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "911f8f9d88958e922460e4eda3dffef8eef8e75e18f869b79d3bacfaab5d463e",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.1525,
        "probability": 0.002211,
        "confidence_lo": 0.002182,
        "confidence_hi": 0.002211,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8a177ddb7038a9b8edb37dc0d31401ca2752026dee4cf37ca37c275d033f8adb",
        "signature": {
          "alg": "ed25519",
          "sig": "4482fb0db1009382398fc1269dce81a7693af7d1714f3bbba6726ffaf2cdf48174bca7ae626647c9f6db8f134091cee65f976cb8afe601fb545a5d17f0924306"
        }
      },
      "receipt_sha256": "8a177ddb7038a9b8edb37dc0d31401ca2752026dee4cf37ca37c275d033f8adb"
    },
    {
      "storm_id": "234982",
      "lat": 42.6775,
      "lon": -98.2013,
      "motion_east": 8.7,
      "motion_south": -7.0,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2762.0,
      "ebshear": 48.0,
      "srh01": 15.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 15.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.1075
        },
        {
          "name": "alignment",
          "value": -2.2451
        },
        {
          "name": "tau",
          "value": 0.8158
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1487
      },
      "coherence_score": 0.8158057332038879,
      "coherence_diagnostics": {
        "tau": 0.8158057332038879,
        "grad_tau": 0.05892729386687279,
        "torsion": 0.0,
        "alignment": -2.245102882385254,
        "S_field": 0.3612169325351715,
        "Gamma_field": 0.1622774302959442,
        "S_over_Gamma": 2.225922107696533,
        "Da": 9.941761016845703,
        "E_coh": 0.2852626144886017,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -98.21,
              42.71
            ],
            [
              -98.16,
              42.71
            ],
            [
              -98.16,
              42.67
            ],
            [
              -98.19,
              42.64
            ],
            [
              -98.22,
              42.64
            ],
            [
              -98.23,
              42.65
            ],
            [
              -98.23,
              42.69
            ],
            [
              -98.21,
              42.71
            ]
          ]
        ]
      },
      "raw_probability": 0.1487,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "e933a2b4152d7e28f9bf5dcef7bbda7a1593bd3be2ce30a8fc67efdc2b3e4614",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.1487,
        "probability": 0.002211,
        "confidence_lo": 0.002182,
        "confidence_hi": 0.002211,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "079ddde8d4a5d86be8f827319285faf54eb788859d6038fd82111621b1b0803d",
        "signature": {
          "alg": "ed25519",
          "sig": "b89aca4a1994355b4752daadf68b1fcc9b33aa85c86e8c14470320f99c2b037584f91c894b41713c68152d21f616f24c24f42e77a6e8fddbf1a70757375d2e0d"
        }
      },
      "receipt_sha256": "079ddde8d4a5d86be8f827319285faf54eb788859d6038fd82111621b1b0803d"
    },
    {
      "storm_id": "233943",
      "lat": 44.4938,
      "lon": -73.0178,
      "motion_east": 6.1,
      "motion_south": 8.5,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 286.0,
      "ebshear": 32.0,
      "srh01": 54.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 54.0
        },
        {
          "name": "hrrr_pwat",
          "value": 30.1075
        },
        {
          "name": "alignment",
          "value": -3.547
        },
        {
          "name": "tau",
          "value": 0.8986
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1442
      },
      "coherence_score": 0.8986233472824097,
      "coherence_diagnostics": {
        "tau": 0.8986233472824097,
        "grad_tau": 0.09106410294771194,
        "torsion": 0.0,
        "alignment": -3.5469601154327393,
        "S_field": 0.20639503002166748,
        "Gamma_field": 0.495610773563385,
        "S_over_Gamma": 0.4164458215236664,
        "Da": 29.83762550354004,
        "E_coh": 0.09532154351472855,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 4,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -72.99,
              44.62
            ],
            [
              -72.97,
              44.62
            ],
            [
              -72.96,
              44.59
            ],
            [
              -72.95,
              44.58
            ],
            [
              -72.93,
              44.58
            ],
            [
              -72.95,
              44.56
            ],
            [
              -72.94,
              44.55
            ],
            [
              -72.9,
              44.54
            ],
            [
              -72.88,
              44.52
            ],
            [
              -72.84,
              44.51
            ],
            [
              -72.8,
              44.47
            ],
            [
              -72.79,
              44.45
            ],
            [
              -72.8,
              44.44
            ],
            [
              -72.8,
              44.42
            ],
            [
              -72.83,
              44.42
            ],
            [
              -72.86,
              44.4
            ],
            [
              -72.89,
              44.4
            ],
            [
              -72.92,
              44.38
            ],
            [
              -73.0,
              44.37
            ],
            [
              -73.01,
              44.36
            ],
            [
              -73.07,
              44.36
            ],
            [
              -73.08,
              44.35
            ],
            [
              -73.14,
              44.35
            ],
            [
              -73.15,
              44.36
            ],
            [
              -73.24,
              44.37
            ],
            [
              -73.26,
              44.39
            ],
            [
              -73.26,
              44.48
            ],
            [
              -73.28,
              44.5
            ],
            [
              -73.29,
              44.55
            ],
            [
              -73.21,
              44.57
            ],
            [
              -73.19,
              44.59
            ],
            [
              -73.17,
              44.58
            ],
            [
              -73.15,
              44.6
            ],
            [
              -73.09,
              44.6
            ],
            [
              -73.08,
              44.61
            ],
            [
              -73.0,
              44.61
            ],
            [
              -72.99,
              44.62
            ]
          ]
        ]
      },
      "raw_probability": 0.1442,
      "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": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "7593d1963956933b6d7bac4a0857f4c4ebedae0409861e1b2a82768f9ef68c8a",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.1442,
        "probability": 0.00205,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.00205,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8288544753079253c87a4a3803f1ecec9aa188f4190057451cce5f64e2751da0",
        "signature": {
          "alg": "ed25519",
          "sig": "4e100eeb8f3ba3b98093a7d76d8b5784999c6857eb3898cc275fe788a6e92eae09006ede437b55061d710ef6dc54f56a4521247510f5620a0663f520aed0b401"
        }
      },
      "receipt_sha256": "8288544753079253c87a4a3803f1ecec9aa188f4190057451cce5f64e2751da0"
    },
    {
      "storm_id": "234973",
      "lat": 47.2544,
      "lon": -107.1356,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 337.0,
      "ebshear": 31.0,
      "srh01": 84.0,
      "maxllaz": 0.001,
      "mesh": 0.19,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 84.0
        },
        {
          "name": "hrrr_pwat",
          "value": 23.6075
        },
        {
          "name": "alignment",
          "value": -1.6232
        },
        {
          "name": "tau",
          "value": 0.761
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.144
      },
      "coherence_score": 0.7609694004058838,
      "coherence_diagnostics": {
        "tau": 0.7609694004058838,
        "grad_tau": 0.09084179997444153,
        "torsion": 0.0,
        "alignment": -1.623166799545288,
        "S_field": 0.20615144073963165,
        "Gamma_field": 0.18561075627803802,
        "S_over_Gamma": 1.1106653213500977,
        "Da": 11.202733993530273,
        "E_coh": 0.3510432541370392,
        "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": [
          [
            [
              -107.16,
              47.28
            ],
            [
              -107.12,
              47.28
            ],
            [
              -107.1,
              47.27
            ],
            [
              -107.11,
              47.25
            ],
            [
              -107.11,
              47.21
            ],
            [
              -107.15,
              47.21
            ],
            [
              -107.15,
              47.25
            ],
            [
              -107.16,
              47.26
            ],
            [
              -107.16,
              47.28
            ]
          ]
        ]
      },
      "raw_probability": 0.144,
      "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": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "bd4a1253a1e8ab8d6a012b9a6d65cc84a045f3016a085d7762baaed0fc22734f",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.144,
        "probability": 0.00205,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.00205,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "fe6e1c26b88f90b91e08921c9185082346ffb65dd70c819bc2d56bb3646321ea",
        "signature": {
          "alg": "ed25519",
          "sig": "48bb862a4f1d1b4469a789ada0d3802194c295c880b3e812f9727aa4d72050c8f9d25c4a0e9134e3f3c2f9df6c6d2bebb85dc280724ecd523475669f37138706"
        }
      },
      "receipt_sha256": "fe6e1c26b88f90b91e08921c9185082346ffb65dd70c819bc2d56bb3646321ea"
    },
    {
      "storm_id": "234940",
      "lat": 42.497,
      "lon": -97.612,
      "motion_east": 8.3,
      "motion_south": -7.0,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1993.0,
      "ebshear": 51.0,
      "srh01": 26.0,
      "maxllaz": 0.01,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 26.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.6075
        },
        {
          "name": "alignment",
          "value": 5.0118
        },
        {
          "name": "tau",
          "value": 0.8684
        },
        {
          "name": "maxllaz",
          "value": 0.01
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1434
      },
      "coherence_score": 0.8683722019195557,
      "coherence_diagnostics": {
        "tau": 0.8683722019195557,
        "grad_tau": 0.09133509546518326,
        "torsion": 0.0,
        "alignment": 5.011837959289551,
        "S_field": 0.3817328214645386,
        "Gamma_field": 0.22727742791175842,
        "S_over_Gamma": 1.6795896291732788,
        "Da": 13.953346252441406,
        "E_coh": 0.10330042243003845,
        "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": [
          [
            [
              -97.64,
              42.53
            ],
            [
              -97.58,
              42.53
            ],
            [
              -97.57,
              42.52
            ],
            [
              -97.56,
              42.48
            ],
            [
              -97.57,
              42.48
            ],
            [
              -97.59,
              42.46
            ],
            [
              -97.65,
              42.46
            ],
            [
              -97.66,
              42.47
            ],
            [
              -97.66,
              42.51
            ],
            [
              -97.64,
              42.53
            ]
          ]
        ]
      },
      "raw_probability": 0.1434,
      "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": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "c0ee62f0a49c984bca197140ce33108f14523c9bdb15e2a0187e74cc9a705bc7",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.1434,
        "probability": 0.00205,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.00205,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0530965edbd565f7810ba413871faced94fb4626ca9a219ed8d8490bb622d30a",
        "signature": {
          "alg": "ed25519",
          "sig": "347b68820c9e21344fa8b0d544b861f62f72f981bfb3f8c1b4ee694664ac6399998f7f345a00b3a65a2864248b28099d8a329c3726457722bec34e6479495d09"
        }
      },
      "receipt_sha256": "0530965edbd565f7810ba413871faced94fb4626ca9a219ed8d8490bb622d30a"
    },
    {
      "storm_id": "234919",
      "lat": 44.1044,
      "lon": -99.62,
      "motion_east": 5.7,
      "motion_south": 1.7,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 175.0,
      "ebshear": 50.0,
      "srh01": 151.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 151.0
        },
        {
          "name": "hrrr_pwat",
          "value": 27.8575
        },
        {
          "name": "alignment",
          "value": 0.5846
        },
        {
          "name": "tau",
          "value": 0.7097
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1413
      },
      "coherence_score": 0.7096770405769348,
      "coherence_diagnostics": {
        "tau": 0.7096770405769348,
        "grad_tau": 0.02746795304119587,
        "torsion": 0.0,
        "alignment": 0.5846303701400757,
        "S_field": 0.20970311760902405,
        "Gamma_field": 0.15644408762454987,
        "S_over_Gamma": 1.3404349088668823,
        "Da": 9.476579666137695,
        "E_coh": 0.3241197466850281,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -99.64,
              44.14
            ],
            [
              -99.61,
              44.14
            ],
            [
              -99.58,
              44.12
            ],
            [
              -99.58,
              44.07
            ],
            [
              -99.59,
              44.06
            ],
            [
              -99.62,
              44.06
            ],
            [
              -99.66,
              44.09
            ],
            [
              -99.66,
              44.12
            ],
            [
              -99.64,
              44.14
            ]
          ]
        ]
      },
      "raw_probability": 0.1413,
      "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": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "f6fa3608cd8e509f45f9ab86ec5fc5c1d9358d845d240afce9c56ec10b749905",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.1413,
        "probability": 0.00205,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.00205,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "bbeec2aeb310333663c6a146b8e30bcb8e374a3c6c2fbde8df62502212398b37",
        "signature": {
          "alg": "ed25519",
          "sig": "e44f1c2b4b084cf38cd63ec92fcdd21262ed2e5b5448a0ccbf6d3c07b32cb30aa5027f6cbe6520241821f344744157b277ee718d2d9ebbb1944c48c4f08f8400"
        }
      },
      "receipt_sha256": "bbeec2aeb310333663c6a146b8e30bcb8e374a3c6c2fbde8df62502212398b37"
    },
    {
      "storm_id": "234981",
      "lat": 42.7175,
      "lon": -98.3692,
      "motion_east": 8.9,
      "motion_south": -7.0,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2516.0,
      "ebshear": 50.0,
      "srh01": 10.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 10.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.1075
        },
        {
          "name": "alignment",
          "value": -2.2451
        },
        {
          "name": "tau",
          "value": 0.8158
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1411
      },
      "coherence_score": 0.8158057332038879,
      "coherence_diagnostics": {
        "tau": 0.8158057332038879,
        "grad_tau": 0.05892729386687279,
        "torsion": 0.0,
        "alignment": -2.245102882385254,
        "S_field": 0.3612169325351715,
        "Gamma_field": 0.1622774302959442,
        "S_over_Gamma": 2.225922107696533,
        "Da": 9.941761016845703,
        "E_coh": 0.2852626144886017,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -98.36,
              42.75
            ],
            [
              -98.35,
              42.75
            ],
            [
              -98.33,
              42.73
            ],
            [
              -98.33,
              42.69
            ],
            [
              -98.34,
              42.68
            ],
            [
              -98.4,
              42.68
            ],
            [
              -98.41,
              42.69
            ],
            [
              -98.41,
              42.71
            ],
            [
              -98.4,
              42.72
            ],
            [
              -98.38,
              42.72
            ],
            [
              -98.36,
              42.74
            ],
            [
              -98.36,
              42.75
            ]
          ]
        ]
      },
      "raw_probability": 0.1411,
      "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": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "f494b086ab52ef56afdaa408227247a9b6abf2cc16fa2229ac4f5a5f1e8fc238",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.1411,
        "probability": 0.00205,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.00205,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ea86da3c7621c40ada27fbc3b2df5664d7147d37ba26c19d757694b33c2ff799",
        "signature": {
          "alg": "ed25519",
          "sig": "235107ef04b46011a8ab80edff22e58add7b8c259c6b4f1b3b98081486bba1f040268b773f9e29a9a34027a2ddb7d1ab7d1f8c7ab8ccc0334bf16eb2a21f0401"
        }
      },
      "receipt_sha256": "ea86da3c7621c40ada27fbc3b2df5664d7147d37ba26c19d757694b33c2ff799"
    },
    {
      "storm_id": "234594",
      "lat": 32.4378,
      "lon": -110.8444,
      "motion_east": 3.2,
      "motion_south": 1.3,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 949.0,
      "ebshear": 13.0,
      "srh01": 36.0,
      "maxllaz": 0.005,
      "mesh": 0.05,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 36.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.4825
        },
        {
          "name": "alignment",
          "value": -6.3076
        },
        {
          "name": "tau",
          "value": 0.5592
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1385
      },
      "coherence_score": 0.5591620802879333,
      "coherence_diagnostics": {
        "tau": 0.5591620802879333,
        "grad_tau": 0.03014078550040722,
        "torsion": 0.0,
        "alignment": -6.3075761795043945,
        "S_field": 0.09476162493228912,
        "Gamma_field": 0.3164440989494324,
        "S_over_Gamma": 0.29945769906044006,
        "Da": 20.659433364868164,
        "E_coh": 0.9007914066314697,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -110.87,
              32.51
            ],
            [
              -110.81,
              32.51
            ],
            [
              -110.8,
              32.5
            ],
            [
              -110.79,
              32.51
            ],
            [
              -110.77,
              32.51
            ],
            [
              -110.75,
              32.49
            ],
            [
              -110.76,
              32.39
            ],
            [
              -110.77,
              32.37
            ],
            [
              -110.81,
              32.35
            ],
            [
              -110.87,
              32.35
            ],
            [
              -110.88,
              32.34
            ],
            [
              -110.92,
              32.34
            ],
            [
              -110.91,
              32.36
            ],
            [
              -110.92,
              32.37
            ],
            [
              -110.92,
              32.47
            ],
            [
              -110.9,
              32.5
            ],
            [
              -110.88,
              32.5
            ],
            [
              -110.87,
              32.51
            ]
          ]
        ]
      },
      "raw_probability": 0.1385,
      "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": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "b954283d63bbc066f169c13c19d5767097ca4212aff2d292f0e0649d8aa036dd",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.1385,
        "probability": 0.00205,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.00205,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0a8d232bd1d45631bc48934bf53d043575f17b416592056e3afcc72079775f32",
        "signature": {
          "alg": "ed25519",
          "sig": "c8a30b6d89f0cf8f630b7a3874f7c60c99b5f82a2b9258776d595cfced70654d6d8d8a13511f0a250f964d227749069a7ff0dcf77c821483235e000757d6b802"
        }
      },
      "receipt_sha256": "0a8d232bd1d45631bc48934bf53d043575f17b416592056e3afcc72079775f32"
    },
    {
      "storm_id": "234880",
      "lat": 47.9312,
      "lon": -110.4594,
      "motion_east": 5.7,
      "motion_south": 0.7,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 123.0,
      "ebshear": 24.0,
      "srh01": 92.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 92.0
        },
        {
          "name": "hrrr_pwat",
          "value": 20.3575
        },
        {
          "name": "alignment",
          "value": -4.5076
        },
        {
          "name": "tau",
          "value": 0.4184
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1373
      },
      "coherence_score": 0.4184044301509857,
      "coherence_diagnostics": {
        "tau": 0.4184044301509857,
        "grad_tau": 0.13050824403762817,
        "torsion": 0.0,
        "alignment": -4.507570743560791,
        "S_field": 0.24155351519584656,
        "Gamma_field": 0.25311076641082764,
        "S_over_Gamma": 0.9543391466140747,
        "Da": 15.645641326904297,
        "E_coh": 0.4196273386478424,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -110.5,
              47.98
            ],
            [
              -110.44,
              47.97
            ],
            [
              -110.43,
              47.96
            ],
            [
              -110.4,
              47.96
            ],
            [
              -110.39,
              47.95
            ],
            [
              -110.41,
              47.92
            ],
            [
              -110.41,
              47.89
            ],
            [
              -110.42,
              47.9
            ],
            [
              -110.43,
              47.89
            ],
            [
              -110.48,
              47.89
            ],
            [
              -110.49,
              47.9
            ],
            [
              -110.51,
              47.9
            ],
            [
              -110.51,
              47.92
            ],
            [
              -110.5,
              47.93
            ],
            [
              -110.53,
              47.96
            ],
            [
              -110.5,
              47.98
            ]
          ]
        ]
      },
      "raw_probability": 0.1373,
      "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": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "175375333227a1bfecf0b4046b2528b0cabcc8696eccdeace8d7d7f6368e8563",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.1373,
        "probability": 0.00205,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.00205,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6f8dec35b13ab04806fc499fc7051c6bf02cc0cfc6d84404dc2b118abaf6c6a0",
        "signature": {
          "alg": "ed25519",
          "sig": "69eb8abf1f46eb7dc3da6e8755da8fc4ac1836e27aef38402dac1156629bb52e18c73edacf870313a421a25899ffe7cf35ea353447bb0434205290b8fdc90b06"
        }
      },
      "receipt_sha256": "6f8dec35b13ab04806fc499fc7051c6bf02cc0cfc6d84404dc2b118abaf6c6a0"
    },
    {
      "storm_id": "234476",
      "lat": 44.7964,
      "lon": -101.3914,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 210.0,
      "ebshear": 38.0,
      "srh01": 104.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 104.0
        },
        {
          "name": "hrrr_pwat",
          "value": 27.7325
        },
        {
          "name": "alignment",
          "value": 2.3368
        },
        {
          "name": "tau",
          "value": 0.7232
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.136
      },
      "coherence_score": 0.7232157588005066,
      "coherence_diagnostics": {
        "tau": 0.7232157588005066,
        "grad_tau": 0.06850965321063995,
        "torsion": 0.0,
        "alignment": 2.336759328842163,
        "S_field": 0.1578679233789444,
        "Gamma_field": 0.16727742552757263,
        "S_over_Gamma": 0.9437491297721863,
        "Da": 10.049456596374512,
        "E_coh": 0.387954980134964,
        "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": [
          [
            [
              -101.4,
              44.84
            ],
            [
              -101.37,
              44.84
            ],
            [
              -101.36,
              44.83
            ],
            [
              -101.33,
              44.83
            ],
            [
              -101.31,
              44.82
            ],
            [
              -101.31,
              44.76
            ],
            [
              -101.39,
              44.76
            ],
            [
              -101.41,
              44.74
            ],
            [
              -101.42,
              44.74
            ],
            [
              -101.45,
              44.77
            ],
            [
              -101.45,
              44.78
            ],
            [
              -101.44,
              44.79
            ],
            [
              -101.44,
              44.81
            ],
            [
              -101.4,
              44.84
            ]
          ]
        ]
      },
      "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": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "0142acf371d863df6b8126eeae1efd00b8ac6b665e289be052108709f2238769",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.136,
        "probability": 0.00205,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.00205,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b3838234d89ee146265f5532c3bfeb6a4f93c31da86710e3bf5e61d835f3d089",
        "signature": {
          "alg": "ed25519",
          "sig": "c69c9827adcc1e4e7fabbcc9e0403e60d174103789790c095f0955633d88986d039daa5713e7d9efefe932f701ab0b990f18bc4b06d51ebbb3104122eaa8e802"
        }
      },
      "receipt_sha256": "b3838234d89ee146265f5532c3bfeb6a4f93c31da86710e3bf5e61d835f3d089"
    },
    {
      "storm_id": "234958",
      "lat": 46.1627,
      "lon": -71.6853,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 433.0,
      "ebshear": 14.0,
      "srh01": 92.0,
      "maxllaz": 0.003,
      "mesh": 0.28,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 92.0
        },
        {
          "name": "hrrr_pwat",
          "value": 23.7325
        },
        {
          "name": "alignment",
          "value": -3.7506
        },
        {
          "name": "tau",
          "value": 0.7439
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1316
      },
      "coherence_score": 0.7438936233520508,
      "coherence_diagnostics": {
        "tau": 0.7438936233520508,
        "grad_tau": 0.12055554986000061,
        "torsion": 0.0,
        "alignment": -3.7506179809570312,
        "S_field": 0.18236613273620605,
        "Gamma_field": 0.15000000596046448,
        "S_over_Gamma": 1.2157741785049438,
        "Da": 9.331117630004883,
        "E_coh": 0.6839362382888794,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -71.69,
              46.21
            ],
            [
              -71.68,
              46.21
            ],
            [
              -71.68,
              46.2
            ],
            [
              -71.65,
              46.17
            ],
            [
              -71.65,
              46.15
            ],
            [
              -71.64,
              46.14
            ],
            [
              -71.65,
              46.11
            ],
            [
              -71.67,
              46.09
            ],
            [
              -71.71,
              46.1
            ],
            [
              -71.73,
              46.13
            ],
            [
              -71.73,
              46.17
            ],
            [
              -71.72,
              46.18
            ],
            [
              -71.7,
              46.18
            ],
            [
              -71.69,
              46.19
            ],
            [
              -71.69,
              46.21
            ]
          ]
        ]
      },
      "raw_probability": 0.1316,
      "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": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "5293becf94ba7141b222ea2ca25b06de3ed0c2cddc4966269056ecb35ee113aa",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.1316,
        "probability": 0.00205,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.00205,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "189f14141bc76212f874099c2bc2399aba417937e38170036374a0c1b1a1c1a4",
        "signature": {
          "alg": "ed25519",
          "sig": "f16fef280ecc00cbc7ee6495918b974a73a55b94069c5239cd99e7e5313930a367874dd32083db7a4b6b7edc56e01ebccbb0501d2578c31498b8db1f30ebe20d"
        }
      },
      "receipt_sha256": "189f14141bc76212f874099c2bc2399aba417937e38170036374a0c1b1a1c1a4"
    },
    {
      "storm_id": "231551",
      "lat": 42.3282,
      "lon": -99.4265,
      "motion_east": 8.1,
      "motion_south": 0.4,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3101.0,
      "ebshear": 50.0,
      "srh01": 53.0,
      "maxllaz": 0.013,
      "mesh": 0.16,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 53.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.7325
        },
        {
          "name": "alignment",
          "value": 1.6172
        },
        {
          "name": "tau",
          "value": 0.7632
        },
        {
          "name": "maxllaz",
          "value": 0.013
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1309
      },
      "coherence_score": 0.763222336769104,
      "coherence_diagnostics": {
        "tau": 0.763222336769104,
        "grad_tau": 0.07228599488735199,
        "torsion": 0.0,
        "alignment": 1.6172480583190918,
        "S_field": 0.23999713361263275,
        "Gamma_field": 0.18311075866222382,
        "S_over_Gamma": 1.3106664419174194,
        "Da": 11.047544479370117,
        "E_coh": 0.39852583408355713,
        "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": 12,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -99.5,
              42.45
            ],
            [
              -99.44,
              42.45
            ],
            [
              -99.38,
              42.42
            ],
            [
              -99.35,
              42.39
            ],
            [
              -99.32,
              42.31
            ],
            [
              -99.33,
              42.3
            ],
            [
              -99.33,
              42.26
            ],
            [
              -99.36,
              42.23
            ],
            [
              -99.4,
              42.21
            ],
            [
              -99.42,
              42.21
            ],
            [
              -99.47,
              42.24
            ],
            [
              -99.47,
              42.28
            ],
            [
              -99.46,
              42.29
            ],
            [
              -99.46,
              42.31
            ],
            [
              -99.53,
              42.37
            ],
            [
              -99.53,
              42.41
            ],
            [
              -99.5,
              42.45
            ]
          ]
        ]
      },
      "raw_probability": 0.1309,
      "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": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "717635c317cbc9995a2e1c302d10116d9b0daabdbbe88cac20c5e50f962b82fa",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.1309,
        "probability": 0.00205,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.00205,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "79f6ad54059185148aa00e70afefb03a3dd6e6e4a23cd305e4e7f223129918ee",
        "signature": {
          "alg": "ed25519",
          "sig": "9de42b98a27301d2bbc0c46c4e4227498ee49485c49d426ffbd6e03509af43665c0c81e4f3aee4b9002f2425186c8a0800d522046a515b8474331d96ab416807"
        }
      },
      "receipt_sha256": "79f6ad54059185148aa00e70afefb03a3dd6e6e4a23cd305e4e7f223129918ee"
    },
    {
      "storm_id": "234986",
      "lat": 41.5087,
      "lon": -100.69,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2307.0,
      "ebshear": 51.0,
      "srh01": 72.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 72.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.4825
        },
        {
          "name": "alignment",
          "value": 2.0857
        },
        {
          "name": "tau",
          "value": 0.6293
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1298
      },
      "coherence_score": 0.6293166279792786,
      "coherence_diagnostics": {
        "tau": 0.6293166279792786,
        "grad_tau": 0.04138892889022827,
        "torsion": 0.0,
        "alignment": 2.0856921672821045,
        "S_field": 0.4833628237247467,
        "Gamma_field": 0.2314440906047821,
        "S_over_Gamma": 2.0884647369384766,
        "Da": 13.97955322265625,
        "E_coh": 0.6488832831382751,
        "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": [
          [
            [
              -100.69,
              41.54
            ],
            [
              -100.66,
              41.53
            ],
            [
              -100.66,
              41.49
            ],
            [
              -100.67,
              41.48
            ],
            [
              -100.71,
              41.48
            ],
            [
              -100.72,
              41.49
            ],
            [
              -100.72,
              41.52
            ],
            [
              -100.69,
              41.54
            ]
          ]
        ]
      },
      "raw_probability": 0.1298,
      "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": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "a60c1c1813b5e7c666ad9f96e0e9bee813e21e80f4223097da2e2971306a30af",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.1298,
        "probability": 0.002022,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.002022,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "cc2f09edb94e6d3587ad09c1b4e5f642bc84e1dc45247e28cb2cacfa92e851c2",
        "signature": {
          "alg": "ed25519",
          "sig": "39ee57686ded19e3d7bced5ebe50dbca9bea870057b09f0cc05d06450f128e3fffdee8a586f04f4d654f25010439ac66cbb4d48d3b4d4e8fafb3a3ee2c21ee0a"
        }
      },
      "receipt_sha256": "cc2f09edb94e6d3587ad09c1b4e5f642bc84e1dc45247e28cb2cacfa92e851c2"
    },
    {
      "storm_id": "234976",
      "lat": 44.8729,
      "lon": -100.8393,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 181.0,
      "ebshear": 38.0,
      "srh01": 75.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 75.0
        },
        {
          "name": "hrrr_pwat",
          "value": 27.7325
        },
        {
          "name": "alignment",
          "value": 2.3368
        },
        {
          "name": "tau",
          "value": 0.7232
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1282
      },
      "coherence_score": 0.7232157588005066,
      "coherence_diagnostics": {
        "tau": 0.7232157588005066,
        "grad_tau": 0.06850965321063995,
        "torsion": 0.0,
        "alignment": 2.336759328842163,
        "S_field": 0.1578679233789444,
        "Gamma_field": 0.16727742552757263,
        "S_over_Gamma": 0.9437491297721863,
        "Da": 10.049456596374512,
        "E_coh": 0.387954980134964,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -100.82,
              44.92
            ],
            [
              -100.81,
              44.91
            ],
            [
              -100.77,
              44.9
            ],
            [
              -100.77,
              44.86
            ],
            [
              -100.78,
              44.84
            ],
            [
              -100.83,
              44.81
            ],
            [
              -100.87,
              44.81
            ],
            [
              -100.89,
              44.82
            ],
            [
              -100.91,
              44.84
            ],
            [
              -100.91,
              44.87
            ],
            [
              -100.88,
              44.9
            ],
            [
              -100.86,
              44.91
            ],
            [
              -100.83,
              44.91
            ],
            [
              -100.82,
              44.92
            ]
          ]
        ]
      },
      "raw_probability": 0.1282,
      "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": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "e14b7711d0aa985d361a256ac1d4fc5ff857b95a71672f514bfb5f74e6894381",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.1282,
        "probability": 0.002022,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.002022,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "427d3af1b10737c5980d74aeb7e44ceb45b2775b61297dc15bc956f5878f7033",
        "signature": {
          "alg": "ed25519",
          "sig": "36570567d2009915cd95de6862550bd9ea5c733137ac54f40e1db728c4c7635b9e05f62ec0082f10ae523ab4ad69dccd41cf4c7e00bda26b6b57c17281603b0b"
        }
      },
      "receipt_sha256": "427d3af1b10737c5980d74aeb7e44ceb45b2775b61297dc15bc956f5878f7033"
    },
    {
      "storm_id": "234977",
      "lat": 44.7987,
      "lon": -100.6675,
      "motion_east": 6.1,
      "motion_south": 0.4,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 320.0,
      "ebshear": 44.0,
      "srh01": 81.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 81.0
        },
        {
          "name": "hrrr_pwat",
          "value": 27.7325
        },
        {
          "name": "alignment",
          "value": 2.3368
        },
        {
          "name": "tau",
          "value": 0.7232
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1282
      },
      "coherence_score": 0.7232157588005066,
      "coherence_diagnostics": {
        "tau": 0.7232157588005066,
        "grad_tau": 0.06850965321063995,
        "torsion": 0.0,
        "alignment": 2.336759328842163,
        "S_field": 0.1578679233789444,
        "Gamma_field": 0.16727742552757263,
        "S_over_Gamma": 0.9437491297721863,
        "Da": 10.049456596374512,
        "E_coh": 0.387954980134964,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -100.7,
              44.83
            ],
            [
              -100.64,
              44.83
            ],
            [
              -100.63,
              44.82
            ],
            [
              -100.63,
              44.78
            ],
            [
              -100.64,
              44.76
            ],
            [
              -100.69,
              44.76
            ],
            [
              -100.71,
              44.78
            ],
            [
              -100.7,
              44.83
            ]
          ]
        ]
      },
      "raw_probability": 0.1282,
      "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": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "e14b7711d0aa985d361a256ac1d4fc5ff857b95a71672f514bfb5f74e6894381",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.1282,
        "probability": 0.002022,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.002022,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "427d3af1b10737c5980d74aeb7e44ceb45b2775b61297dc15bc956f5878f7033",
        "signature": {
          "alg": "ed25519",
          "sig": "36570567d2009915cd95de6862550bd9ea5c733137ac54f40e1db728c4c7635b9e05f62ec0082f10ae523ab4ad69dccd41cf4c7e00bda26b6b57c17281603b0b"
        }
      },
      "receipt_sha256": "427d3af1b10737c5980d74aeb7e44ceb45b2775b61297dc15bc956f5878f7033"
    },
    {
      "storm_id": "234985",
      "lat": 42.452,
      "lon": -99.1773,
      "motion_east": 9.2,
      "motion_south": 0.0,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2879.0,
      "ebshear": 54.0,
      "srh01": 49.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 49.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.7325
        },
        {
          "name": "alignment",
          "value": 1.6172
        },
        {
          "name": "tau",
          "value": 0.7632
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1273
      },
      "coherence_score": 0.763222336769104,
      "coherence_diagnostics": {
        "tau": 0.763222336769104,
        "grad_tau": 0.07228599488735199,
        "torsion": 0.0,
        "alignment": 1.6172480583190918,
        "S_field": 0.23999713361263275,
        "Gamma_field": 0.18311075866222382,
        "S_over_Gamma": 1.3106664419174194,
        "Da": 11.047544479370117,
        "E_coh": 0.39852583408355713,
        "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": [
          [
            [
              -99.18,
              42.49
            ],
            [
              -99.16,
              42.49
            ],
            [
              -99.13,
              42.47
            ],
            [
              -99.14,
              42.46
            ],
            [
              -99.13,
              42.44
            ],
            [
              -99.14,
              42.42
            ],
            [
              -99.16,
              42.41
            ],
            [
              -99.18,
              42.41
            ],
            [
              -99.19,
              42.42
            ],
            [
              -99.23,
              42.42
            ],
            [
              -99.23,
              42.44
            ],
            [
              -99.21,
              42.46
            ],
            [
              -99.21,
              42.48
            ],
            [
              -99.19,
              42.48
            ],
            [
              -99.18,
              42.49
            ]
          ]
        ]
      },
      "raw_probability": 0.1273,
      "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": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "8ceea9bf9e7bb28cf2e7368e1cbef29ea0d451a26c3c03f1c48bfb632c78954b",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.1273,
        "probability": 0.002022,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.002022,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c1f1b2a3c88afcb334f616da29f9035c657de378d61c9d1829b5bf550e8ee883",
        "signature": {
          "alg": "ed25519",
          "sig": "53bdf558f0553a661c214905085fe7f1f45c827a17e2947cec994fe78e2cd28930214bd8672cdf5e2a440e4ed6c17db481717b3bb46a61f3172ba45775d70708"
        }
      },
      "receipt_sha256": "c1f1b2a3c88afcb334f616da29f9035c657de378d61c9d1829b5bf550e8ee883"
    },
    {
      "storm_id": "234974",
      "lat": 46.9575,
      "lon": -109.8208,
      "motion_east": 4.4,
      "motion_south": -1.0,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 226.0,
      "ebshear": 25.0,
      "srh01": 49.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 49.0
        },
        {
          "name": "hrrr_pwat",
          "value": 17.9825
        },
        {
          "name": "alignment",
          "value": -7.1038
        },
        {
          "name": "tau",
          "value": 0.5684
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.127
      },
      "coherence_score": 0.5684099197387695,
      "coherence_diagnostics": {
        "tau": 0.5684099197387695,
        "grad_tau": 0.09461895376443863,
        "torsion": 0.0,
        "alignment": -7.103765487670898,
        "S_field": 0.25608742237091064,
        "Gamma_field": 0.198944091796875,
        "S_over_Gamma": 1.2872331142425537,
        "Da": 12.480704307556152,
        "E_coh": 0.3361864686012268,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -109.85,
              46.98
            ],
            [
              -109.83,
              46.98
            ],
            [
              -109.84,
              46.97
            ],
            [
              -109.82,
              46.95
            ],
            [
              -109.8,
              46.98
            ],
            [
              -109.77,
              46.97
            ],
            [
              -109.78,
              46.93
            ],
            [
              -109.8,
              46.92
            ],
            [
              -109.82,
              46.94
            ],
            [
              -109.84,
              46.94
            ],
            [
              -109.85,
              46.95
            ],
            [
              -109.85,
              46.98
            ]
          ]
        ]
      },
      "raw_probability": 0.127,
      "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": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "de1ebc13c9d7495e71e89a7e6409c47da101ffc537a15c0d8748f75af1d97219",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.127,
        "probability": 0.002022,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.002022,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "63b7950aa809cbcbeca27674c7d192973ec69819c4725d2165adb7625c217925",
        "signature": {
          "alg": "ed25519",
          "sig": "6f6d795ac232efea9dfe2ca4e7ec0a160b232ab5eaf027bc54ec75af7486dfaa1960b8db0fd4f0e42f80441208f3f40c542635897935628d96672c797482de0a"
        }
      },
      "receipt_sha256": "63b7950aa809cbcbeca27674c7d192973ec69819c4725d2165adb7625c217925"
    },
    {
      "storm_id": "234873",
      "lat": 32.146,
      "lon": -111.129,
      "motion_east": 5.6,
      "motion_south": 1.5,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1634.0,
      "ebshear": 15.0,
      "srh01": 59.0,
      "maxllaz": 0.001,
      "mesh": 0.13,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 59.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.1075
        },
        {
          "name": "alignment",
          "value": -1.4831
        },
        {
          "name": "tau",
          "value": 0.5701
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1259
      },
      "coherence_score": 0.5700730085372925,
      "coherence_diagnostics": {
        "tau": 0.5700730085372925,
        "grad_tau": 0.006079132668673992,
        "torsion": 0.0,
        "alignment": -1.4830535650253296,
        "S_field": 0.24926075339317322,
        "Gamma_field": 0.7689441442489624,
        "S_over_Gamma": 0.32415977120399475,
        "Da": 46.78761672973633,
        "E_coh": 0.7611483931541443,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -111.13,
              32.19
            ],
            [
              -111.07,
              32.19
            ],
            [
              -111.07,
              32.12
            ],
            [
              -111.11,
              32.1
            ],
            [
              -111.15,
              32.1
            ],
            [
              -111.16,
              32.11
            ],
            [
              -111.17,
              32.13
            ],
            [
              -111.15,
              32.15
            ],
            [
              -111.15,
              32.18
            ],
            [
              -111.13,
              32.19
            ]
          ]
        ]
      },
      "raw_probability": 0.1259,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "d0cb3e9fb17b64e8c12d0a1ab9dfbd13e2fbc8eefc7f1ca744c8792010afdba6",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.1259,
        "probability": 0.002022,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.002022,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "68f57b739e27cbbd1bbd5822184af9d3a5a856b00a67b0c26e0fd6c1f0e13f83",
        "signature": {
          "alg": "ed25519",
          "sig": "c21837badc688a19051d10aae6709dbf77872a61e61bbd8f75095e0a8efba1d9112a74072a0bff8ee3cdd9d931a2c90c744f3895ae18803972be5dd4016d060d"
        }
      },
      "receipt_sha256": "68f57b739e27cbbd1bbd5822184af9d3a5a856b00a67b0c26e0fd6c1f0e13f83"
    },
    {
      "storm_id": "233760",
      "lat": 41.963,
      "lon": -98.0767,
      "motion_east": 9.9,
      "motion_south": -5.0,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2456.0,
      "ebshear": 50.0,
      "srh01": 8.0,
      "maxllaz": 0.003,
      "mesh": 0.11,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 8.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.8575
        },
        {
          "name": "alignment",
          "value": 7.1431
        },
        {
          "name": "tau",
          "value": 0.7339
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1251
      },
      "coherence_score": 0.7338660955429077,
      "coherence_diagnostics": {
        "tau": 0.7338660955429077,
        "grad_tau": 0.15020692348480225,
        "torsion": 0.0,
        "alignment": 7.143066883087158,
        "S_field": 0.3095739483833313,
        "Gamma_field": 0.1714440882205963,
        "S_over_Gamma": 1.8056845664978027,
        "Da": 10.55690860748291,
        "E_coh": 0.5933716893196106,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 5,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -98.13,
              42.17
            ],
            [
              -98.12,
              42.17
            ],
            [
              -98.05,
              42.11
            ],
            [
              -98.01,
              42.09
            ],
            [
              -97.99,
              42.09
            ],
            [
              -97.97,
              42.07
            ],
            [
              -97.97,
              42.04
            ],
            [
              -98.02,
              42.0
            ],
            [
              -98.01,
              41.98
            ],
            [
              -98.01,
              41.95
            ],
            [
              -97.99,
              41.93
            ],
            [
              -97.99,
              41.91
            ],
            [
              -98.01,
              41.9
            ],
            [
              -98.05,
              41.86
            ],
            [
              -98.05,
              41.81
            ],
            [
              -98.06,
              41.8
            ],
            [
              -98.06,
              41.78
            ],
            [
              -98.09,
              41.76
            ],
            [
              -98.12,
              41.76
            ],
            [
              -98.14,
              41.77
            ],
            [
              -98.18,
              41.82
            ],
            [
              -98.18,
              41.85
            ],
            [
              -98.13,
              41.91
            ],
            [
              -98.13,
              41.98
            ],
            [
              -98.14,
              41.99
            ],
            [
              -98.14,
              42.02
            ],
            [
              -98.15,
              42.03
            ],
            [
              -98.15,
              42.07
            ],
            [
              -98.13,
              42.1
            ],
            [
              -98.13,
              42.17
            ]
          ]
        ]
      },
      "raw_probability": 0.1251,
      "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": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "7914851cdd345d81d5f276d6e88486e11197ecf55195b2d92d142193c486d66e",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.1251,
        "probability": 0.002002,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.002002,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2bc611d559c8ca8965c59d7c26ebf552fc1eae246e4dabf5e84c72b6343ba7f2",
        "signature": {
          "alg": "ed25519",
          "sig": "e170593c84d8f999a9403d8968ebb434fdd077b8ec4707aeb4f5959170d1cb895d523473c2cad8327576112d0faca02ebef6c9b57126bd2506cedcb631a1440e"
        }
      },
      "receipt_sha256": "2bc611d559c8ca8965c59d7c26ebf552fc1eae246e4dabf5e84c72b6343ba7f2"
    },
    {
      "storm_id": "234857",
      "lat": 46.2244,
      "lon": -95.9978,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 847.0,
      "ebshear": 23.0,
      "srh01": 40.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 40.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.9825
        },
        {
          "name": "alignment",
          "value": -3.038
        },
        {
          "name": "tau",
          "value": 0.6866
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1234
      },
      "coherence_score": 0.6865765452384949,
      "coherence_diagnostics": {
        "tau": 0.6865765452384949,
        "grad_tau": 0.09019871801137924,
        "torsion": 0.0,
        "alignment": -3.0379936695098877,
        "S_field": 0.22482708096504211,
        "Gamma_field": 0.5831107497215271,
        "S_over_Gamma": 0.38556498289108276,
        "Da": 35.185325622558594,
        "E_coh": 0.016773631796240807,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -96.02,
              46.25
            ],
            [
              -95.97,
              46.25
            ],
            [
              -95.96,
              46.24
            ],
            [
              -95.96,
              46.21
            ],
            [
              -95.97,
              46.19
            ],
            [
              -96.02,
              46.19
            ],
            [
              -96.03,
              46.2
            ],
            [
              -96.03,
              46.24
            ],
            [
              -96.02,
              46.25
            ]
          ]
        ]
      },
      "raw_probability": 0.1234,
      "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": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "50dad5634d9ff9455ff34dd8e95d24481f3e2c79a357bd977a353fdede083fcd",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.1234,
        "probability": 0.002002,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.002002,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a0db192294eb19c3dbc1492c2f6f24dd4763e9a9aab16bb4c7b4ca3b80683b67",
        "signature": {
          "alg": "ed25519",
          "sig": "a624213560649cd7fc792b9f89937a7550ec5c20a8059f9f3fbfda20ea6ef318e0a39169631ac887d1305045f70df06bf2a98b011e6a3095ab09ce1abf9e140a"
        }
      },
      "receipt_sha256": "a0db192294eb19c3dbc1492c2f6f24dd4763e9a9aab16bb4c7b4ca3b80683b67"
    },
    {
      "storm_id": "234712",
      "lat": 32.4144,
      "lon": -111.0556,
      "motion_east": 3.4,
      "motion_south": 1.3,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1331.0,
      "ebshear": 16.0,
      "srh01": 51.0,
      "maxllaz": 0.003,
      "mesh": 0.06,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 51.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.9825
        },
        {
          "name": "alignment",
          "value": -6.8385
        },
        {
          "name": "tau",
          "value": 0.6093
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1222
      },
      "coherence_score": 0.6093099117279053,
      "coherence_diagnostics": {
        "tau": 0.6093099117279053,
        "grad_tau": 0.07088340073823929,
        "torsion": 0.0,
        "alignment": -6.838497161865234,
        "S_field": 0.6159730553627014,
        "Gamma_field": 0.7947774529457092,
        "S_over_Gamma": 0.7750258445739746,
        "Da": 51.884761810302734,
        "E_coh": 0.8049362897872925,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -111.06,
              32.45
            ],
            [
              -111.03,
              32.45
            ],
            [
              -111.01,
              32.43
            ],
            [
              -111.01,
              32.4
            ],
            [
              -111.04,
              32.37
            ],
            [
              -111.09,
              32.37
            ],
            [
              -111.1,
              32.39
            ],
            [
              -111.1,
              32.42
            ],
            [
              -111.06,
              32.45
            ]
          ]
        ]
      },
      "raw_probability": 0.1222,
      "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": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "dcf0bcdf481df542c5bff7e7b0d79ce25244236e35319abaf01b1781de5af37c",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.1222,
        "probability": 0.002002,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.002002,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "52411aadabf00612262125a904ef19c369c68df1cfa86d9d11752ef42dbe7fd9",
        "signature": {
          "alg": "ed25519",
          "sig": "e37782dc0e43c1b82e009df266284eaa02e507a59006e696cfa6a00523d031b9b3ae87303f5fe80ec476ed44ff687f0204140d835eaf0f2d0c341345e3708a07"
        }
      },
      "receipt_sha256": "52411aadabf00612262125a904ef19c369c68df1cfa86d9d11752ef42dbe7fd9"
    },
    {
      "storm_id": "234797",
      "lat": 44.5456,
      "lon": -98.45,
      "motion_east": 6.1,
      "motion_south": 1.5,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 103.0,
      "ebshear": 40.0,
      "srh01": 91.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 91.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.8575
        },
        {
          "name": "alignment",
          "value": 0.7064
        },
        {
          "name": "tau",
          "value": 0.7455
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1214
      },
      "coherence_score": 0.7454777359962463,
      "coherence_diagnostics": {
        "tau": 0.7454777359962463,
        "grad_tau": 0.038424890488386154,
        "torsion": 0.0,
        "alignment": 0.7063601016998291,
        "S_field": 0.21022668480873108,
        "Gamma_field": 0.27894410490989685,
        "S_over_Gamma": 0.7536516785621643,
        "Da": 17.344676971435547,
        "E_coh": 0.430934339761734,
        "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": [
          [
            [
              -98.48,
              44.57
            ],
            [
              -98.42,
              44.57
            ],
            [
              -98.4,
              44.56
            ],
            [
              -98.4,
              44.53
            ],
            [
              -98.42,
              44.51
            ],
            [
              -98.47,
              44.51
            ],
            [
              -98.49,
              44.53
            ],
            [
              -98.49,
              44.56
            ],
            [
              -98.48,
              44.57
            ]
          ]
        ]
      },
      "raw_probability": 0.1214,
      "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": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "8910315bc9f8026de3e2f1922915e262e0c2e73e252947af80a8ffb24ed2a990",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.1214,
        "probability": 0.002002,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.002002,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8a9ae8cd26037f507787394902ed694d2768fece0fceed6e2795fc1c4a692646",
        "signature": {
          "alg": "ed25519",
          "sig": "99ce2a8e744e600f917a6bea67d3cd76e16c27cfd272eb760a96b9620d43b4a95e36a2dac937b2e09dc92991942d81270f105919fc4fe410fc11d88d9dbb170c"
        }
      },
      "receipt_sha256": "8a9ae8cd26037f507787394902ed694d2768fece0fceed6e2795fc1c4a692646"
    },
    {
      "storm_id": "234568",
      "lat": 44.5286,
      "lon": -102.8529,
      "motion_east": 2.9,
      "motion_south": 0.0,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 104.0,
      "ebshear": 19.0,
      "srh01": 52.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 52.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.7325
        },
        {
          "name": "alignment",
          "value": 5.0008
        },
        {
          "name": "tau",
          "value": 0.6761
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1195
      },
      "coherence_score": 0.6761263608932495,
      "coherence_diagnostics": {
        "tau": 0.6761263608932495,
        "grad_tau": 0.09478985518217087,
        "torsion": 0.0,
        "alignment": 5.00081729888916,
        "S_field": 0.36790260672569275,
        "Gamma_field": 0.8022775053977966,
        "S_over_Gamma": 0.45857274532318115,
        "Da": 49.30020523071289,
        "E_coh": 0.2651800513267517,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -102.87,
              44.59
            ],
            [
              -102.79,
              44.59
            ],
            [
              -102.79,
              44.57
            ],
            [
              -102.78,
              44.56
            ],
            [
              -102.76,
              44.57
            ],
            [
              -102.7,
              44.56
            ],
            [
              -102.72,
              44.54
            ],
            [
              -102.75,
              44.53
            ],
            [
              -102.79,
              44.48
            ],
            [
              -102.83,
              44.48
            ],
            [
              -102.9,
              44.43
            ],
            [
              -102.94,
              44.43
            ],
            [
              -102.96,
              44.44
            ],
            [
              -102.97,
              44.46
            ],
            [
              -102.94,
              44.51
            ],
            [
              -102.94,
              44.53
            ],
            [
              -102.92,
              44.54
            ],
            [
              -102.9,
              44.56
            ],
            [
              -102.9,
              44.57
            ],
            [
              -102.89,
              44.57
            ],
            [
              -102.87,
              44.59
            ]
          ]
        ]
      },
      "raw_probability": 0.1195,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "307bf6e7afca3ede49bef4f93d44c8693ced24d33929531f6dffba739ebbebbb",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.1195,
        "probability": 0.001977,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5eefbd915b7e5d9619ef573f49209d2ceff9bb7fa0a686288db661d94ab74102",
        "signature": {
          "alg": "ed25519",
          "sig": "4ceb7bb9c34290ce637b197c6af0884a305699bebfee3cf707180742a287c58f54adc334dc47c92c9bc4f739cf9123d84b2f814bd886e81d5bf2362d28fbbb06"
        }
      },
      "receipt_sha256": "5eefbd915b7e5d9619ef573f49209d2ceff9bb7fa0a686288db661d94ab74102"
    },
    {
      "storm_id": "234444",
      "lat": 36.2509,
      "lon": -114.8809,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1243.0,
      "ebshear": 25.0,
      "srh01": 95.0,
      "maxllaz": 0.004,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 95.0
        },
        {
          "name": "hrrr_pwat",
          "value": 29.2325
        },
        {
          "name": "alignment",
          "value": 4.077
        },
        {
          "name": "tau",
          "value": 0.2718
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1194
      },
      "coherence_score": 0.271791934967041,
      "coherence_diagnostics": {
        "tau": 0.271791934967041,
        "grad_tau": 0.02479538880288601,
        "torsion": 0.0,
        "alignment": 4.076959609985352,
        "S_field": 0.03818405047059059,
        "Gamma_field": 1.6439441442489624,
        "S_over_Gamma": 0.02322709746658802,
        "Da": 91.587646484375,
        "E_coh": 0.09749243408441544,
        "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": [
          [
            [
              -114.87,
              36.29
            ],
            [
              -114.85,
              36.29
            ],
            [
              -114.84,
              36.28
            ],
            [
              -114.84,
              36.23
            ],
            [
              -114.87,
              36.19
            ],
            [
              -114.9,
              36.22
            ],
            [
              -114.92,
              36.21
            ],
            [
              -114.92,
              36.24
            ],
            [
              -114.91,
              36.26
            ],
            [
              -114.9,
              36.26
            ],
            [
              -114.87,
              36.29
            ]
          ]
        ]
      },
      "raw_probability": 0.1194,
      "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": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "7add9cf4c100942621796165d03fa2591cf1859d32e80796e451b6858aabcec7",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.1194,
        "probability": 0.001977,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "73deea631f3fa7c2f52fd8ee8b5b0b824ac3cbbc18d9607c2c7b39f00c6e721b",
        "signature": {
          "alg": "ed25519",
          "sig": "64711a95719ea8a5d5d4eaeba1b7fcdc702248faeeb817f91c5178879ffc57cd39a85fb0e52a3b5f9fb3d70a3494797f2e787cf1f608a5793148efd34ac13802"
        }
      },
      "receipt_sha256": "73deea631f3fa7c2f52fd8ee8b5b0b824ac3cbbc18d9607c2c7b39f00c6e721b"
    },
    {
      "storm_id": "234819",
      "lat": 42.2138,
      "lon": -98.4092,
      "motion_east": 9.9,
      "motion_south": -6.0,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1827.0,
      "ebshear": 44.0,
      "srh01": 2.0,
      "maxllaz": 0.003,
      "mesh": 0.07,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 2.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.8575
        },
        {
          "name": "alignment",
          "value": 7.1431
        },
        {
          "name": "tau",
          "value": 0.7339
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1186
      },
      "coherence_score": 0.7338660955429077,
      "coherence_diagnostics": {
        "tau": 0.7338660955429077,
        "grad_tau": 0.15020692348480225,
        "torsion": 0.0,
        "alignment": 7.143066883087158,
        "S_field": 0.3095739483833313,
        "Gamma_field": 0.1714440882205963,
        "S_over_Gamma": 1.8056845664978027,
        "Da": 10.55690860748291,
        "E_coh": 0.5933716893196106,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -98.32,
              42.38
            ],
            [
              -98.27,
              42.37
            ],
            [
              -98.24,
              42.33
            ],
            [
              -98.24,
              42.26
            ],
            [
              -98.25,
              42.25
            ],
            [
              -98.25,
              42.23
            ],
            [
              -98.26,
              42.21
            ],
            [
              -98.32,
              42.15
            ],
            [
              -98.36,
              42.15
            ],
            [
              -98.42,
              42.12
            ],
            [
              -98.48,
              42.12
            ],
            [
              -98.49,
              42.13
            ],
            [
              -98.53,
              42.13
            ],
            [
              -98.56,
              42.1
            ],
            [
              -98.6,
              42.1
            ],
            [
              -98.62,
              42.12
            ],
            [
              -98.59,
              42.18
            ],
            [
              -98.54,
              42.18
            ],
            [
              -98.52,
              42.19
            ],
            [
              -98.48,
              42.23
            ],
            [
              -98.46,
              42.23
            ],
            [
              -98.43,
              42.21
            ],
            [
              -98.38,
              42.21
            ],
            [
              -98.35,
              42.24
            ],
            [
              -98.36,
              42.36
            ],
            [
              -98.32,
              42.38
            ]
          ]
        ]
      },
      "raw_probability": 0.1186,
      "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": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "615b83d6a00869a2deeb7812e004c7cad905750ea3628cd7cf7b9b1e9eefcdb7",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.1186,
        "probability": 0.001977,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d2b00899dce1f04c279476e8bae07d7a3c30c63055cc6ba39470796ab58320be",
        "signature": {
          "alg": "ed25519",
          "sig": "bedea5a6b806699860c0fd7c1c6100b6f135eb4b8acf1a7a8d1099242deaec24a19c59b149c63e75a620c88961e58df66a7c438285bb6fe5ae868fc7ec7e9a0a"
        }
      },
      "receipt_sha256": "d2b00899dce1f04c279476e8bae07d7a3c30c63055cc6ba39470796ab58320be"
    },
    {
      "storm_id": "234993",
      "lat": 31.0267,
      "lon": -105.9967,
      "motion_east": 3.5,
      "motion_south": -1.0,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1519.0,
      "ebshear": 16.0,
      "srh01": 0.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 28.7325
        },
        {
          "name": "alignment",
          "value": -4.6473
        },
        {
          "name": "tau",
          "value": 0.5064
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1172
      },
      "coherence_score": 0.5064001083374023,
      "coherence_diagnostics": {
        "tau": 0.5064001083374023,
        "grad_tau": 0.04650653153657913,
        "torsion": 0.0,
        "alignment": -4.647279262542725,
        "S_field": 0.2460794746875763,
        "Gamma_field": 0.5747774243354797,
        "S_over_Gamma": 0.42813003063201904,
        "Da": 32.83319091796875,
        "E_coh": 0.3098491430282593,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -106.02,
              31.07
            ],
            [
              -105.99,
              31.07
            ],
            [
              -105.97,
              31.05
            ],
            [
              -105.95,
              31.05
            ],
            [
              -105.95,
              31.0
            ],
            [
              -105.96,
              31.0
            ],
            [
              -105.98,
              30.98
            ],
            [
              -106.01,
              30.98
            ],
            [
              -106.03,
              31.0
            ],
            [
              -106.04,
              31.0
            ],
            [
              -106.04,
              31.05
            ],
            [
              -106.02,
              31.07
            ]
          ]
        ]
      },
      "raw_probability": 0.1172,
      "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": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "23c42b64af2b46130034ed0bd0653da61feec99751a966dc35d39e9de51d2f21",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.1172,
        "probability": 0.001977,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f39e3c8f111865bcd3e26dd5577e2f2cecc037b861111f276c2d7f4c7e606d1c",
        "signature": {
          "alg": "ed25519",
          "sig": "171a31bc03f7ee876024af4cba9fd5b41939365f911e0ba1cc272f1bf475feea09bffe857bea39d4c7025f9dab1febd9d28e56caca31152bf0221a6b2cbecb08"
        }
      },
      "receipt_sha256": "f39e3c8f111865bcd3e26dd5577e2f2cecc037b861111f276c2d7f4c7e606d1c"
    },
    {
      "storm_id": "234961",
      "lat": 43.4575,
      "lon": -100.0563,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 855.0,
      "ebshear": 39.0,
      "srh01": 55.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 55.0
        },
        {
          "name": "hrrr_pwat",
          "value": 29.9825
        },
        {
          "name": "alignment",
          "value": -3.3492
        },
        {
          "name": "tau",
          "value": 0.7066
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1169
      },
      "coherence_score": 0.7065829634666443,
      "coherence_diagnostics": {
        "tau": 0.7065829634666443,
        "grad_tau": 0.08711659163236618,
        "torsion": 0.0,
        "alignment": -3.349191904067993,
        "S_field": 0.253545343875885,
        "Gamma_field": 0.16811075806617737,
        "S_over_Gamma": 1.5082041025161743,
        "Da": 10.376449584960938,
        "E_coh": 0.4105190634727478,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -100.06,
              43.5
            ],
            [
              -100.01,
              43.47
            ],
            [
              -100.01,
              43.43
            ],
            [
              -100.03,
              43.41
            ],
            [
              -100.08,
              43.42
            ],
            [
              -100.1,
              43.44
            ],
            [
              -100.1,
              43.49
            ],
            [
              -100.06,
              43.5
            ]
          ]
        ]
      },
      "raw_probability": 0.1169,
      "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": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "9a012c3ea3c072c731c7a5e7d7a73cd0208f3d4b198b9921c46d7a23a876be8f",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.1169,
        "probability": 0.001977,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3d836459677ca670e481216d85d078cbb1e078928ff20829f416ed8ce92bffe3",
        "signature": {
          "alg": "ed25519",
          "sig": "2ca95a3b5d66922c8e10522e3d885d985c93e92b54e33d1d2bc27a9efd08bbbdb2247f1ee047c03d89530cde0ca919404251c3fe3e08da0e4ecea8dccb4c2203"
        }
      },
      "receipt_sha256": "3d836459677ca670e481216d85d078cbb1e078928ff20829f416ed8ce92bffe3"
    },
    {
      "storm_id": "234970",
      "lat": 32.6284,
      "lon": -110.9294,
      "motion_east": 3.4,
      "motion_south": 1.3,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1316.0,
      "ebshear": 15.0,
      "srh01": 41.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 41.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.9825
        },
        {
          "name": "alignment",
          "value": -6.8385
        },
        {
          "name": "tau",
          "value": 0.6093
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1158
      },
      "coherence_score": 0.6093099117279053,
      "coherence_diagnostics": {
        "tau": 0.6093099117279053,
        "grad_tau": 0.07088340073823929,
        "torsion": 0.0,
        "alignment": -6.838497161865234,
        "S_field": 0.6159730553627014,
        "Gamma_field": 0.7947774529457092,
        "S_over_Gamma": 0.7750258445739746,
        "Da": 51.884761810302734,
        "E_coh": 0.8049362897872925,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -110.94,
              32.68
            ],
            [
              -110.93,
              32.67
            ],
            [
              -110.92,
              32.66
            ],
            [
              -110.91,
              32.65
            ],
            [
              -110.92,
              32.65
            ],
            [
              -110.93,
              32.65
            ],
            [
              -110.94,
              32.64
            ],
            [
              -110.93,
              32.63
            ],
            [
              -110.92,
              32.63
            ],
            [
              -110.91,
              32.63
            ],
            [
              -110.9,
              32.63
            ],
            [
              -110.9,
              32.62
            ],
            [
              -110.89,
              32.61
            ],
            [
              -110.89,
              32.6
            ],
            [
              -110.9,
              32.59
            ],
            [
              -110.9,
              32.58
            ],
            [
              -110.91,
              32.58
            ],
            [
              -110.92,
              32.58
            ],
            [
              -110.93,
              32.58
            ],
            [
              -110.94,
              32.58
            ],
            [
              -110.95,
              32.59
            ],
            [
              -110.95,
              32.6
            ],
            [
              -110.95,
              32.61
            ],
            [
              -110.95,
              32.62
            ],
            [
              -110.95,
              32.63
            ],
            [
              -110.94,
              32.64
            ],
            [
              -110.95,
              32.65
            ],
            [
              -110.96,
              32.65
            ],
            [
              -110.96,
              32.66
            ],
            [
              -110.96,
              32.67
            ],
            [
              -110.95,
              32.67
            ],
            [
              -110.94,
              32.68
            ]
          ]
        ]
      },
      "raw_probability": 0.1158,
      "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": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "86c4b5536e442d237453bcf599250ae38516e6556d8fd9f1bfb72739cf7888d1",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.1158,
        "probability": 0.001977,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f47dd26662de96721cfd3064c662e57233c57017c6555092d075926a0ed53a8a",
        "signature": {
          "alg": "ed25519",
          "sig": "4e1e8f3d6abe38289612a9c7651cd854f01253c2b0b889a7bdeb7e117d1c69ac7d8c93b0c4d2006d4fcff1d380fcfc76491d6720deb0240da1f00293ffaec90f"
        }
      },
      "receipt_sha256": "f47dd26662de96721cfd3064c662e57233c57017c6555092d075926a0ed53a8a"
    },
    {
      "storm_id": "234956",
      "lat": 47.1122,
      "lon": -109.9839,
      "motion_east": 3.5,
      "motion_south": -2.0,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 119.0,
      "ebshear": 26.0,
      "srh01": 62.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 62.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.8575
        },
        {
          "name": "alignment",
          "value": -7.5673
        },
        {
          "name": "tau",
          "value": 0.4735
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1136
      },
      "coherence_score": 0.47352951765060425,
      "coherence_diagnostics": {
        "tau": 0.47352951765060425,
        "grad_tau": 0.06992270797491074,
        "torsion": 0.0,
        "alignment": -7.567338943481445,
        "S_field": 0.29921919107437134,
        "Gamma_field": 0.6931107640266418,
        "S_over_Gamma": 0.43170472979545593,
        "Da": 43.70179748535156,
        "E_coh": 0.3105999231338501,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -109.94,
              47.16
            ],
            [
              -109.92,
              47.16
            ],
            [
              -109.89,
              47.12
            ],
            [
              -109.89,
              47.11
            ],
            [
              -109.92,
              47.1
            ],
            [
              -109.95,
              47.07
            ],
            [
              -109.95,
              47.05
            ],
            [
              -110.0,
              47.05
            ],
            [
              -110.04,
              47.09
            ],
            [
              -110.06,
              47.09
            ],
            [
              -110.06,
              47.1
            ],
            [
              -110.04,
              47.1
            ],
            [
              -110.03,
              47.11
            ],
            [
              -110.03,
              47.12
            ],
            [
              -110.05,
              47.13
            ],
            [
              -110.05,
              47.15
            ],
            [
              -109.95,
              47.15
            ],
            [
              -109.94,
              47.16
            ]
          ]
        ]
      },
      "raw_probability": 0.1136,
      "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": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "d57c35773f375b008eaad66e0bbed47212f7eff1b8bb869cefb4aa6f86184a2a",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.1136,
        "probability": 0.001977,
        "confidence_lo": 0.001913,
        "confidence_hi": 0.001977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "dc102aa798c4b32dbe2e25675c0012b1ce80bd9283af52fb1e039379413c9bc8",
        "signature": {
          "alg": "ed25519",
          "sig": "a8b71de9a3bdc0ff79a78e881f8968ea561cf734f563571ef3083a0e78d35c148947230fc31c27087577953cd8f9f7cb77445dfc0a82e1a911b847bc0e35ba06"
        }
      },
      "receipt_sha256": "dc102aa798c4b32dbe2e25675c0012b1ce80bd9283af52fb1e039379413c9bc8"
    },
    {
      "storm_id": "233897",
      "lat": 28.8062,
      "lon": -79.0925,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3449.0,
      "ebshear": 14.0,
      "srh01": 65.0,
      "maxllaz": 0.002,
      "mesh": 0.23,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 65.0
        },
        {
          "name": "hrrr_pwat",
          "value": 29.1075
        },
        {
          "name": "alignment",
          "value": 3.3712
        },
        {
          "name": "tau",
          "value": 1.4807
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1133
      },
      "coherence_score": 1.4806675910949707,
      "coherence_diagnostics": {
        "tau": 1.4806675910949707,
        "grad_tau": 0.22664448618888855,
        "torsion": 0.0,
        "alignment": 3.3712377548217773,
        "S_field": 0.22766946256160736,
        "Gamma_field": 0.9181107878684998,
        "S_over_Gamma": 0.24797601997852325,
        "Da": 56.67228317260742,
        "E_coh": 0.8927704691886902,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 4,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -79.09,
              28.84
            ],
            [
              -79.07,
              28.84
            ],
            [
              -79.07,
              28.78
            ],
            [
              -79.08,
              28.77
            ],
            [
              -79.1,
              28.77
            ],
            [
              -79.12,
              28.79
            ],
            [
              -79.12,
              28.82
            ],
            [
              -79.09,
              28.84
            ]
          ]
        ]
      },
      "raw_probability": 0.1133,
      "confidence_lo": 0.0016,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "e83b3fb523c382597fb115f28f8fd5046ee55df2385d3ab77d63e4136490e2d6",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.1133,
        "probability": 0.001976,
        "confidence_lo": 0.001577,
        "confidence_hi": 0.001977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f4e9494d4f457a81d93618988f7ed5ab27240ef5f2280dceeed11036818b7415",
        "signature": {
          "alg": "ed25519",
          "sig": "11727cc41595c8b25e0a6446459f913925d1b55d5613f696e4575fcbcf49ac5557523663a2a8797e577de278678a0a87b48262e01199a38362fca39619a2620e"
        }
      },
      "receipt_sha256": "f4e9494d4f457a81d93618988f7ed5ab27240ef5f2280dceeed11036818b7415"
    },
    {
      "storm_id": "234828",
      "lat": 33.3818,
      "lon": -74.91,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3596.0,
      "ebshear": 8.0,
      "srh01": 17.0,
      "maxllaz": 0.001,
      "mesh": 0.21,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 17.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.1075
        },
        {
          "name": "alignment",
          "value": -0.6487
        },
        {
          "name": "tau",
          "value": 2.7233
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.113
      },
      "coherence_score": 2.7233173847198486,
      "coherence_diagnostics": {
        "tau": 2.7233173847198486,
        "grad_tau": 0.42463812232017517,
        "torsion": 0.0,
        "alignment": -0.648728609085083,
        "S_field": 1.0683666467666626,
        "Gamma_field": 0.28144410252571106,
        "S_over_Gamma": 3.7960171699523926,
        "Da": 18.210216522216797,
        "E_coh": 0.9126511812210083,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -74.93,
              33.49
            ],
            [
              -74.89,
              33.47
            ],
            [
              -74.85,
              33.48
            ],
            [
              -74.85,
              33.46
            ],
            [
              -74.86,
              33.45
            ],
            [
              -74.86,
              33.41
            ],
            [
              -74.84,
              33.39
            ],
            [
              -74.85,
              33.38
            ],
            [
              -74.85,
              33.34
            ],
            [
              -74.83,
              33.33
            ],
            [
              -74.85,
              33.32
            ],
            [
              -74.86,
              33.3
            ],
            [
              -74.88,
              33.31
            ],
            [
              -74.9,
              33.3
            ],
            [
              -74.93,
              33.3
            ],
            [
              -74.95,
              33.31
            ],
            [
              -74.95,
              33.34
            ],
            [
              -74.96,
              33.35
            ],
            [
              -74.97,
              33.34
            ],
            [
              -74.98,
              33.35
            ],
            [
              -74.98,
              33.36
            ],
            [
              -74.96,
              33.36
            ],
            [
              -74.95,
              33.37
            ],
            [
              -74.96,
              33.38
            ],
            [
              -74.95,
              33.4
            ],
            [
              -74.95,
              33.45
            ],
            [
              -74.96,
              33.46
            ],
            [
              -74.93,
              33.49
            ]
          ]
        ]
      },
      "raw_probability": 0.113,
      "confidence_lo": 0.0016,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "ec1a3ac855a4975f6bf6b375a45b3f351160740545346ac11b81659bc0f4bdf1",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.113,
        "probability": 0.001976,
        "confidence_lo": 0.001577,
        "confidence_hi": 0.001977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "29477cab0f8dd1cc0212a217ff3e4047006ffe111b0c213257628b8b38304fc3",
        "signature": {
          "alg": "ed25519",
          "sig": "3419314e189ca98b743bb8f126f8e4b9301026fe65765a9cb0e729a53a1bc7ef2515286193484c5dde8bfe9eefecfcf1f3189e265ddb5525f12b6713e6391700"
        }
      },
      "receipt_sha256": "29477cab0f8dd1cc0212a217ff3e4047006ffe111b0c213257628b8b38304fc3"
    },
    {
      "storm_id": "233373",
      "lat": 44.1533,
      "lon": -99.2256,
      "motion_east": 5.7,
      "motion_south": 1.7,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 116.0,
      "ebshear": 40.0,
      "srh01": 174.0,
      "maxllaz": 0.008,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 174.0
        },
        {
          "name": "hrrr_pwat",
          "value": 30.3575
        },
        {
          "name": "alignment",
          "value": -0.2106
        },
        {
          "name": "tau",
          "value": 0.7022
        },
        {
          "name": "maxllaz",
          "value": 0.008
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1127
      },
      "coherence_score": 0.702151894569397,
      "coherence_diagnostics": {
        "tau": 0.702151894569397,
        "grad_tau": 0.04002378135919571,
        "torsion": 0.0,
        "alignment": -0.21064862608909607,
        "S_field": 0.2061278522014618,
        "Gamma_field": 0.5022774338722229,
        "S_over_Gamma": 0.41038644313812256,
        "Da": 30.68511390686035,
        "E_coh": 0.20627975463867188,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 6,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -99.24,
              44.4
            ],
            [
              -99.2,
              44.39
            ],
            [
              -99.16,
              44.34
            ],
            [
              -99.16,
              44.32
            ],
            [
              -99.14,
              44.3
            ],
            [
              -99.12,
              44.3
            ],
            [
              -99.07,
              44.26
            ],
            [
              -99.05,
              44.22
            ],
            [
              -99.05,
              44.18
            ],
            [
              -99.06,
              44.17
            ],
            [
              -99.06,
              44.15
            ],
            [
              -99.11,
              44.09
            ],
            [
              -99.15,
              44.08
            ],
            [
              -99.18,
              44.05
            ],
            [
              -99.19,
              44.01
            ],
            [
              -99.22,
              43.98
            ],
            [
              -99.3,
              43.98
            ],
            [
              -99.32,
              43.99
            ],
            [
              -99.34,
              43.98
            ],
            [
              -99.37,
              43.94
            ],
            [
              -99.4,
              43.93
            ],
            [
              -99.44,
              43.97
            ],
            [
              -99.44,
              44.0
            ],
            [
              -99.43,
              44.01
            ],
            [
              -99.35,
              44.01
            ],
            [
              -99.31,
              44.06
            ],
            [
              -99.3,
              44.06
            ],
            [
              -99.27,
              44.09
            ],
            [
              -99.24,
              44.1
            ],
            [
              -99.18,
              44.16
            ],
            [
              -99.18,
              44.17
            ],
            [
              -99.2,
              44.19
            ],
            [
              -99.2,
              44.21
            ],
            [
              -99.18,
              44.23
            ],
            [
              -99.18,
              44.24
            ],
            [
              -99.25,
              44.31
            ],
            [
              -99.26,
              44.33
            ],
            [
              -99.26,
              44.38
            ],
            [
              -99.24,
              44.4
            ]
          ]
        ]
      },
      "raw_probability": 0.1127,
      "confidence_lo": 0.0016,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "61f71b2dfeab915b69c4f6c5ae95c79d917e29161a910209a363d2ed1dd86281",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.1127,
        "probability": 0.001976,
        "confidence_lo": 0.001577,
        "confidence_hi": 0.001977,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d903aab846fd21465cd6dce332b82c912becc812f3e280f36b1049074cadbcb8",
        "signature": {
          "alg": "ed25519",
          "sig": "48786d88d3036b9c8bf73da4ea090ad6792dbaa15980b23bc1ecf2dc4401d7cb6cdf7c7c196a0b833056f3813a37cbb8eba2169cb5d8a0441e42e0d0f3bfb30c"
        }
      },
      "receipt_sha256": "d903aab846fd21465cd6dce332b82c912becc812f3e280f36b1049074cadbcb8"
    },
    {
      "storm_id": "234793",
      "lat": 47.85,
      "lon": -101.0543,
      "motion_east": 4.3,
      "motion_south": 0.1,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 233.0,
      "ebshear": 24.0,
      "srh01": 74.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 74.0
        },
        {
          "name": "hrrr_pwat",
          "value": 23.9825
        },
        {
          "name": "alignment",
          "value": 1.2473
        },
        {
          "name": "tau",
          "value": 0.6163
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1118
      },
      "coherence_score": 0.6163079738616943,
      "coherence_diagnostics": {
        "tau": 0.6163079738616943,
        "grad_tau": 0.20287980139255524,
        "torsion": 0.0,
        "alignment": 1.2473188638687134,
        "S_field": 0.23810812830924988,
        "Gamma_field": 0.1547774225473404,
        "S_over_Gamma": 1.5383905172348022,
        "Da": 9.175697326660156,
        "E_coh": 0.37581780552864075,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -101.04,
              47.88
            ],
            [
              -101.03,
              47.87
            ],
            [
              -101.03,
              47.81
            ],
            [
              -101.07,
              47.81
            ],
            [
              -101.09,
              47.83
            ],
            [
              -101.08,
              47.87
            ],
            [
              -101.04,
              47.88
            ]
          ]
        ]
      },
      "raw_probability": 0.1118,
      "confidence_lo": 0.0016,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "e9ac4b2f5440a3c303f74f75b06b05eeb8fef66f79fc0ef4b85a20d6d6b9ba14",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.1118,
        "probability": 0.001939,
        "confidence_lo": 0.001577,
        "confidence_hi": 0.00194,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e38bdfe344bb8fac594eb1aa93464b890b15765896a7ca7dbb09925e20ba27b1",
        "signature": {
          "alg": "ed25519",
          "sig": "4c238ed03ed1fffc3e182afadb912058e5687b6a4622c3acb5edf0f13f3fd79c41d7780c98cc92adad194b5b2725cbfc172cdc356ffc839a4cff0327b0f5c402"
        }
      },
      "receipt_sha256": "e38bdfe344bb8fac594eb1aa93464b890b15765896a7ca7dbb09925e20ba27b1"
    },
    {
      "storm_id": "234534",
      "lat": 40.9829,
      "lon": -102.8171,
      "motion_east": 8.1,
      "motion_south": -5.0,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 828.0,
      "ebshear": 40.0,
      "srh01": 51.0,
      "maxllaz": 0.003,
      "mesh": 0.08,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 51.0
        },
        {
          "name": "hrrr_pwat",
          "value": 23.7325
        },
        {
          "name": "alignment",
          "value": 1.6246
        },
        {
          "name": "tau",
          "value": 0.5342
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1113
      },
      "coherence_score": 0.5341501832008362,
      "coherence_diagnostics": {
        "tau": 0.5341501832008362,
        "grad_tau": 0.040901053696870804,
        "torsion": 0.0,
        "alignment": 1.6245851516723633,
        "S_field": 0.16775096952915192,
        "Gamma_field": 0.21644409000873566,
        "S_over_Gamma": 0.7750313878059387,
        "Da": 12.955138206481934,
        "E_coh": 0.4928482472896576,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -102.8,
              41.05
            ],
            [
              -102.76,
              41.05
            ],
            [
              -102.73,
              41.03
            ],
            [
              -102.72,
              41.01
            ],
            [
              -102.73,
              41.0
            ],
            [
              -102.73,
              40.97
            ],
            [
              -102.74,
              40.96
            ],
            [
              -102.76,
              40.96
            ],
            [
              -102.79,
              40.94
            ],
            [
              -102.81,
              40.94
            ],
            [
              -102.82,
              40.93
            ],
            [
              -102.84,
              40.93
            ],
            [
              -102.88,
              40.91
            ],
            [
              -102.91,
              40.91
            ],
            [
              -102.94,
              40.93
            ],
            [
              -102.93,
              40.98
            ],
            [
              -102.9,
              41.01
            ],
            [
              -102.89,
              41.01
            ],
            [
              -102.87,
              41.03
            ],
            [
              -102.81,
              41.04
            ],
            [
              -102.8,
              41.05
            ]
          ]
        ]
      },
      "raw_probability": 0.1113,
      "confidence_lo": 0.0016,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "0781957081debc6f14bd9c46fd19e5fc26b1947171e72f5b4e8bdc150bf0eaf1",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.1113,
        "probability": 0.001939,
        "confidence_lo": 0.001577,
        "confidence_hi": 0.00194,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "19b7c4da6a4c70ce8d0af08751f35b8fc289881c8e7b6d51bc65abba66241834",
        "signature": {
          "alg": "ed25519",
          "sig": "650ea3b15c111004fcef108dbe551b390485dcd49a24257436e0d33a029e5602c14d10579143b2b564436cd21fa02e3cc43940c68785f591af3d2d56aa32e802"
        }
      },
      "receipt_sha256": "19b7c4da6a4c70ce8d0af08751f35b8fc289881c8e7b6d51bc65abba66241834"
    },
    {
      "storm_id": "234915",
      "lat": 44.856,
      "lon": -101.055,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 161.0,
      "ebshear": 38.0,
      "srh01": 72.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 72.0
        },
        {
          "name": "hrrr_pwat",
          "value": 27.7325
        },
        {
          "name": "alignment",
          "value": 2.3368
        },
        {
          "name": "tau",
          "value": 0.7232
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1095
      },
      "coherence_score": 0.7232157588005066,
      "coherence_diagnostics": {
        "tau": 0.7232157588005066,
        "grad_tau": 0.06850965321063995,
        "torsion": 0.0,
        "alignment": 2.336759328842163,
        "S_field": 0.1578679233789444,
        "Gamma_field": 0.16727742552757263,
        "S_over_Gamma": 0.9437491297721863,
        "Da": 10.049456596374512,
        "E_coh": 0.387954980134964,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -101.07,
              44.89
            ],
            [
              -101.02,
              44.89
            ],
            [
              -101.0,
              44.87
            ],
            [
              -101.0,
              44.83
            ],
            [
              -101.02,
              44.81
            ],
            [
              -101.08,
              44.81
            ],
            [
              -101.1,
              44.83
            ],
            [
              -101.1,
              44.86
            ],
            [
              -101.09,
              44.88
            ],
            [
              -101.07,
              44.89
            ]
          ]
        ]
      },
      "raw_probability": 0.1095,
      "confidence_lo": 0.0016,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "b8b65822c6117f7e7e9a5a6ee45788b5eec62fd36b88edb6426bd397d8685da6",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.1095,
        "probability": 0.00192,
        "confidence_lo": 0.001577,
        "confidence_hi": 0.001921,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "45ed8d3d11fab217c56105b1238a029f065e7354177e56eb24241e96ddb5893c",
        "signature": {
          "alg": "ed25519",
          "sig": "fe7abd012c7a07300547fb6d33f30c74d9a82bf8c7bfc2ecabfad7f7684122ffb63c0b9713e80d7c4f5ab9f993a625335357e7b13c31074b86c19aebaa15b207"
        }
      },
      "receipt_sha256": "45ed8d3d11fab217c56105b1238a029f065e7354177e56eb24241e96ddb5893c"
    },
    {
      "storm_id": "234835",
      "lat": 44.9743,
      "lon": -100.6243,
      "motion_east": 6.0,
      "motion_south": 0.0,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 168.0,
      "ebshear": 39.0,
      "srh01": 68.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 68.0
        },
        {
          "name": "hrrr_pwat",
          "value": 27.7325
        },
        {
          "name": "alignment",
          "value": 2.3368
        },
        {
          "name": "tau",
          "value": 0.7232
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1091
      },
      "coherence_score": 0.7232157588005066,
      "coherence_diagnostics": {
        "tau": 0.7232157588005066,
        "grad_tau": 0.06850965321063995,
        "torsion": 0.0,
        "alignment": 2.336759328842163,
        "S_field": 0.1578679233789444,
        "Gamma_field": 0.16727742552757263,
        "S_over_Gamma": 0.9437491297721863,
        "Da": 10.049456596374512,
        "E_coh": 0.387954980134964,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -100.63,
              45.0
            ],
            [
              -100.59,
              45.0
            ],
            [
              -100.58,
              44.94
            ],
            [
              -100.64,
              44.94
            ],
            [
              -100.65,
              44.95
            ],
            [
              -100.65,
              44.99
            ],
            [
              -100.63,
              45.0
            ]
          ]
        ]
      },
      "raw_probability": 0.1091,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "a26fea5a06ea3a170f10022d66ec3bd5a7c58f387e3279f4576b227f4fa87825",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.1091,
        "probability": 0.00192,
        "confidence_lo": 0.001113,
        "confidence_hi": 0.001921,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e6847916eaac33cbb9d19655c76259303b2c4bfb79265a180f4b1e732beeb3eb",
        "signature": {
          "alg": "ed25519",
          "sig": "5bea0eb664a4ce93cd75054d4f106a09d9a3da6ab75fc6c55531f1c01be039fde4d274b67256d35a5bfc90b6ef0d842d54e1441f29880a11b9fc79148f490708"
        }
      },
      "receipt_sha256": "e6847916eaac33cbb9d19655c76259303b2c4bfb79265a180f4b1e732beeb3eb"
    },
    {
      "storm_id": "234979",
      "lat": 44.4721,
      "lon": -99.6464,
      "motion_east": 5.6,
      "motion_south": 1.3,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 599.0,
      "ebshear": 60.0,
      "srh01": 144.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 144.0
        },
        {
          "name": "hrrr_pwat",
          "value": 28.8575
        },
        {
          "name": "alignment",
          "value": 2.143
        },
        {
          "name": "tau",
          "value": 0.6644
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.109
      },
      "coherence_score": 0.6643849611282349,
      "coherence_diagnostics": {
        "tau": 0.6643849611282349,
        "grad_tau": 0.02080937661230564,
        "torsion": 0.0,
        "alignment": 2.142954111099243,
        "S_field": 0.2306060492992401,
        "Gamma_field": 0.7647774815559387,
        "S_over_Gamma": 0.3015335202217102,
        "Da": 46.12409591674805,
        "E_coh": 0.06729947775602341,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -99.71,
              44.52
            ],
            [
              -99.63,
              44.52
            ],
            [
              -99.62,
              44.51
            ],
            [
              -99.58,
              44.5
            ],
            [
              -99.56,
              44.47
            ],
            [
              -99.56,
              44.43
            ],
            [
              -99.6,
              44.42
            ],
            [
              -99.61,
              44.43
            ],
            [
              -99.64,
              44.43
            ],
            [
              -99.65,
              44.44
            ],
            [
              -99.72,
              44.45
            ],
            [
              -99.73,
              44.47
            ],
            [
              -99.73,
              44.5
            ],
            [
              -99.71,
              44.52
            ]
          ]
        ]
      },
      "raw_probability": 0.109,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "7e15b89be36de4665621906a79c11c7842522674959472ca30bfb2cd728779bd",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.109,
        "probability": 0.00192,
        "confidence_lo": 0.001113,
        "confidence_hi": 0.001921,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9e48c510b6a044a27303e3423cb539a16e9cb8489843600b2a5cbdd303bfe855",
        "signature": {
          "alg": "ed25519",
          "sig": "8f21ed4ce16f862ff724eb8e3523686e128119945fd973ba7807f99286b8dbcdfb952eefa13c6859a16e7bc984516fa1e24fda1ce6cf3829c04dca266c8d2f00"
        }
      },
      "receipt_sha256": "9e48c510b6a044a27303e3423cb539a16e9cb8489843600b2a5cbdd303bfe855"
    },
    {
      "storm_id": "234503",
      "lat": 44.2744,
      "lon": -101.5756,
      "motion_east": 5.9,
      "motion_south": 1.8,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 358.0,
      "ebshear": 43.0,
      "srh01": 87.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 87.0
        },
        {
          "name": "hrrr_pwat",
          "value": 28.8575
        },
        {
          "name": "alignment",
          "value": -2.0875
        },
        {
          "name": "tau",
          "value": 0.6101
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1089
      },
      "coherence_score": 0.6101178526878357,
      "coherence_diagnostics": {
        "tau": 0.6101178526878357,
        "grad_tau": 0.10335846990346909,
        "torsion": 0.0,
        "alignment": -2.08750581741333,
        "S_field": 0.20371422171592712,
        "Gamma_field": 0.5631107687950134,
        "S_over_Gamma": 0.3617658019065857,
        "Da": 34.75301742553711,
        "E_coh": 0.6569271087646484,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -101.58,
              44.32
            ],
            [
              -101.55,
              44.32
            ],
            [
              -101.54,
              44.31
            ],
            [
              -101.55,
              44.23
            ],
            [
              -101.56,
              44.22
            ],
            [
              -101.58,
              44.22
            ],
            [
              -101.62,
              44.25
            ],
            [
              -101.62,
              44.28
            ],
            [
              -101.58,
              44.32
            ]
          ]
        ]
      },
      "raw_probability": 0.1089,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "aa6d1e2980aea44108c921ab3c5a7e077b3181fd63f61feaf8547c213be1b4a5",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.1089,
        "probability": 0.00192,
        "confidence_lo": 0.001113,
        "confidence_hi": 0.001921,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "85182dda078e397846dbb9c7b0a56e8b6f833c754a5e0f18f2e69591b688175a",
        "signature": {
          "alg": "ed25519",
          "sig": "33f20fbf2c277aad2c4c5aeae3fa199e57f561298d3165db6e1a3e584e6945d21312bfee9f0c4fc5aea535cd009e3b2bc7c2804fb2462d03368249417935d402"
        }
      },
      "receipt_sha256": "85182dda078e397846dbb9c7b0a56e8b6f833c754a5e0f18f2e69591b688175a"
    },
    {
      "storm_id": "234937",
      "lat": 44.5493,
      "lon": -98.7936,
      "motion_east": 5.8,
      "motion_south": 1.6,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 112.0,
      "ebshear": 39.0,
      "srh01": 94.0,
      "maxllaz": 0.006,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 94.0
        },
        {
          "name": "hrrr_pwat",
          "value": 30.9825
        },
        {
          "name": "alignment",
          "value": -1.5354
        },
        {
          "name": "tau",
          "value": 0.6863
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1074
      },
      "coherence_score": 0.6863355040550232,
      "coherence_diagnostics": {
        "tau": 0.6863355040550232,
        "grad_tau": 0.048630572855472565,
        "torsion": 0.0,
        "alignment": -1.5354409217834473,
        "S_field": 0.15325750410556793,
        "Gamma_field": 0.4789440929889679,
        "S_over_Gamma": 0.3199903964996338,
        "Da": 29.097322463989258,
        "E_coh": 0.051316551864147186,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -98.79,
              44.59
            ],
            [
              -98.71,
              44.58
            ],
            [
              -98.71,
              44.52
            ],
            [
              -98.73,
              44.51
            ],
            [
              -98.76,
              44.51
            ],
            [
              -98.77,
              44.52
            ],
            [
              -98.82,
              44.52
            ],
            [
              -98.83,
              44.53
            ],
            [
              -98.86,
              44.53
            ],
            [
              -98.86,
              44.56
            ],
            [
              -98.85,
              44.57
            ],
            [
              -98.83,
              44.58
            ],
            [
              -98.8,
              44.58
            ],
            [
              -98.79,
              44.59
            ]
          ]
        ]
      },
      "raw_probability": 0.1074,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0012,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "988cfd8c1776a6170de238bfc09be97dd9cfa0145de952a6271015f525636b83",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.1074,
        "probability": 0.001181,
        "confidence_lo": 0.001113,
        "confidence_hi": 0.001181,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b212929d87748e5db8315cec9a6b00b39c4e59fbb5e9d2424e829cff27bc9db7",
        "signature": {
          "alg": "ed25519",
          "sig": "47b314e661a4b0af2b1373dc8b5ea21bcb6e0f75dce3bf35ec3e03d0feb513865a5c714a1c1f8d18a1f0521f7e75fa48c6cc2332c0e8873bcf32217556e41e0c"
        }
      },
      "receipt_sha256": "b212929d87748e5db8315cec9a6b00b39c4e59fbb5e9d2424e829cff27bc9db7"
    },
    {
      "storm_id": "233456",
      "lat": 48.0777,
      "lon": -117.9445,
      "motion_east": 0.9,
      "motion_south": -5.0,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 312.0,
      "ebshear": 38.0,
      "srh01": 78.0,
      "maxllaz": 0.002,
      "mesh": 0.17,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 78.0
        },
        {
          "name": "hrrr_pwat",
          "value": 25.7325
        },
        {
          "name": "alignment",
          "value": -3.3473
        },
        {
          "name": "tau",
          "value": 0.1357
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1072
      },
      "coherence_score": 0.1356874704360962,
      "coherence_diagnostics": {
        "tau": 0.1356874704360962,
        "grad_tau": 0.11211156845092773,
        "torsion": 0.0,
        "alignment": -3.347264289855957,
        "S_field": 0.04069020599126816,
        "Gamma_field": 0.15644408762454987,
        "S_over_Gamma": 0.26009422540664673,
        "Da": 9.486567497253418,
        "E_coh": 0.26553839445114136,
        "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": 6,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -118.04,
              48.15
            ],
            [
              -118.02,
              48.15
            ],
            [
              -118.01,
              48.14
            ],
            [
              -117.99,
              48.14
            ],
            [
              -117.98,
              48.13
            ],
            [
              -117.96,
              48.13
            ],
            [
              -117.92,
              48.11
            ],
            [
              -117.88,
              48.11
            ],
            [
              -117.78,
              48.06
            ],
            [
              -117.77,
              48.05
            ],
            [
              -117.77,
              48.01
            ],
            [
              -117.8,
              47.98
            ],
            [
              -117.84,
              47.98
            ],
            [
              -117.89,
              48.01
            ],
            [
              -117.92,
              48.01
            ],
            [
              -117.96,
              48.03
            ],
            [
              -117.98,
              48.05
            ],
            [
              -118.03,
              48.05
            ],
            [
              -118.05,
              48.06
            ],
            [
              -118.07,
              48.08
            ],
            [
              -118.08,
              48.13
            ],
            [
              -118.04,
              48.15
            ]
          ]
        ]
      },
      "raw_probability": 0.1072,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0012,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "98a8635c7b370bd7f9c4f657cecfe1c14a20ca5d778003f5da06f548b5f417b8",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.1072,
        "probability": 0.001181,
        "confidence_lo": 0.001113,
        "confidence_hi": 0.001181,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6688f2b52a6f6f9e975a8de2b8d8e518c4f31bf12f0868a6a5f78e1e7fc63d8c",
        "signature": {
          "alg": "ed25519",
          "sig": "294db4721487e03469bf2d1acd7d83ad43628360107982ea93bc9b7ac041127a589562568e190ed93b58e503d417778ebb865ee16d1b624c6c13b8887e419f0c"
        }
      },
      "receipt_sha256": "6688f2b52a6f6f9e975a8de2b8d8e518c4f31bf12f0868a6a5f78e1e7fc63d8c"
    },
    {
      "storm_id": "234711",
      "lat": 32.8071,
      "lon": -110.3971,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 944.0,
      "ebshear": 14.0,
      "srh01": 9.0,
      "maxllaz": 0.002,
      "mesh": 0.07,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 9.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.4825
        },
        {
          "name": "alignment",
          "value": -6.3076
        },
        {
          "name": "tau",
          "value": 0.5592
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1072
      },
      "coherence_score": 0.5591620802879333,
      "coherence_diagnostics": {
        "tau": 0.5591620802879333,
        "grad_tau": 0.03014078550040722,
        "torsion": 0.0,
        "alignment": -6.3075761795043945,
        "S_field": 0.09476162493228912,
        "Gamma_field": 0.3164440989494324,
        "S_over_Gamma": 0.29945769906044006,
        "Da": 20.659433364868164,
        "E_coh": 0.9007914066314697,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -110.42,
              32.86
            ],
            [
              -110.37,
              32.86
            ],
            [
              -110.36,
              32.78
            ],
            [
              -110.38,
              32.76
            ],
            [
              -110.41,
              32.76
            ],
            [
              -110.42,
              32.77
            ],
            [
              -110.42,
              32.86
            ]
          ]
        ]
      },
      "raw_probability": 0.1072,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0012,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "98a8635c7b370bd7f9c4f657cecfe1c14a20ca5d778003f5da06f548b5f417b8",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.1072,
        "probability": 0.001181,
        "confidence_lo": 0.001113,
        "confidence_hi": 0.001181,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6688f2b52a6f6f9e975a8de2b8d8e518c4f31bf12f0868a6a5f78e1e7fc63d8c",
        "signature": {
          "alg": "ed25519",
          "sig": "294db4721487e03469bf2d1acd7d83ad43628360107982ea93bc9b7ac041127a589562568e190ed93b58e503d417778ebb865ee16d1b624c6c13b8887e419f0c"
        }
      },
      "receipt_sha256": "6688f2b52a6f6f9e975a8de2b8d8e518c4f31bf12f0868a6a5f78e1e7fc63d8c"
    },
    {
      "storm_id": "234841",
      "lat": 41.9178,
      "lon": -99.2489,
      "motion_east": 13.5,
      "motion_south": -3.0,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2110.0,
      "ebshear": 52.0,
      "srh01": 40.0,
      "maxllaz": 0.005,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 40.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.2325
        },
        {
          "name": "alignment",
          "value": 0.4526
        },
        {
          "name": "tau",
          "value": 0.7203
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.106
      },
      "coherence_score": 0.7202864289283752,
      "coherence_diagnostics": {
        "tau": 0.7202864289283752,
        "grad_tau": 0.07305431365966797,
        "torsion": 0.0,
        "alignment": 0.45264196395874023,
        "S_field": 0.2839711606502533,
        "Gamma_field": 0.3072774410247803,
        "S_over_Gamma": 0.9241523146629333,
        "Da": 18.325504302978516,
        "E_coh": 0.37150341272354126,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -99.29,
              41.96
            ],
            [
              -99.22,
              41.96
            ],
            [
              -99.2,
              41.94
            ],
            [
              -99.2,
              41.89
            ],
            [
              -99.21,
              41.88
            ],
            [
              -99.26,
              41.88
            ],
            [
              -99.28,
              41.89
            ],
            [
              -99.29,
              41.9
            ],
            [
              -99.29,
              41.96
            ]
          ]
        ]
      },
      "raw_probability": 0.106,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0012,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "e687896ff90fc2c08f0451a8030b347ed0d1bbd9c51b68a714d04a13b4f24c93",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.106,
        "probability": 0.001177,
        "confidence_lo": 0.001113,
        "confidence_hi": 0.001177,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ef4cb017c988b616dca078fd9a50f7be6e4cb0f64c5c72c7472b9e18dc9dba9e",
        "signature": {
          "alg": "ed25519",
          "sig": "54bd6860727ec3b65e0e1b36820b09e81f5dbfe0f08670c7bc53a96893693179ce3c9342b973a6b2e7a60d577a2101a73a64bbed052348e3c32fea50f5fa4405"
        }
      },
      "receipt_sha256": "ef4cb017c988b616dca078fd9a50f7be6e4cb0f64c5c72c7472b9e18dc9dba9e"
    },
    {
      "storm_id": "234855",
      "lat": 47.7911,
      "lon": -118.56,
      "motion_east": 0.3,
      "motion_south": -4.0,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 795.0,
      "ebshear": 43.0,
      "srh01": 118.0,
      "maxllaz": 0.003,
      "mesh": 0.17,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 118.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.2325
        },
        {
          "name": "alignment",
          "value": -0.9937
        },
        {
          "name": "tau",
          "value": 0.2134
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1059
      },
      "coherence_score": 0.21341219544410706,
      "coherence_diagnostics": {
        "tau": 0.21341219544410706,
        "grad_tau": 0.06824669241905212,
        "torsion": 0.0,
        "alignment": -0.9936695694923401,
        "S_field": 0.06277361512184143,
        "Gamma_field": 0.17061075568199158,
        "S_over_Gamma": 0.3679346740245819,
        "Da": 10.56367015838623,
        "E_coh": 0.31767407059669495,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -118.62,
              47.87
            ],
            [
              -118.56,
              47.87
            ],
            [
              -118.54,
              47.86
            ],
            [
              -118.51,
              47.82
            ],
            [
              -118.47,
              47.81
            ],
            [
              -118.45,
              47.79
            ],
            [
              -118.45,
              47.76
            ],
            [
              -118.46,
              47.74
            ],
            [
              -118.5,
              47.7
            ],
            [
              -118.55,
              47.69
            ],
            [
              -118.57,
              47.72
            ],
            [
              -118.57,
              47.74
            ],
            [
              -118.59,
              47.76
            ],
            [
              -118.62,
              47.76
            ],
            [
              -118.67,
              47.8
            ],
            [
              -118.67,
              47.83
            ],
            [
              -118.66,
              47.85
            ],
            [
              -118.62,
              47.87
            ]
          ]
        ]
      },
      "raw_probability": 0.1059,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0012,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "e6de74fb27bb0cf24a304c9e78193aeab5944e49a55d3d2f5535fed341f200b8",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.1059,
        "probability": 0.001177,
        "confidence_lo": 0.001113,
        "confidence_hi": 0.001177,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "aaa50c3a7ca140d2290b938c89102a08d05e1cd249a5c68bbc2555518478c307",
        "signature": {
          "alg": "ed25519",
          "sig": "a6fce2c860214ae39d58290ea0d76ccc3258571dfee58a4abb1cddafbd604ec2006a4ea4d2c4704959f4f2d24d180c18bab7caef316bc4f8b8d12ae80a9bdb05"
        }
      },
      "receipt_sha256": "aaa50c3a7ca140d2290b938c89102a08d05e1cd249a5c68bbc2555518478c307"
    },
    {
      "storm_id": "234673",
      "lat": 44.0733,
      "lon": -102.5317,
      "motion_east": 3.6,
      "motion_south": 0.0,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 431.0,
      "ebshear": 37.0,
      "srh01": 77.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 77.0
        },
        {
          "name": "hrrr_pwat",
          "value": 29.4825
        },
        {
          "name": "alignment",
          "value": 3.7236
        },
        {
          "name": "tau",
          "value": 0.6134
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1056
      },
      "coherence_score": 0.6133872866630554,
      "coherence_diagnostics": {
        "tau": 0.6133872866630554,
        "grad_tau": 0.08306882530450821,
        "torsion": 0.0,
        "alignment": 3.7235803604125977,
        "S_field": 0.41514521837234497,
        "Gamma_field": 0.6106107831001282,
        "S_over_Gamma": 0.6798851490020752,
        "Da": 38.20897674560547,
        "E_coh": 0.32998108863830566,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -102.54,
              44.11
            ],
            [
              -102.49,
              44.11
            ],
            [
              -102.47,
              44.09
            ],
            [
              -102.47,
              44.06
            ],
            [
              -102.51,
              44.03
            ],
            [
              -102.54,
              44.03
            ],
            [
              -102.56,
              44.04
            ],
            [
              -102.57,
              44.05
            ],
            [
              -102.57,
              44.07
            ],
            [
              -102.56,
              44.08
            ],
            [
              -102.56,
              44.1
            ],
            [
              -102.54,
              44.11
            ]
          ]
        ]
      },
      "raw_probability": 0.1056,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0012,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "59f48e8529305c28a4fdd8b7125352cfea792df26a78759fb6ff15bc794bb825",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.1056,
        "probability": 0.001177,
        "confidence_lo": 0.001113,
        "confidence_hi": 0.001177,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6f8a84f6912cf6e5505014c127f17e6629eccda80d5a2712152bc3274431cb17",
        "signature": {
          "alg": "ed25519",
          "sig": "c900266693fb9d526564608d5cab6bf614bbc51fe4e8ac191ad14ca2169824a04b7b89820f82bf27caa3634de83340ca24807844bd78b96e38b33ae405207007"
        }
      },
      "receipt_sha256": "6f8a84f6912cf6e5505014c127f17e6629eccda80d5a2712152bc3274431cb17"
    },
    {
      "storm_id": "234943",
      "lat": 41.9986,
      "lon": -99.085,
      "motion_east": 14.0,
      "motion_south": -3.0,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1823.0,
      "ebshear": 51.0,
      "srh01": 45.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 45.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.2325
        },
        {
          "name": "alignment",
          "value": 0.4526
        },
        {
          "name": "tau",
          "value": 0.7203
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1034
      },
      "coherence_score": 0.7202864289283752,
      "coherence_diagnostics": {
        "tau": 0.7202864289283752,
        "grad_tau": 0.07305431365966797,
        "torsion": 0.0,
        "alignment": 0.45264196395874023,
        "S_field": 0.2839711606502533,
        "Gamma_field": 0.3072774410247803,
        "S_over_Gamma": 0.9241523146629333,
        "Da": 18.325504302978516,
        "E_coh": 0.37150341272354126,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -99.1,
              42.05
            ],
            [
              -99.06,
              42.04
            ],
            [
              -99.06,
              42.03
            ],
            [
              -99.04,
              42.01
            ],
            [
              -99.04,
              41.97
            ],
            [
              -99.06,
              41.96
            ],
            [
              -99.07,
              41.94
            ],
            [
              -99.09,
              41.94
            ],
            [
              -99.09,
              41.95
            ],
            [
              -99.13,
              41.98
            ],
            [
              -99.13,
              42.0
            ],
            [
              -99.11,
              42.02
            ],
            [
              -99.11,
              42.04
            ],
            [
              -99.1,
              42.05
            ]
          ]
        ]
      },
      "raw_probability": 0.1034,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0012,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "b76b7f9e1930f8aa36d178270af107624f7524db0fa9e0843b536318544225e4",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.1034,
        "probability": 0.001177,
        "confidence_lo": 0.001113,
        "confidence_hi": 0.001177,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0f6898f11f6e60fa152596e33edc16499d76706fa6f773691dbf93a62f1ba3f5",
        "signature": {
          "alg": "ed25519",
          "sig": "c88df3c1dc9c541a3afe5c48eee165215d06163fffe84eecf96f884bbfb90f55448bae4722f9e8bc88893af22ef2e538659f87c6c781f2ab044e2182655d6c04"
        }
      },
      "receipt_sha256": "0f6898f11f6e60fa152596e33edc16499d76706fa6f773691dbf93a62f1ba3f5"
    },
    {
      "storm_id": "234923",
      "lat": 42.0589,
      "lon": -97.3764,
      "motion_east": 8.4,
      "motion_south": -7.0,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3342.0,
      "ebshear": 57.0,
      "srh01": 13.0,
      "maxllaz": 0.005,
      "mesh": 0.84,
      "flash_rate": 38.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 13.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.2325
        },
        {
          "name": "alignment",
          "value": 2.4373
        },
        {
          "name": "tau",
          "value": 0.7071
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.102
      },
      "coherence_score": 0.707103431224823,
      "coherence_diagnostics": {
        "tau": 0.707103431224823,
        "grad_tau": 0.12072526663541794,
        "torsion": 0.0,
        "alignment": 2.4373416900634766,
        "S_field": 0.3807032108306885,
        "Gamma_field": 0.7306107878684998,
        "S_over_Gamma": 0.5210752487182617,
        "Da": 44.38431930541992,
        "E_coh": 0.3783446252346039,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -97.07,
              42.34
            ],
            [
              -97.03,
              42.34
            ],
            [
              -97.0,
              42.31
            ],
            [
              -97.01,
              42.25
            ],
            [
              -97.03,
              42.23
            ],
            [
              -97.03,
              42.21
            ],
            [
              -97.01,
              42.19
            ],
            [
              -97.02,
              42.14
            ],
            [
              -97.04,
              42.11
            ],
            [
              -97.04,
              42.04
            ],
            [
              -97.02,
              42.01
            ],
            [
              -97.02,
              41.95
            ],
            [
              -97.04,
              41.91
            ],
            [
              -97.04,
              41.86
            ],
            [
              -97.05,
              41.85
            ],
            [
              -97.1,
              41.86
            ],
            [
              -97.19,
              41.96
            ],
            [
              -97.19,
              41.97
            ],
            [
              -97.21,
              41.98
            ],
            [
              -97.22,
              41.97
            ],
            [
              -97.21,
              41.96
            ],
            [
              -97.22,
              41.94
            ],
            [
              -97.22,
              41.92
            ],
            [
              -97.21,
              41.91
            ],
            [
              -97.21,
              41.85
            ],
            [
              -97.23,
              41.83
            ],
            [
              -97.26,
              41.83
            ],
            [
              -97.29,
              41.86
            ],
            [
              -97.31,
              41.91
            ],
            [
              -97.37,
              41.97
            ],
            [
              -97.38,
              41.97
            ],
            [
              -97.44,
              42.02
            ],
            [
              -97.45,
              42.02
            ],
            [
              -97.47,
              42.04
            ],
            [
              -97.48,
              42.07
            ],
            [
              -97.51,
              42.1
            ],
            [
              -97.54,
              42.1
            ],
            [
              -97.57,
              42.08
            ],
            [
              -97.61,
              42.08
            ],
            [
              -97.63,
              42.06
            ],
            [
              -97.63,
              42.04
            ],
            [
              -97.62,
              42.03
            ],
            [
              -97.62,
              41.99
            ],
            [
              -97.63,
              41.99
            ],
            [
              -97.64,
              41.97
            ],
            [
              -97.65,
              41.97
            ],
            [
              -97.69,
              41.93
            ],
            [
              -97.71,
              41.89
            ],
            [
              -97.77,
              41.83
            ],
            [
              -97.77,
              41.82
            ],
            [
              -97.83,
              41.82
            ],
            [
              -97.88,
              41.86
            ],
            [
              -97.89,
              41.88
            ],
            [
              -97.89,
              42.0
            ],
            [
              -97.86,
              42.04
            ],
            [
              -97.86,
              42.09
            ],
            [
              -97.83,
              42.12
            ],
            [
              -97.79,
              42.13
            ],
            [
              -97.72,
              42.2
            ],
            [
              -97.71,
              42.23
            ],
            [
              -97.69,
              42.25
            ],
            [
              -97.65,
              42.25
            ],
            [
              -97.62,
              42.23
            ],
            [
              -97.54,
              42.24
            ],
            [
              -97.52,
              42.22
            ],
            [
              -97.53,
              42.19
            ],
            [
              -97.51,
              42.17
            ],
            [
              -97.47,
              42.17
            ],
            [
              -97.46,
              42.18
            ],
            [
              -97.4,
              42.17
            ],
            [
              -97.33,
              42.13
            ],
            [
              -97.27,
              42.08
            ],
            [
              -97.26,
              42.08
            ],
            [
              -97.25,
              42.07
            ],
            [
              -97.25,
              42.05
            ],
            [
              -97.23,
              42.03
            ],
            [
              -97.21,
              42.03
            ],
            [
              -97.2,
              42.04
            ],
            [
              -97.2,
              42.06
            ],
            [
              -97.21,
              42.07
            ],
            [
              -97.21,
              42.11
            ],
            [
              -97.2,
              42.12
            ],
            [
              -97.2,
              42.15
            ],
            [
              -97.19,
              42.16
            ],
            [
              -97.19,
              42.24
            ],
            [
              -97.16,
              42.26
            ],
            [
              -97.14,
              42.26
            ],
            [
              -97.07,
              42.34
            ]
          ]
        ]
      },
      "raw_probability": 0.102,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0012,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "af585c40522f83b849bcb488f2ad453e4be69b82e6ef8f8240c5df537683ef9b",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.102,
        "probability": 0.001177,
        "confidence_lo": 0.001113,
        "confidence_hi": 0.001177,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5247910afd94db121ebdb411d47fd538800ca78853116d332e9e188f57f9f52f",
        "signature": {
          "alg": "ed25519",
          "sig": "18e59a440dca0ef9d21bb12704f9988861a5dae9b49c21f719f8f1b0f62298e3097204f882687c8e12ab04afbcbb3e23b371c6d4fc26329dd986a086c3bef107"
        }
      },
      "receipt_sha256": "5247910afd94db121ebdb411d47fd538800ca78853116d332e9e188f57f9f52f"
    },
    {
      "storm_id": "234938",
      "lat": 43.9487,
      "lon": -94.8787,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 745.0,
      "ebshear": 63.0,
      "srh01": 0.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.1075
        },
        {
          "name": "alignment",
          "value": -1.391
        },
        {
          "name": "tau",
          "value": 0.9532
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1009
      },
      "coherence_score": 0.953213632106781,
      "coherence_diagnostics": {
        "tau": 0.953213632106781,
        "grad_tau": 0.17182503640651703,
        "torsion": 0.0,
        "alignment": -1.3910434246063232,
        "S_field": 0.3924006223678589,
        "Gamma_field": 0.3489440977573395,
        "S_over_Gamma": 1.1245372295379639,
        "Da": 21.88042449951172,
        "E_coh": 0.8391340374946594,
        "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": [
          [
            [
              -94.88,
              43.99
            ],
            [
              -94.84,
              43.96
            ],
            [
              -94.84,
              43.92
            ],
            [
              -94.86,
              43.91
            ],
            [
              -94.89,
              43.91
            ],
            [
              -94.92,
              43.94
            ],
            [
              -94.92,
              43.97
            ],
            [
              -94.88,
              43.99
            ]
          ]
        ]
      },
      "raw_probability": 0.1009,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0012,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "bfb6756202c27bf4fcced95cd5d26b701eeac85dfda77ad14b3e38053f0ae34d",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.1009,
        "probability": 0.001177,
        "confidence_lo": 0.001113,
        "confidence_hi": 0.001177,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "60beb96d9977c5773994be4292daafaab7a579cfe5dcbe414c51acadbdbf910e",
        "signature": {
          "alg": "ed25519",
          "sig": "bdae8b5cabac52f1db9c5ab4ce9733c997c87561d4fd261b3daf43f9d4e74304a5b95a7bb57093c97a5a651796bb7739ea933a0ac61e8aeb47e47ae170f9e106"
        }
      },
      "receipt_sha256": "60beb96d9977c5773994be4292daafaab7a579cfe5dcbe414c51acadbdbf910e"
    },
    {
      "storm_id": "234799",
      "lat": 44.265,
      "lon": -102.4613,
      "motion_east": 3.4,
      "motion_south": 0.1,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 276.0,
      "ebshear": 33.0,
      "srh01": 66.0,
      "maxllaz": 0.002,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 66.0
        },
        {
          "name": "hrrr_pwat",
          "value": 29.4825
        },
        {
          "name": "alignment",
          "value": 3.7236
        },
        {
          "name": "tau",
          "value": 0.6134
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0996
      },
      "coherence_score": 0.6133872866630554,
      "coherence_diagnostics": {
        "tau": 0.6133872866630554,
        "grad_tau": 0.08306882530450821,
        "torsion": 0.0,
        "alignment": 3.7235803604125977,
        "S_field": 0.41514521837234497,
        "Gamma_field": 0.6106107831001282,
        "S_over_Gamma": 0.6798851490020752,
        "Da": 38.20897674560547,
        "E_coh": 0.32998108863830566,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -102.48,
              44.3
            ],
            [
              -102.43,
              44.3
            ],
            [
              -102.41,
              44.28
            ],
            [
              -102.41,
              44.23
            ],
            [
              -102.46,
              44.2
            ],
            [
              -102.51,
              44.24
            ],
            [
              -102.51,
              44.27
            ],
            [
              -102.48,
              44.3
            ]
          ]
        ]
      },
      "raw_probability": 0.0996,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0012,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "4301a339a355775ddaea60c61e3b72d3f6b109f7af375adac8daa1794d194a61",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.0996,
        "probability": 0.001177,
        "confidence_lo": 0.001113,
        "confidence_hi": 0.001177,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "071b03dee8ad18e74e55fcca2d745f1ba4936f7b09a0e3eb7ba2d2d43b9cae9a",
        "signature": {
          "alg": "ed25519",
          "sig": "d415073eccf84cfd50bb4a77f10b321539a3cf2bd43971b3ac9bd0154609b8a777160303c73b1c55197d7b4784441b4f4e500de30108f473a26531209bf54206"
        }
      },
      "receipt_sha256": "071b03dee8ad18e74e55fcca2d745f1ba4936f7b09a0e3eb7ba2d2d43b9cae9a"
    },
    {
      "storm_id": "234957",
      "lat": 46.3314,
      "lon": -71.1757,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 131.0,
      "ebshear": 11.0,
      "srh01": 81.0,
      "maxllaz": 0.001,
      "mesh": 0.23,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 81.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.6075
        },
        {
          "name": "alignment",
          "value": -2.4229
        },
        {
          "name": "tau",
          "value": 0.6693
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0996
      },
      "coherence_score": 0.6693411469459534,
      "coherence_diagnostics": {
        "tau": 0.6693411469459534,
        "grad_tau": 0.11461330950260162,
        "torsion": 0.0,
        "alignment": -2.422898769378662,
        "S_field": 0.13377022743225098,
        "Gamma_field": 0.1806107610464096,
        "S_over_Gamma": 0.7406548261642456,
        "Da": 10.686582565307617,
        "E_coh": 0.494833767414093,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -71.24,
              46.38
            ],
            [
              -71.23,
              46.37
            ],
            [
              -71.14,
              46.37
            ],
            [
              -71.13,
              46.38
            ],
            [
              -71.11,
              46.38
            ],
            [
              -71.11,
              46.35
            ],
            [
              -71.13,
              46.33
            ],
            [
              -71.13,
              46.28
            ],
            [
              -71.15,
              46.29
            ],
            [
              -71.19,
              46.28
            ],
            [
              -71.2,
              46.27
            ],
            [
              -71.22,
              46.28
            ],
            [
              -71.24,
              46.3
            ],
            [
              -71.24,
              46.38
            ]
          ]
        ]
      },
      "raw_probability": 0.0996,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0012,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "4301a339a355775ddaea60c61e3b72d3f6b109f7af375adac8daa1794d194a61",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.0996,
        "probability": 0.001177,
        "confidence_lo": 0.001113,
        "confidence_hi": 0.001177,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "071b03dee8ad18e74e55fcca2d745f1ba4936f7b09a0e3eb7ba2d2d43b9cae9a",
        "signature": {
          "alg": "ed25519",
          "sig": "d415073eccf84cfd50bb4a77f10b321539a3cf2bd43971b3ac9bd0154609b8a777160303c73b1c55197d7b4784441b4f4e500de30108f473a26531209bf54206"
        }
      },
      "receipt_sha256": "071b03dee8ad18e74e55fcca2d745f1ba4936f7b09a0e3eb7ba2d2d43b9cae9a"
    },
    {
      "storm_id": "234583",
      "lat": 44.798,
      "lon": -99.718,
      "motion_east": 5.5,
      "motion_south": 0.5,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 98.0,
      "ebshear": 42.0,
      "srh01": 76.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 76.0
        },
        {
          "name": "hrrr_pwat",
          "value": 28.8575
        },
        {
          "name": "alignment",
          "value": 2.143
        },
        {
          "name": "tau",
          "value": 0.6644
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0975
      },
      "coherence_score": 0.6643849611282349,
      "coherence_diagnostics": {
        "tau": 0.6643849611282349,
        "grad_tau": 0.02080937661230564,
        "torsion": 0.0,
        "alignment": 2.142954111099243,
        "S_field": 0.2306060492992401,
        "Gamma_field": 0.7647774815559387,
        "S_over_Gamma": 0.3015335202217102,
        "Da": 46.12409591674805,
        "E_coh": 0.06729947775602341,
        "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": [
          [
            [
              -99.7,
              44.85
            ],
            [
              -99.63,
              44.85
            ],
            [
              -99.63,
              44.82
            ],
            [
              -99.65,
              44.82
            ],
            [
              -99.67,
              44.79
            ],
            [
              -99.73,
              44.79
            ],
            [
              -99.75,
              44.77
            ],
            [
              -99.75,
              44.76
            ],
            [
              -99.77,
              44.76
            ],
            [
              -99.78,
              44.75
            ],
            [
              -99.78,
              44.77
            ],
            [
              -99.77,
              44.77
            ],
            [
              -99.74,
              44.81
            ],
            [
              -99.72,
              44.81
            ],
            [
              -99.7,
              44.85
            ]
          ]
        ]
      },
      "raw_probability": 0.0975,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0012,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "6a543c9f51429c65a023db400156b6c960211193a2e1cc8761b356c8a94a2a9b",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.0975,
        "probability": 0.001177,
        "confidence_lo": 0.001113,
        "confidence_hi": 0.001177,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6a6e7e14cf800efb77d8aabe50138ebe01cbfad047ba0052b7749bebee8836e3",
        "signature": {
          "alg": "ed25519",
          "sig": "10c93a392647fb994b98b1019f7b9603e9bc993ffd3ac8cc0b1ea576d05a8700d0aab25a202465726080e4b9911a3848134a9bed01f7e51082fd24539a23270a"
        }
      },
      "receipt_sha256": "6a6e7e14cf800efb77d8aabe50138ebe01cbfad047ba0052b7749bebee8836e3"
    },
    {
      "storm_id": "234151",
      "lat": 37.0243,
      "lon": -114.341,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 899.0,
      "ebshear": 20.0,
      "srh01": 37.0,
      "maxllaz": 0.003,
      "mesh": 0.66,
      "flash_rate": 7.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 37.0
        },
        {
          "name": "hrrr_pwat",
          "value": 29.6075
        },
        {
          "name": "alignment",
          "value": -3.3629
        },
        {
          "name": "tau",
          "value": 0.3326
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0967
      },
      "coherence_score": 0.33262574672698975,
      "coherence_diagnostics": {
        "tau": 0.33262574672698975,
        "grad_tau": 0.04307597130537033,
        "torsion": 0.0,
        "alignment": -3.362931966781616,
        "S_field": 0.17797505855560303,
        "Gamma_field": 0.8606107831001282,
        "S_over_Gamma": 0.20680086314678192,
        "Da": 55.61263656616211,
        "E_coh": 0.33858153223991394,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -114.35,
              37.13
            ],
            [
              -114.29,
              37.13
            ],
            [
              -114.27,
              37.12
            ],
            [
              -114.25,
              37.1
            ],
            [
              -114.25,
              37.05
            ],
            [
              -114.29,
              37.0
            ],
            [
              -114.29,
              36.98
            ],
            [
              -114.31,
              36.94
            ],
            [
              -114.32,
              36.93
            ],
            [
              -114.35,
              36.93
            ],
            [
              -114.36,
              36.92
            ],
            [
              -114.36,
              36.93
            ],
            [
              -114.38,
              36.94
            ],
            [
              -114.39,
              36.96
            ],
            [
              -114.38,
              36.97
            ],
            [
              -114.38,
              36.99
            ],
            [
              -114.41,
              37.04
            ],
            [
              -114.42,
              37.09
            ],
            [
              -114.4,
              37.11
            ],
            [
              -114.36,
              37.12
            ],
            [
              -114.35,
              37.13
            ]
          ]
        ]
      },
      "raw_probability": 0.0967,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0012,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "a86ea96a14c0cf26c4aa570ad2e2a7596669f20d9c73313607a478786e02e850",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.0967,
        "probability": 0.001177,
        "confidence_lo": 0.001113,
        "confidence_hi": 0.001177,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9ce61a839ad95dbedcc1e523af79fcf5ea294be67adc396e93f3e203507a49be",
        "signature": {
          "alg": "ed25519",
          "sig": "a58c71eafe692c4f8c62f3aa56538e27f74637c1235eaa8dc1bc9574144b0c89235e0484a89cf04d878b546dd890504d06b47d27e2f3b5408474f408494b9a0e"
        }
      },
      "receipt_sha256": "9ce61a839ad95dbedcc1e523af79fcf5ea294be67adc396e93f3e203507a49be"
    },
    {
      "storm_id": "234795",
      "lat": 44.9581,
      "lon": -100.3262,
      "motion_east": 5.9,
      "motion_south": -1.0,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 239.0,
      "ebshear": 40.0,
      "srh01": 79.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 79.0
        },
        {
          "name": "hrrr_pwat",
          "value": 28.8575
        },
        {
          "name": "alignment",
          "value": 2.143
        },
        {
          "name": "tau",
          "value": 0.6644
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0951
      },
      "coherence_score": 0.6643849611282349,
      "coherence_diagnostics": {
        "tau": 0.6643849611282349,
        "grad_tau": 0.02080937661230564,
        "torsion": 0.0,
        "alignment": 2.142954111099243,
        "S_field": 0.2306060492992401,
        "Gamma_field": 0.7647774815559387,
        "S_over_Gamma": 0.3015335202217102,
        "Da": 46.12409591674805,
        "E_coh": 0.06729947775602341,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -100.37,
              45.03
            ],
            [
              -100.3,
              45.03
            ],
            [
              -100.28,
              45.01
            ],
            [
              -100.29,
              45.0
            ],
            [
              -100.28,
              44.99
            ],
            [
              -100.25,
              44.98
            ],
            [
              -100.21,
              44.95
            ],
            [
              -100.22,
              44.93
            ],
            [
              -100.22,
              44.9
            ],
            [
              -100.24,
              44.88
            ],
            [
              -100.28,
              44.87
            ],
            [
              -100.29,
              44.86
            ],
            [
              -100.37,
              44.86
            ],
            [
              -100.39,
              44.89
            ],
            [
              -100.39,
              44.91
            ],
            [
              -100.44,
              44.96
            ],
            [
              -100.44,
              44.99
            ],
            [
              -100.43,
              45.01
            ],
            [
              -100.41,
              45.02
            ],
            [
              -100.38,
              45.02
            ],
            [
              -100.37,
              45.03
            ]
          ]
        ]
      },
      "raw_probability": 0.0951,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0012,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "32f5c2e6154f75fdc1479f0b978c9d9f551215ad69c662b986551d4ff885b0e5",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.0951,
        "probability": 0.001177,
        "confidence_lo": 0.001113,
        "confidence_hi": 0.001177,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "497b511705418ae1560f64fbb5cb34bce1ac0402253685c6a9a78a09ea5c2ad7",
        "signature": {
          "alg": "ed25519",
          "sig": "576006bcafce11e19a6be690dd2a26af0261d7c1c6f2ab6c1e27c6ae1e19a5429e36f1db190e318032fb6ee8226b5d93a50ef01d47decade17f52f0f7b3c3d00"
        }
      },
      "receipt_sha256": "497b511705418ae1560f64fbb5cb34bce1ac0402253685c6a9a78a09ea5c2ad7"
    },
    {
      "storm_id": "234475",
      "lat": 47.2835,
      "lon": -110.2567,
      "motion_east": 3.3,
      "motion_south": -3.0,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 119.0,
      "ebshear": 29.0,
      "srh01": 53.0,
      "maxllaz": 0.005,
      "mesh": 0.0,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 53.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.8575
        },
        {
          "name": "alignment",
          "value": -7.5673
        },
        {
          "name": "tau",
          "value": 0.4735
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0942
      },
      "coherence_score": 0.47352951765060425,
      "coherence_diagnostics": {
        "tau": 0.47352951765060425,
        "grad_tau": 0.06992270797491074,
        "torsion": 0.0,
        "alignment": -7.567338943481445,
        "S_field": 0.29921919107437134,
        "Gamma_field": 0.6931107640266418,
        "S_over_Gamma": 0.43170472979545593,
        "Da": 43.70179748535156,
        "E_coh": 0.3105999231338501,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -110.19,
              47.47
            ],
            [
              -110.18,
              47.46
            ],
            [
              -110.17,
              47.47
            ],
            [
              -110.16,
              47.46
            ],
            [
              -110.13,
              47.46
            ],
            [
              -110.13,
              47.41
            ],
            [
              -110.1,
              47.38
            ],
            [
              -110.11,
              47.37
            ],
            [
              -110.11,
              47.32
            ],
            [
              -110.12,
              47.32
            ],
            [
              -110.13,
              47.3
            ],
            [
              -110.14,
              47.3
            ],
            [
              -110.16,
              47.28
            ],
            [
              -110.15,
              47.21
            ],
            [
              -110.13,
              47.19
            ],
            [
              -110.13,
              47.15
            ],
            [
              -110.14,
              47.14
            ],
            [
              -110.17,
              47.14
            ],
            [
              -110.18,
              47.13
            ],
            [
              -110.29,
              47.13
            ],
            [
              -110.32,
              47.11
            ],
            [
              -110.34,
              47.11
            ],
            [
              -110.36,
              47.09
            ],
            [
              -110.38,
              47.09
            ],
            [
              -110.4,
              47.11
            ],
            [
              -110.42,
              47.15
            ],
            [
              -110.44,
              47.16
            ],
            [
              -110.47,
              47.16
            ],
            [
              -110.48,
              47.17
            ],
            [
              -110.48,
              47.22
            ],
            [
              -110.42,
              47.27
            ],
            [
              -110.4,
              47.27
            ],
            [
              -110.37,
              47.3
            ],
            [
              -110.37,
              47.32
            ],
            [
              -110.34,
              47.36
            ],
            [
              -110.32,
              47.37
            ],
            [
              -110.28,
              47.37
            ],
            [
              -110.27,
              47.36
            ],
            [
              -110.25,
              47.38
            ],
            [
              -110.25,
              47.4
            ],
            [
              -110.24,
              47.41
            ],
            [
              -110.23,
              47.45
            ],
            [
              -110.19,
              47.47
            ]
          ]
        ]
      },
      "raw_probability": 0.0942,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0012,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "e86abeeede033f40918613557699211a7f9e2219f27ec6c69cd6f8bdce8c71bc",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.0942,
        "probability": 0.001163,
        "confidence_lo": 0.001113,
        "confidence_hi": 0.001163,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f1d0dc1a9e9538e1e031fa5e7053dd80727f31e079d00aa6dda8602599a60332",
        "signature": {
          "alg": "ed25519",
          "sig": "3bb482bc8221a250b3013d577e9e211adc978155b839d82cc0a518c573e4d0ebf7c9fc816313010ccc8c7fc68b26bbfbb33498b2009d788b56bd8e6f12893508"
        }
      },
      "receipt_sha256": "f1d0dc1a9e9538e1e031fa5e7053dd80727f31e079d00aa6dda8602599a60332"
    },
    {
      "storm_id": "234772",
      "lat": 44.1191,
      "lon": -102.1645,
      "motion_east": 4.2,
      "motion_south": 3.3,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 495.0,
      "ebshear": 43.0,
      "srh01": 91.0,
      "maxllaz": 0.002,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 91.0
        },
        {
          "name": "hrrr_pwat",
          "value": 28.8575
        },
        {
          "name": "alignment",
          "value": -2.0875
        },
        {
          "name": "tau",
          "value": 0.6101
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0896
      },
      "coherence_score": 0.6101178526878357,
      "coherence_diagnostics": {
        "tau": 0.6101178526878357,
        "grad_tau": 0.10335846990346909,
        "torsion": 0.0,
        "alignment": -2.08750581741333,
        "S_field": 0.20371422171592712,
        "Gamma_field": 0.5631107687950134,
        "S_over_Gamma": 0.3617658019065857,
        "Da": 34.75301742553711,
        "E_coh": 0.6569271087646484,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -102.17,
              44.16
            ],
            [
              -102.13,
              44.16
            ],
            [
              -102.12,
              44.15
            ],
            [
              -102.12,
              44.12
            ],
            [
              -102.11,
              44.1
            ],
            [
              -102.15,
              44.06
            ],
            [
              -102.2,
              44.06
            ],
            [
              -102.22,
              44.1
            ],
            [
              -102.21,
              44.11
            ],
            [
              -102.21,
              44.13
            ],
            [
              -102.17,
              44.16
            ]
          ]
        ]
      },
      "raw_probability": 0.0896,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0012,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "982f03655fde7044700c0c04451664674770878ba51d133a5b68af57af5b6117",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.0896,
        "probability": 0.001163,
        "confidence_lo": 0.001113,
        "confidence_hi": 0.001163,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d97dc842fd0a84c5936684cda93bbc4931aa667d49dc1c2ce6b662c325964546",
        "signature": {
          "alg": "ed25519",
          "sig": "5797ba5461c8749e792692edb06d9fd8f45e61a841309c2b9236dbd216fb556b99426264154f6e5b349902aa172200b8ae51a4b0475a5708f9db9edf774fc505"
        }
      },
      "receipt_sha256": "d97dc842fd0a84c5936684cda93bbc4931aa667d49dc1c2ce6b662c325964546"
    },
    {
      "storm_id": "234585",
      "lat": 44.5762,
      "lon": -100.06,
      "motion_east": 2.6,
      "motion_south": -4.0,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 467.0,
      "ebshear": 48.0,
      "srh01": 123.0,
      "maxllaz": 0.005,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 123.0
        },
        {
          "name": "hrrr_pwat",
          "value": 28.8575
        },
        {
          "name": "alignment",
          "value": 2.143
        },
        {
          "name": "tau",
          "value": 0.6644
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0895
      },
      "coherence_score": 0.6643849611282349,
      "coherence_diagnostics": {
        "tau": 0.6643849611282349,
        "grad_tau": 0.02080937661230564,
        "torsion": 0.0,
        "alignment": 2.142954111099243,
        "S_field": 0.2306060492992401,
        "Gamma_field": 0.7647774815559387,
        "S_over_Gamma": 0.3015335202217102,
        "Da": 46.12409591674805,
        "E_coh": 0.06729947775602341,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -100.21,
              44.64
            ],
            [
              -100.15,
              44.64
            ],
            [
              -100.14,
              44.63
            ],
            [
              -99.98,
              44.63
            ],
            [
              -99.97,
              44.62
            ],
            [
              -99.93,
              44.61
            ],
            [
              -99.88,
              44.55
            ],
            [
              -99.88,
              44.54
            ],
            [
              -99.89,
              44.52
            ],
            [
              -99.9,
              44.52
            ],
            [
              -99.91,
              44.53
            ],
            [
              -99.96,
              44.53
            ],
            [
              -100.02,
              44.56
            ],
            [
              -100.08,
              44.56
            ],
            [
              -100.12,
              44.52
            ],
            [
              -100.15,
              44.52
            ],
            [
              -100.2,
              44.57
            ],
            [
              -100.22,
              44.57
            ],
            [
              -100.23,
              44.58
            ],
            [
              -100.23,
              44.62
            ],
            [
              -100.21,
              44.64
            ]
          ]
        ]
      },
      "raw_probability": 0.0895,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0012,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "4e291bae042506c6e60172d4957e1be303340a6140c4036069d9741a2742320f",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.0895,
        "probability": 0.001163,
        "confidence_lo": 0.001113,
        "confidence_hi": 0.001163,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "226a4214bf21cf533b538f659ce46d552e963220d77cb5e8fdae2d829d6f9962",
        "signature": {
          "alg": "ed25519",
          "sig": "dd0db14d5b010b57c93246f46c73da998e3a2943f90e36367f1567025c73eec6996ffe0048318de1e4c093650bb8ce5e2d77d25ca1f8523eaf3579f7fd1a9a03"
        }
      },
      "receipt_sha256": "226a4214bf21cf533b538f659ce46d552e963220d77cb5e8fdae2d829d6f9962"
    },
    {
      "storm_id": "234934",
      "lat": 31.1225,
      "lon": -105.6058,
      "motion_east": 6.1,
      "motion_south": 1.4,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 882.0,
      "ebshear": 18.0,
      "srh01": 0.0,
      "maxllaz": 0.002,
      "mesh": 0.08,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 28.7325
        },
        {
          "name": "alignment",
          "value": -4.6473
        },
        {
          "name": "tau",
          "value": 0.5064
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0879
      },
      "coherence_score": 0.5064001083374023,
      "coherence_diagnostics": {
        "tau": 0.5064001083374023,
        "grad_tau": 0.04650653153657913,
        "torsion": 0.0,
        "alignment": -4.647279262542725,
        "S_field": 0.2460794746875763,
        "Gamma_field": 0.5747774243354797,
        "S_over_Gamma": 0.42813003063201904,
        "Da": 32.83319091796875,
        "E_coh": 0.3098491430282593,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -105.59,
              31.16
            ],
            [
              -105.58,
              31.15
            ],
            [
              -105.58,
              31.11
            ],
            [
              -105.59,
              31.1
            ],
            [
              -105.59,
              31.08
            ],
            [
              -105.62,
              31.08
            ],
            [
              -105.62,
              31.09
            ],
            [
              -105.64,
              31.1
            ],
            [
              -105.64,
              31.14
            ],
            [
              -105.63,
              31.15
            ],
            [
              -105.6,
              31.15
            ],
            [
              -105.59,
              31.16
            ]
          ]
        ]
      },
      "raw_probability": 0.0879,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0012,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "643c92fca846d868f6903555f4b7eb1b4b39825f004e2b3db55426e281fb4167",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.0879,
        "probability": 0.001163,
        "confidence_lo": 0.001113,
        "confidence_hi": 0.001163,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6051c54cc2c06a0737902ebd2867688c69226c58be3b00a3ef1520c088dbf930",
        "signature": {
          "alg": "ed25519",
          "sig": "68d5641d0d1a0fa92d7bbab5ee339eab8a580ab6a2b5d8e2ca1a75a91e40d5ceb141e73ae0a49a52a91777f6dbfd4e7c6e6919f803b8fc9aedb632c8f5b8be08"
        }
      },
      "receipt_sha256": "6051c54cc2c06a0737902ebd2867688c69226c58be3b00a3ef1520c088dbf930"
    },
    {
      "storm_id": "234371",
      "lat": 48.0292,
      "lon": -99.2638,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 478.0,
      "ebshear": 27.0,
      "srh01": 34.0,
      "maxllaz": 0.002,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 34.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.7325
        },
        {
          "name": "alignment",
          "value": 0.8973
        },
        {
          "name": "tau",
          "value": 0.5522
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0877
      },
      "coherence_score": 0.552162766456604,
      "coherence_diagnostics": {
        "tau": 0.552162766456604,
        "grad_tau": 0.18516476452350616,
        "torsion": 0.0,
        "alignment": 0.8973215818405151,
        "S_field": 0.22040554881095886,
        "Gamma_field": 0.18144409358501434,
        "S_over_Gamma": 1.2147297859191895,
        "Da": 10.708701133728027,
        "E_coh": 0.3452845513820648,
        "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": [
          [
            [
              -99.32,
              48.07
            ],
            [
              -99.27,
              48.07
            ],
            [
              -99.26,
              48.06
            ],
            [
              -99.24,
              48.06
            ],
            [
              -99.2,
              48.04
            ],
            [
              -99.19,
              48.03
            ],
            [
              -99.19,
              47.98
            ],
            [
              -99.2,
              47.97
            ],
            [
              -99.27,
              47.97
            ],
            [
              -99.31,
              47.99
            ],
            [
              -99.33,
              48.01
            ],
            [
              -99.33,
              48.06
            ],
            [
              -99.32,
              48.07
            ]
          ]
        ]
      },
      "raw_probability": 0.0877,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0012,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "08eb283d3139259edf6c8869c774006b7cb80d5df45e928f69379a3fbeef751d",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.0877,
        "probability": 0.001163,
        "confidence_lo": 0.001113,
        "confidence_hi": 0.001163,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "dc1a6f97967af5fb3f55eada66ce8364a5a722dcff5566d8a4d50e4028f7a5a6",
        "signature": {
          "alg": "ed25519",
          "sig": "dd209f4ef357d9d143c1f4a891085d9d1511f6483734328ce03b5550f052d5f5b358d905c92433f5a058edc20fb546d6b3a6ce5f06c84b2a68e467541f4def01"
        }
      },
      "receipt_sha256": "dc1a6f97967af5fb3f55eada66ce8364a5a722dcff5566d8a4d50e4028f7a5a6"
    },
    {
      "storm_id": "234971",
      "lat": 26.9867,
      "lon": -80.5383,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2359.0,
      "ebshear": 24.0,
      "srh01": 31.0,
      "maxllaz": -0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 31.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.9825
        },
        {
          "name": "alignment",
          "value": 0.8601
        },
        {
          "name": "tau",
          "value": 2.2116
        },
        {
          "name": "maxllaz",
          "value": -0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0871
      },
      "coherence_score": 2.211562156677246,
      "coherence_diagnostics": {
        "tau": 2.211562156677246,
        "grad_tau": 0.4759696424007416,
        "torsion": 0.0,
        "alignment": 0.8600690364837646,
        "S_field": 0.9720771908760071,
        "Gamma_field": 0.2956107556819916,
        "S_over_Gamma": 3.2883687019348145,
        "Da": 18.71907615661621,
        "E_coh": 0.9796377420425415,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -80.57,
              27.03
            ],
            [
              -80.48,
              27.03
            ],
            [
              -80.48,
              26.94
            ],
            [
              -80.56,
              26.94
            ],
            [
              -80.57,
              26.95
            ],
            [
              -80.57,
              27.03
            ]
          ]
        ]
      },
      "raw_probability": 0.0871,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0012,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "424ee1b2ae2a21264aeeca3275699dfb195c54cdf89e815ad8b2551de167547f",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.0871,
        "probability": 0.001163,
        "confidence_lo": 0.001113,
        "confidence_hi": 0.001163,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9047f7a9bcb0e318255353568a079797393cde72d60b1464e917ae22d717b1f3",
        "signature": {
          "alg": "ed25519",
          "sig": "2a8af19875681b6fd3839b2cab69b13c7387471b68754d2a384a771bdad8fafc25ea3c0d024c7502ed5709e2d4055fe0a868887b359dee49513aa4acea77980d"
        }
      },
      "receipt_sha256": "9047f7a9bcb0e318255353568a079797393cde72d60b1464e917ae22d717b1f3"
    },
    {
      "storm_id": "234803",
      "lat": 42.6223,
      "lon": -99.8715,
      "motion_east": 4.8,
      "motion_south": -1.0,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1629.0,
      "ebshear": 48.0,
      "srh01": 81.0,
      "maxllaz": 0.005,
      "mesh": 0.08,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 81.0
        },
        {
          "name": "hrrr_pwat",
          "value": 23.1075
        },
        {
          "name": "alignment",
          "value": 4.4556
        },
        {
          "name": "tau",
          "value": 0.6727
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0869
      },
      "coherence_score": 0.6727388501167297,
      "coherence_diagnostics": {
        "tau": 0.6727388501167297,
        "grad_tau": 0.11807192116975784,
        "torsion": 0.0,
        "alignment": 4.455569744110107,
        "S_field": 0.289302259683609,
        "Gamma_field": 0.3614441156387329,
        "S_over_Gamma": 0.8004066348075867,
        "Da": 21.36675453186035,
        "E_coh": 0.044426992535591125,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -99.8,
              42.7
            ],
            [
              -99.76,
              42.7
            ],
            [
              -99.72,
              42.68
            ],
            [
              -99.69,
              42.68
            ],
            [
              -99.65,
              42.64
            ],
            [
              -99.65,
              42.6
            ],
            [
              -99.68,
              42.56
            ],
            [
              -99.79,
              42.56
            ],
            [
              -99.8,
              42.57
            ],
            [
              -99.84,
              42.57
            ],
            [
              -99.85,
              42.58
            ],
            [
              -99.89,
              42.58
            ],
            [
              -99.9,
              42.59
            ],
            [
              -99.92,
              42.58
            ],
            [
              -99.96,
              42.58
            ],
            [
              -99.97,
              42.57
            ],
            [
              -100.02,
              42.57
            ],
            [
              -100.06,
              42.59
            ],
            [
              -100.08,
              42.61
            ],
            [
              -100.08,
              42.64
            ],
            [
              -100.07,
              42.65
            ],
            [
              -100.01,
              42.65
            ],
            [
              -99.95,
              42.68
            ],
            [
              -99.87,
              42.68
            ],
            [
              -99.85,
              42.67
            ],
            [
              -99.8,
              42.7
            ]
          ]
        ]
      },
      "raw_probability": 0.0869,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0012,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "34a9787c7d72256f79f978e8a7f6d14dadf0cb3ed4bbca33103aef70f128a956",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.0869,
        "probability": 0.001163,
        "confidence_lo": 0.001113,
        "confidence_hi": 0.001163,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8b73e56e9d7b69e8721ddd25e990b864d73343ba3256ab04008ad9d3de569a77",
        "signature": {
          "alg": "ed25519",
          "sig": "ab66aa508a64bb3fe9fec0b6c04129ed697c60a0898f2a558f6dfbfce837d9af070b1fc61f3c6ab3e4b207daf86eab68134a4cf37d98f9dc9884ff0c8e27de06"
        }
      },
      "receipt_sha256": "8b73e56e9d7b69e8721ddd25e990b864d73343ba3256ab04008ad9d3de569a77"
    },
    {
      "storm_id": "234983",
      "lat": 42.6175,
      "lon": -100.2188,
      "motion_east": 4.5,
      "motion_south": 0.0,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1487.0,
      "ebshear": 40.0,
      "srh01": 84.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 84.0
        },
        {
          "name": "hrrr_pwat",
          "value": 23.1075
        },
        {
          "name": "alignment",
          "value": 4.4556
        },
        {
          "name": "tau",
          "value": 0.6727
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0854
      },
      "coherence_score": 0.6727388501167297,
      "coherence_diagnostics": {
        "tau": 0.6727388501167297,
        "grad_tau": 0.11807192116975784,
        "torsion": 0.0,
        "alignment": 4.455569744110107,
        "S_field": 0.289302259683609,
        "Gamma_field": 0.3614441156387329,
        "S_over_Gamma": 0.8004066348075867,
        "Da": 21.36675453186035,
        "E_coh": 0.044426992535591125,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -100.23,
              42.64
            ],
            [
              -100.2,
              42.64
            ],
            [
              -100.19,
              42.63
            ],
            [
              -100.19,
              42.59
            ],
            [
              -100.21,
              42.58
            ],
            [
              -100.25,
              42.59
            ],
            [
              -100.25,
              42.63
            ],
            [
              -100.23,
              42.64
            ]
          ]
        ]
      },
      "raw_probability": 0.0854,
      "confidence_lo": 0.0009,
      "confidence_hi": 0.0012,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "622e57f6c49f53b8cc11e774515c3afd111ecb02bdfe553d7f2022e78b8637b9",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.0854,
        "probability": 0.001163,
        "confidence_lo": 0.000886,
        "confidence_hi": 0.001163,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5eaafa6f2df5ad1474995b511e09045672fea36af8ec7a29815bd0a504fb02d3",
        "signature": {
          "alg": "ed25519",
          "sig": "0618957e3d22131e6e143e91bccdbbbdbea167f05f6ab09387a4c66b60139b6407b4572fda3bea1bbf849b67e4e290b1910f166fb3e8c2d98206137c07fb1707"
        }
      },
      "receipt_sha256": "5eaafa6f2df5ad1474995b511e09045672fea36af8ec7a29815bd0a504fb02d3"
    },
    {
      "storm_id": "234913",
      "lat": 47.9918,
      "lon": -100.7573,
      "motion_east": 5.2,
      "motion_south": 2.7,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 246.0,
      "ebshear": 30.0,
      "srh01": 28.0,
      "maxllaz": 0.004,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 28.0
        },
        {
          "name": "hrrr_pwat",
          "value": 23.9825
        },
        {
          "name": "alignment",
          "value": 1.2473
        },
        {
          "name": "tau",
          "value": 0.6163
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0841
      },
      "coherence_score": 0.6163079738616943,
      "coherence_diagnostics": {
        "tau": 0.6163079738616943,
        "grad_tau": 0.20287980139255524,
        "torsion": 0.0,
        "alignment": 1.2473188638687134,
        "S_field": 0.23810812830924988,
        "Gamma_field": 0.1547774225473404,
        "S_over_Gamma": 1.5383905172348022,
        "Da": 9.175697326660156,
        "E_coh": 0.37581780552864075,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -100.8,
              48.05
            ],
            [
              -100.76,
              48.05
            ],
            [
              -100.74,
              48.03
            ],
            [
              -100.72,
              48.03
            ],
            [
              -100.68,
              48.01
            ],
            [
              -100.64,
              48.01
            ],
            [
              -100.6,
              47.99
            ],
            [
              -100.6,
              47.93
            ],
            [
              -100.62,
              47.92
            ],
            [
              -100.68,
              47.92
            ],
            [
              -100.69,
              47.93
            ],
            [
              -100.71,
              47.93
            ],
            [
              -100.75,
              47.97
            ],
            [
              -100.81,
              47.97
            ],
            [
              -100.82,
              47.96
            ],
            [
              -100.91,
              47.96
            ],
            [
              -100.92,
              48.0
            ],
            [
              -100.9,
              48.0
            ],
            [
              -100.86,
              48.03
            ],
            [
              -100.84,
              48.04
            ],
            [
              -100.81,
              48.04
            ],
            [
              -100.8,
              48.05
            ]
          ]
        ]
      },
      "raw_probability": 0.0841,
      "confidence_lo": 0.0009,
      "confidence_hi": 0.0012,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "2521a18e7e1394873215b3d4af3dde7fa49d9cd0910b20c33f2546edac0a48ed",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.0841,
        "probability": 0.001163,
        "confidence_lo": 0.000886,
        "confidence_hi": 0.001163,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "780db3b54dedb0da2d77d7d11e6f3961f0d643f5bb29fa6c17ed376a92c35c2e",
        "signature": {
          "alg": "ed25519",
          "sig": "c81364e8e5f02bfdefbe4bf8d7be85604043854f1d954c3be8843ce4c9e6311a93a784419f95966376b5d7b906a63cf73150c2e1e0069dde97c6735f3833150d"
        }
      },
      "receipt_sha256": "780db3b54dedb0da2d77d7d11e6f3961f0d643f5bb29fa6c17ed376a92c35c2e"
    },
    {
      "storm_id": "234228",
      "lat": 47.6833,
      "lon": -101.2311,
      "motion_east": 4.3,
      "motion_south": 0.0,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 385.0,
      "ebshear": 24.0,
      "srh01": 56.0,
      "maxllaz": 0.002,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 56.0
        },
        {
          "name": "hrrr_pwat",
          "value": 23.9825
        },
        {
          "name": "alignment",
          "value": 1.2473
        },
        {
          "name": "tau",
          "value": 0.6163
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0838
      },
      "coherence_score": 0.6163079738616943,
      "coherence_diagnostics": {
        "tau": 0.6163079738616943,
        "grad_tau": 0.20287980139255524,
        "torsion": 0.0,
        "alignment": 1.2473188638687134,
        "S_field": 0.23810812830924988,
        "Gamma_field": 0.1547774225473404,
        "S_over_Gamma": 1.5383905172348022,
        "Da": 9.175697326660156,
        "E_coh": 0.37581780552864075,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -101.26,
              47.71
            ],
            [
              -101.19,
              47.71
            ],
            [
              -101.18,
              47.7
            ],
            [
              -101.18,
              47.66
            ],
            [
              -101.19,
              47.65
            ],
            [
              -101.26,
              47.65
            ],
            [
              -101.28,
              47.67
            ],
            [
              -101.28,
              47.69
            ],
            [
              -101.26,
              47.71
            ]
          ]
        ]
      },
      "raw_probability": 0.0838,
      "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": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "336114713d10e3480819a5887bafe28916a710a409c6c03fc9c02dcd6d91a6f0",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.0838,
        "probability": 0.001148,
        "confidence_lo": 0.000799,
        "confidence_hi": 0.001148,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "937528ae323c4033d2715626112d648ec40575546c3ab9dc26b762656118cf12",
        "signature": {
          "alg": "ed25519",
          "sig": "013b847d5ab268990d49c441ccc15861b3b4d63da83f90a2e3c9fb3efb27d3476fda840c0e89f22c931c6013da401b26710671eaa3b5a6da182828cfd1d22f0e"
        }
      },
      "receipt_sha256": "937528ae323c4033d2715626112d648ec40575546c3ab9dc26b762656118cf12"
    },
    {
      "storm_id": "233211",
      "lat": 47.5418,
      "lon": -119.3991,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 467.0,
      "ebshear": 29.0,
      "srh01": 28.0,
      "maxllaz": 0.002,
      "mesh": 0.34,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 28.0
        },
        {
          "name": "hrrr_pwat",
          "value": 20.8575
        },
        {
          "name": "alignment",
          "value": 0.7873
        },
        {
          "name": "tau",
          "value": 0.2019
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0813
      },
      "coherence_score": 0.20191733539104462,
      "coherence_diagnostics": {
        "tau": 0.20191733539104462,
        "grad_tau": 0.06540656834840775,
        "torsion": 0.0,
        "alignment": 0.7873485088348389,
        "S_field": 0.06997190415859222,
        "Gamma_field": 0.17477743327617645,
        "S_over_Gamma": 0.40034863352775574,
        "Da": 10.331809997558594,
        "E_coh": 0.10288149863481522,
        "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": 7,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -119.41,
              47.59
            ],
            [
              -119.36,
              47.59
            ],
            [
              -119.35,
              47.58
            ],
            [
              -119.35,
              47.56
            ],
            [
              -119.39,
              47.51
            ],
            [
              -119.39,
              47.5
            ],
            [
              -119.42,
              47.5
            ],
            [
              -119.43,
              47.49
            ],
            [
              -119.44,
              47.5
            ],
            [
              -119.44,
              47.55
            ],
            [
              -119.41,
              47.59
            ]
          ]
        ]
      },
      "raw_probability": 0.0813,
      "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": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "1b06997dae310592b448cc68e922faab95c9765fa28bf760e1b611dcb8c29b28",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.0813,
        "probability": 0.001128,
        "confidence_lo": 0.000774,
        "confidence_hi": 0.001129,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9f534ebdb93122a17e32b8a9a8a01ea210109401024c7c41e76f55f92c64a152",
        "signature": {
          "alg": "ed25519",
          "sig": "931f33499376acbe882ec167d257b2de25760bb4362424c94ee1ea3d72d6a07e32f0951840dcf7f57cee34eccc7f042efac8ec7b79fe4fd292d98c5337b78704"
        }
      },
      "receipt_sha256": "9f534ebdb93122a17e32b8a9a8a01ea210109401024c7c41e76f55f92c64a152"
    },
    {
      "storm_id": "234908",
      "lat": 28.9973,
      "lon": -78.4764,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4155.0,
      "ebshear": 16.0,
      "srh01": 57.0,
      "maxllaz": 0.001,
      "mesh": 0.3,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 57.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.6075
        },
        {
          "name": "alignment",
          "value": 0.9327
        },
        {
          "name": "tau",
          "value": 1.4943
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0806
      },
      "coherence_score": 1.4942762851715088,
      "coherence_diagnostics": {
        "tau": 1.4942762851715088,
        "grad_tau": 0.3532383441925049,
        "torsion": 0.0,
        "alignment": 0.9326597452163696,
        "S_field": 0.6094282269477844,
        "Gamma_field": 0.6356107592582703,
        "S_over_Gamma": 0.9588072896003723,
        "Da": 39.330196380615234,
        "E_coh": 0.9453336596488953,
        "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": [
          [
            [
              -78.49,
              29.04
            ],
            [
              -78.43,
              29.04
            ],
            [
              -78.41,
              29.02
            ],
            [
              -78.41,
              28.97
            ],
            [
              -78.44,
              28.95
            ],
            [
              -78.51,
              28.94
            ],
            [
              -78.52,
              28.96
            ],
            [
              -78.52,
              28.99
            ],
            [
              -78.51,
              29.0
            ],
            [
              -78.51,
              29.02
            ],
            [
              -78.49,
              29.04
            ]
          ]
        ]
      },
      "raw_probability": 0.0806,
      "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": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "3131ceca8c2313229e419aca73a913dd29f3e3855b4a477499e3f5828991daeb",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.0806,
        "probability": 0.000905,
        "confidence_lo": 0.000774,
        "confidence_hi": 0.000905,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "24da5e771c4a036302fb2dca09513393551928f1cb05db55599860c286c1b3a5",
        "signature": {
          "alg": "ed25519",
          "sig": "643a3c10bb5390b7123ae23a4fecb1dcfc040eccf09860ffa8d5010dc610f96af395a71f505756c438d661a1c8a4988d228c8f7906ea820d3d3e8beb884b0200"
        }
      },
      "receipt_sha256": "24da5e771c4a036302fb2dca09513393551928f1cb05db55599860c286c1b3a5"
    },
    {
      "storm_id": "234882",
      "lat": 47.6693,
      "lon": -100.9943,
      "motion_east": 4.3,
      "motion_south": 0.0,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 372.0,
      "ebshear": 23.0,
      "srh01": 51.0,
      "maxllaz": 0.003,
      "mesh": 0.22,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 51.0
        },
        {
          "name": "hrrr_pwat",
          "value": 23.9825
        },
        {
          "name": "alignment",
          "value": 1.2473
        },
        {
          "name": "tau",
          "value": 0.6163
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0789
      },
      "coherence_score": 0.6163079738616943,
      "coherence_diagnostics": {
        "tau": 0.6163079738616943,
        "grad_tau": 0.20287980139255524,
        "torsion": 0.0,
        "alignment": 1.2473188638687134,
        "S_field": 0.23810812830924988,
        "Gamma_field": 0.1547774225473404,
        "S_over_Gamma": 1.5383905172348022,
        "Da": 9.175697326660156,
        "E_coh": 0.37581780552864075,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -101.06,
              47.71
            ],
            [
              -101.02,
              47.71
            ],
            [
              -101.01,
              47.7
            ],
            [
              -100.9,
              47.7
            ],
            [
              -100.89,
              47.68
            ],
            [
              -100.92,
              47.65
            ],
            [
              -100.92,
              47.63
            ],
            [
              -100.93,
              47.62
            ],
            [
              -100.98,
              47.62
            ],
            [
              -101.02,
              47.64
            ],
            [
              -101.05,
              47.64
            ],
            [
              -101.08,
              47.67
            ],
            [
              -101.08,
              47.69
            ],
            [
              -101.06,
              47.71
            ]
          ]
        ]
      },
      "raw_probability": 0.0789,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "01d99390aca045d1b7586e1374fb16a3f21707ffbebb4c8de98499c0a1b798fe",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.0789,
        "probability": 0.000905,
        "confidence_lo": 0.000774,
        "confidence_hi": 0.000905,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4cf9383e5306cb412bf5c2c5965f492eeeddd721a5e29ccfa44f0906c01c8871",
        "signature": {
          "alg": "ed25519",
          "sig": "b8438bb5c51163cadfe0cc75f7a25d1d4683e1109d7ed0c9ecac2480908f2161ad02a377065f2b1b19ef9e8e562a60f7345533c22a2799db3877bef48424be01"
        }
      },
      "receipt_sha256": "4cf9383e5306cb412bf5c2c5965f492eeeddd721a5e29ccfa44f0906c01c8871"
    },
    {
      "storm_id": "234878",
      "lat": 30.3786,
      "lon": -107.0114,
      "motion_east": 5.2,
      "motion_south": 0.4,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 820.0,
      "ebshear": 18.0,
      "srh01": 0.0,
      "maxllaz": 0.002,
      "mesh": 0.18,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.6075
        },
        {
          "name": "alignment",
          "value": -4.6715
        },
        {
          "name": "tau",
          "value": 0.5988
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0788
      },
      "coherence_score": 0.5988243818283081,
      "coherence_diagnostics": {
        "tau": 0.5988243818283081,
        "grad_tau": 0.09242112189531326,
        "torsion": 0.0,
        "alignment": -4.67149543762207,
        "S_field": 0.3101365268230438,
        "Gamma_field": 0.3214440941810608,
        "S_over_Gamma": 0.9648225903511047,
        "Da": 18.80242347717285,
        "E_coh": 0.6896907687187195,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -107.03,
              30.41
            ],
            [
              -106.98,
              30.41
            ],
            [
              -106.98,
              30.36
            ],
            [
              -106.99,
              30.35
            ],
            [
              -107.03,
              30.35
            ],
            [
              -107.04,
              30.36
            ],
            [
              -107.03,
              30.41
            ]
          ]
        ]
      },
      "raw_probability": 0.0788,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "be82900530b0f5d16fbdd2f07c25eee2067db6d2206ee63c4002b2f631b44989",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.0788,
        "probability": 0.000905,
        "confidence_lo": 0.000774,
        "confidence_hi": 0.000905,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "52393e2b4b36b6aa5c9f470767a14ef2c8d61eb8fbdfc0b48c83988f578832b9",
        "signature": {
          "alg": "ed25519",
          "sig": "5a2b3aab9057bfeeee29371d11832086912ad9de390bed2b659b6ea6b4f50efd298f001d926eb7417a10eca05e3de5b0018f33c833bcbf0eddb62edfc29e6204"
        }
      },
      "receipt_sha256": "52393e2b4b36b6aa5c9f470767a14ef2c8d61eb8fbdfc0b48c83988f578832b9"
    },
    {
      "storm_id": "234904",
      "lat": 36.4573,
      "lon": -114.0164,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1161.0,
      "ebshear": 15.0,
      "srh01": 51.0,
      "maxllaz": 0.001,
      "mesh": 0.08,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 51.0
        },
        {
          "name": "hrrr_pwat",
          "value": 30.2325
        },
        {
          "name": "alignment",
          "value": 8.2183
        },
        {
          "name": "tau",
          "value": 0.3127
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0787
      },
      "coherence_score": 0.3127405047416687,
      "coherence_diagnostics": {
        "tau": 0.3127405047416687,
        "grad_tau": 0.060305189341306686,
        "torsion": 0.0,
        "alignment": 8.218307495117188,
        "S_field": 0.23781195282936096,
        "Gamma_field": 1.4156107902526855,
        "S_over_Gamma": 0.1679924726486206,
        "Da": 82.91425323486328,
        "E_coh": 0.36578160524368286,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -114.04,
              36.51
            ],
            [
              -114.04,
              36.5
            ],
            [
              -114.02,
              36.48
            ],
            [
              -113.98,
              36.48
            ],
            [
              -113.97,
              36.47
            ],
            [
              -113.97,
              36.4
            ],
            [
              -113.98,
              36.39
            ],
            [
              -114.04,
              36.39
            ],
            [
              -114.05,
              36.4
            ],
            [
              -114.05,
              36.5
            ],
            [
              -114.04,
              36.51
            ]
          ]
        ]
      },
      "raw_probability": 0.0787,
      "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": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "2fbe65fc0e4331076f977bb552e29b55c2d3c9fe5014d4e595d0b051ffc67064",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.0787,
        "probability": 0.000905,
        "confidence_lo": 0.000774,
        "confidence_hi": 0.000905,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7e8d4716350888116ec2b1085f606958039b56d8906f57b92487922b9b6febb5",
        "signature": {
          "alg": "ed25519",
          "sig": "3bc3fab85195b60b8ce04ff46c595875025cde25effcb7c302897d28044cd4da592895b4f3bba8719adcc80a41c85a6c8614f9642d19acfb48bca763b18ebf08"
        }
      },
      "receipt_sha256": "7e8d4716350888116ec2b1085f606958039b56d8906f57b92487922b9b6febb5"
    },
    {
      "storm_id": "234845",
      "lat": 38.333,
      "lon": -108.311,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 633.0,
      "ebshear": 18.0,
      "srh01": 33.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 33.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.3575
        },
        {
          "name": "alignment",
          "value": 5.9915
        },
        {
          "name": "tau",
          "value": 0.3398
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0785
      },
      "coherence_score": 0.33981677889823914,
      "coherence_diagnostics": {
        "tau": 0.33981677889823914,
        "grad_tau": 0.019821209833025932,
        "torsion": 0.0,
        "alignment": 5.991457939147949,
        "S_field": 0.1334674209356308,
        "Gamma_field": 0.5597774386405945,
        "S_over_Gamma": 0.23842944204807281,
        "Da": 34.88591384887695,
        "E_coh": 0.38843485713005066,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -108.33,
              38.38
            ],
            [
              -108.31,
              38.38
            ],
            [
              -108.26,
              38.33
            ],
            [
              -108.26,
              38.28
            ],
            [
              -108.31,
              38.28
            ],
            [
              -108.32,
              38.29
            ],
            [
              -108.31,
              38.3
            ],
            [
              -108.34,
              38.34
            ],
            [
              -108.34,
              38.37
            ],
            [
              -108.33,
              38.38
            ]
          ]
        ]
      },
      "raw_probability": 0.0785,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "1b0d38f05d2e4ccd96213ffbcbe63b282ea60e31b232931feedf811723792818",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.0785,
        "probability": 0.000905,
        "confidence_lo": 0.000774,
        "confidence_hi": 0.000905,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ebdbab3d1c5a089732c38969b31efeb5f51a4f7fbb0e64b5e9d61e9d7133e82e",
        "signature": {
          "alg": "ed25519",
          "sig": "9e4989f9b4ddb1c6f5ddea6993cbf4ff2f419baf6f43e9ecd02457b4e38d4c26a75b1f37cc0faf1c59a17697238b2dbf5ccf4302a6888a76452d78a75e43da06"
        }
      },
      "receipt_sha256": "ebdbab3d1c5a089732c38969b31efeb5f51a4f7fbb0e64b5e9d61e9d7133e82e"
    },
    {
      "storm_id": "234939",
      "lat": 42.4342,
      "lon": -100.2213,
      "motion_east": 4.5,
      "motion_south": 0.0,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2129.0,
      "ebshear": 50.0,
      "srh01": 117.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 117.0
        },
        {
          "name": "hrrr_pwat",
          "value": 23.1075
        },
        {
          "name": "alignment",
          "value": 4.4556
        },
        {
          "name": "tau",
          "value": 0.6727
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0776
      },
      "coherence_score": 0.6727388501167297,
      "coherence_diagnostics": {
        "tau": 0.6727388501167297,
        "grad_tau": 0.11807192116975784,
        "torsion": 0.0,
        "alignment": 4.455569744110107,
        "S_field": 0.289302259683609,
        "Gamma_field": 0.3614441156387329,
        "S_over_Gamma": 0.8004066348075867,
        "Da": 21.36675453186035,
        "E_coh": 0.044426992535591125,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -100.42,
              42.58
            ],
            [
              -100.38,
              42.58
            ],
            [
              -100.36,
              42.56
            ],
            [
              -100.34,
              42.56
            ],
            [
              -100.32,
              42.53
            ],
            [
              -100.3,
              42.53
            ],
            [
              -100.23,
              42.47
            ],
            [
              -100.21,
              42.47
            ],
            [
              -100.19,
              42.49
            ],
            [
              -100.15,
              42.49
            ],
            [
              -100.14,
              42.48
            ],
            [
              -100.12,
              42.48
            ],
            [
              -100.12,
              42.45
            ],
            [
              -100.1,
              42.41
            ],
            [
              -100.06,
              42.38
            ],
            [
              -100.03,
              42.38
            ],
            [
              -99.99,
              42.34
            ],
            [
              -99.99,
              42.3
            ],
            [
              -100.0,
              42.3
            ],
            [
              -100.01,
              42.28
            ],
            [
              -100.03,
              42.27
            ],
            [
              -100.07,
              42.27
            ],
            [
              -100.11,
              42.29
            ],
            [
              -100.14,
              42.32
            ],
            [
              -100.18,
              42.33
            ],
            [
              -100.21,
              42.35
            ],
            [
              -100.23,
              42.35
            ],
            [
              -100.26,
              42.38
            ],
            [
              -100.27,
              42.38
            ],
            [
              -100.3,
              42.42
            ],
            [
              -100.32,
              42.42
            ],
            [
              -100.35,
              42.45
            ],
            [
              -100.35,
              42.46
            ],
            [
              -100.41,
              42.51
            ],
            [
              -100.42,
              42.54
            ],
            [
              -100.44,
              42.55
            ],
            [
              -100.44,
              42.57
            ],
            [
              -100.42,
              42.58
            ]
          ]
        ]
      },
      "raw_probability": 0.0776,
      "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": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "c7e07155025305c88ca81ccaab63d30a8b38d18be02aae988d593eed6b9e77bb",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.0776,
        "probability": 0.000905,
        "confidence_lo": 0.000774,
        "confidence_hi": 0.000905,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "074fa9bf70ddb65658d1ab27b5fcd7ed5013c74463bb4fb765b39db86acff364",
        "signature": {
          "alg": "ed25519",
          "sig": "b1fa5e6508a7cf2d3ff68a97c3b6941535fdb7cc02b715fe9bf83869571fcf5801b88db7d2164def469c797906760e7daaa84dc7b201016cb8d1e0693b05f40e"
        }
      },
      "receipt_sha256": "074fa9bf70ddb65658d1ab27b5fcd7ed5013c74463bb4fb765b39db86acff364"
    },
    {
      "storm_id": "234807",
      "lat": 39.12,
      "lon": -107.7147,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 240.0,
      "ebshear": 19.0,
      "srh01": 32.0,
      "maxllaz": 0.003,
      "mesh": 0.09,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 32.0
        },
        {
          "name": "hrrr_pwat",
          "value": 19.2325
        },
        {
          "name": "alignment",
          "value": 3.4463
        },
        {
          "name": "tau",
          "value": 0.3869
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0749
      },
      "coherence_score": 0.3868557810783386,
      "coherence_diagnostics": {
        "tau": 0.3868557810783386,
        "grad_tau": 0.03688875585794449,
        "torsion": 0.0,
        "alignment": 3.446337938308716,
        "S_field": 0.13212525844573975,
        "Gamma_field": 0.32477742433547974,
        "S_over_Gamma": 0.40681785345077515,
        "Da": 19.381031036376953,
        "E_coh": 0.16095075011253357,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -107.66,
              39.17
            ],
            [
              -107.65,
              39.16
            ],
            [
              -107.62,
              39.16
            ],
            [
              -107.62,
              39.11
            ],
            [
              -107.64,
              39.09
            ],
            [
              -107.7,
              39.09
            ],
            [
              -107.71,
              39.1
            ],
            [
              -107.73,
              39.1
            ],
            [
              -107.8,
              39.05
            ],
            [
              -107.81,
              39.05
            ],
            [
              -107.83,
              39.07
            ],
            [
              -107.83,
              39.12
            ],
            [
              -107.81,
              39.14
            ],
            [
              -107.71,
              39.14
            ],
            [
              -107.7,
              39.16
            ],
            [
              -107.67,
              39.16
            ],
            [
              -107.66,
              39.17
            ]
          ]
        ]
      },
      "raw_probability": 0.0749,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "85e09c5ccc44556bbb5cf4b214580f784b0ae8268a39ca5f87ea3d4ad4fb6e21",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.0749,
        "probability": 0.000761,
        "confidence_lo": 0.000713,
        "confidence_hi": 0.000761,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6326aa22ceef5766fef938059cb692c5ea904c7262696b0a1cf89cc510f6c741",
        "signature": {
          "alg": "ed25519",
          "sig": "d9419b45ab726e2a84fd5228f53c33ccd457333e2754c72b22c5825616566451bab3af9b70c744cbf67bbb3919378195b71e8dd4133e80fe3c7b421df3f32605"
        }
      },
      "receipt_sha256": "6326aa22ceef5766fef938059cb692c5ea904c7262696b0a1cf89cc510f6c741"
    },
    {
      "storm_id": "234968",
      "lat": 39.3282,
      "lon": -108.1727,
      "motion_east": 6.4,
      "motion_south": 0.4,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 350.0,
      "ebshear": 18.0,
      "srh01": 41.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 41.0
        },
        {
          "name": "hrrr_pwat",
          "value": 28.8575
        },
        {
          "name": "alignment",
          "value": 8.3995
        },
        {
          "name": "tau",
          "value": 0.3521
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0744
      },
      "coherence_score": 0.3520708680152893,
      "coherence_diagnostics": {
        "tau": 0.3520708680152893,
        "grad_tau": 0.030045974999666214,
        "torsion": 0.0,
        "alignment": 8.399541854858398,
        "S_field": 0.1501842439174652,
        "Gamma_field": 0.586444079875946,
        "S_over_Gamma": 0.25609302520751953,
        "Da": 35.02934646606445,
        "E_coh": 0.24654558300971985,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -108.17,
              39.36
            ],
            [
              -108.14,
              39.36
            ],
            [
              -108.14,
              39.33
            ],
            [
              -108.15,
              39.32
            ],
            [
              -108.15,
              39.3
            ],
            [
              -108.18,
              39.29
            ],
            [
              -108.19,
              39.3
            ],
            [
              -108.19,
              39.32
            ],
            [
              -108.21,
              39.33
            ],
            [
              -108.21,
              39.34
            ],
            [
              -108.17,
              39.36
            ]
          ]
        ]
      },
      "raw_probability": 0.0744,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "33b79a74c547bee97bff3dc7fd9387adaa6ad7f092a67b4c15a11d0093db01ea",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.0744,
        "probability": 0.000761,
        "confidence_lo": 0.000713,
        "confidence_hi": 0.000761,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d6332a162cafc89e67b11c7b26747f45fdacbbd96b0f367cb0762e9fa821fb05",
        "signature": {
          "alg": "ed25519",
          "sig": "8d504d3be6ba199bdffedc3e1df963dc4f3b8618f58d751afde6a29cdb377a2ece196f9c49cb2cdb85af1d648a6201cfadec52f51a7ad59e84c575f933bde000"
        }
      },
      "receipt_sha256": "d6332a162cafc89e67b11c7b26747f45fdacbbd96b0f367cb0762e9fa821fb05"
    },
    {
      "storm_id": "234838",
      "lat": 44.1892,
      "lon": -102.7117,
      "motion_east": 3.1,
      "motion_south": -1.0,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 325.0,
      "ebshear": 32.0,
      "srh01": 53.0,
      "maxllaz": 0.002,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 53.0
        },
        {
          "name": "hrrr_pwat",
          "value": 29.4825
        },
        {
          "name": "alignment",
          "value": 3.7236
        },
        {
          "name": "tau",
          "value": 0.6134
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0743
      },
      "coherence_score": 0.6133872866630554,
      "coherence_diagnostics": {
        "tau": 0.6133872866630554,
        "grad_tau": 0.08306882530450821,
        "torsion": 0.0,
        "alignment": 3.7235803604125977,
        "S_field": 0.41514521837234497,
        "Gamma_field": 0.6106107831001282,
        "S_over_Gamma": 0.6798851490020752,
        "Da": 38.20897674560547,
        "E_coh": 0.32998108863830566,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -102.7,
              44.23
            ],
            [
              -102.68,
              44.23
            ],
            [
              -102.66,
              44.21
            ],
            [
              -102.66,
              44.18
            ],
            [
              -102.69,
              44.14
            ],
            [
              -102.72,
              44.14
            ],
            [
              -102.74,
              44.13
            ],
            [
              -102.76,
              44.15
            ],
            [
              -102.77,
              44.19
            ],
            [
              -102.75,
              44.22
            ],
            [
              -102.71,
              44.22
            ],
            [
              -102.7,
              44.23
            ]
          ]
        ]
      },
      "raw_probability": 0.0743,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "0b0c27f9c2874adb20ea0d3033dd15e9678c8e0d78fc061281a1922d5e62848a",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.0743,
        "probability": 0.000761,
        "confidence_lo": 0.000713,
        "confidence_hi": 0.000761,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9f27265dcf2de4a7fe708bf5031a2ed2ab2e7e1abc2d6e735a8ff0e606b0a687",
        "signature": {
          "alg": "ed25519",
          "sig": "369f0e52b9fdbd1f6bb3399ce0bf4529b915a7ba6df04cb7b6f9fbb8ae35574348770e864be6336cbfd114321f082f9f0f8b07d81d57c525b620fb7bb5095e0e"
        }
      },
      "receipt_sha256": "9f27265dcf2de4a7fe708bf5031a2ed2ab2e7e1abc2d6e735a8ff0e606b0a687"
    },
    {
      "storm_id": "234883",
      "lat": 47.5138,
      "lon": -119.2013,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 553.0,
      "ebshear": 37.0,
      "srh01": 9.0,
      "maxllaz": 0.001,
      "mesh": 0.28,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 9.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.2325
        },
        {
          "name": "alignment",
          "value": -0.9937
        },
        {
          "name": "tau",
          "value": 0.2134
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0726
      },
      "coherence_score": 0.21341219544410706,
      "coherence_diagnostics": {
        "tau": 0.21341219544410706,
        "grad_tau": 0.06824669241905212,
        "torsion": 0.0,
        "alignment": -0.9936695694923401,
        "S_field": 0.06277361512184143,
        "Gamma_field": 0.17061075568199158,
        "S_over_Gamma": 0.3679346740245819,
        "Da": 10.56367015838623,
        "E_coh": 0.31767407059669495,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -119.2,
              47.56
            ],
            [
              -119.16,
              47.54
            ],
            [
              -119.16,
              47.49
            ],
            [
              -119.18,
              47.47
            ],
            [
              -119.23,
              47.47
            ],
            [
              -119.24,
              47.49
            ],
            [
              -119.24,
              47.53
            ],
            [
              -119.2,
              47.56
            ]
          ]
        ]
      },
      "raw_probability": 0.0726,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "17fb14e9104cdcfb587228ef5c17cf58edd4851038cddc3e6c0c198fa27cc316",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.0726,
        "probability": 0.000761,
        "confidence_lo": 0.000713,
        "confidence_hi": 0.000761,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "419dd8720f3b24643feeb6861c92ea7e43c1ab743aadfdca3d50fda14bf9d0a5",
        "signature": {
          "alg": "ed25519",
          "sig": "06aa55da0e8b8c8a3a12ff797b5fa61818d2d27abb4a5c406815a3881dc29a6bb61a2ce594d748cfe69d722d589cd57932e3495b895b84a5b2dcc5136505840a"
        }
      },
      "receipt_sha256": "419dd8720f3b24643feeb6861c92ea7e43c1ab743aadfdca3d50fda14bf9d0a5"
    },
    {
      "storm_id": "234675",
      "lat": 43.8174,
      "lon": -102.6037,
      "motion_east": 4.7,
      "motion_south": 0.0,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 491.0,
      "ebshear": 37.0,
      "srh01": 47.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 47.0
        },
        {
          "name": "hrrr_pwat",
          "value": 29.4825
        },
        {
          "name": "alignment",
          "value": 3.7236
        },
        {
          "name": "tau",
          "value": 0.6134
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0719
      },
      "coherence_score": 0.6133872866630554,
      "coherence_diagnostics": {
        "tau": 0.6133872866630554,
        "grad_tau": 0.08306882530450821,
        "torsion": 0.0,
        "alignment": 3.7235803604125977,
        "S_field": 0.41514521837234497,
        "Gamma_field": 0.6106107831001282,
        "S_over_Gamma": 0.6798851490020752,
        "Da": 38.20897674560547,
        "E_coh": 0.32998108863830566,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -102.56,
              43.92
            ],
            [
              -102.53,
              43.92
            ],
            [
              -102.49,
              43.89
            ],
            [
              -102.49,
              43.84
            ],
            [
              -102.52,
              43.81
            ],
            [
              -102.52,
              43.79
            ],
            [
              -102.56,
              43.76
            ],
            [
              -102.6,
              43.76
            ],
            [
              -102.64,
              43.78
            ],
            [
              -102.66,
              43.76
            ],
            [
              -102.66,
              43.75
            ],
            [
              -102.67,
              43.75
            ],
            [
              -102.69,
              43.77
            ],
            [
              -102.7,
              43.77
            ],
            [
              -102.69,
              43.81
            ],
            [
              -102.66,
              43.82
            ],
            [
              -102.64,
              43.84
            ],
            [
              -102.63,
              43.87
            ],
            [
              -102.56,
              43.92
            ]
          ]
        ]
      },
      "raw_probability": 0.0719,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "82ccbfec5c279081ffa6ff7f1634d21c8da48993342c345c426b55ff5612a56f",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.0719,
        "probability": 0.000761,
        "confidence_lo": 0.000713,
        "confidence_hi": 0.000761,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "345b703010721e2c3902d4b7aac39c635aa15996a2d55f31e5d8307be4af4fda",
        "signature": {
          "alg": "ed25519",
          "sig": "63a0290986ad8184bc3c20f5375e46917125e204a954bbb5ddd5e7aa1196c4f0deab121feff68b41a9b34b29b630ce911d8c5c870c9bb87c656739098c6f5c05"
        }
      },
      "receipt_sha256": "345b703010721e2c3902d4b7aac39c635aa15996a2d55f31e5d8307be4af4fda"
    },
    {
      "storm_id": "234995",
      "lat": 25.206,
      "lon": -96.077,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3434.0,
      "ebshear": 27.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.3575
        },
        {
          "name": "alignment",
          "value": 9.7314
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0676
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.417632520198822,
        "torsion": 0.0,
        "alignment": 9.731393814086914,
        "S_field": 0.605469822883606,
        "Gamma_field": 1.171444058418274,
        "S_over_Gamma": 0.5168576240539551,
        "Da": 68.4171371459961,
        "E_coh": 0.8107156157493591,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -96.1,
              25.27
            ],
            [
              -96.02,
              25.27
            ],
            [
              -96.02,
              25.17
            ],
            [
              -96.03,
              25.16
            ],
            [
              -96.05,
              25.17
            ],
            [
              -96.1,
              25.17
            ],
            [
              -96.11,
              25.16
            ],
            [
              -96.12,
              25.17
            ],
            [
              -96.12,
              25.25
            ],
            [
              -96.1,
              25.27
            ]
          ]
        ]
      },
      "raw_probability": 0.0676,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "b46252dc0ea28cb9f04fd31631dad756554e6622a5ad22b5b5b1cc14b30fb3dc",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.0676,
        "probability": 0.000761,
        "confidence_lo": 0.000713,
        "confidence_hi": 0.000761,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "661fe14dbccbe6af8d6052ffc9f91e075227ecc232a0d0d88cc07bf63151a650",
        "signature": {
          "alg": "ed25519",
          "sig": "d9967a3d0ae08f29005cc3e61858b86f546ae4da6b13f44019c454541035df6d0753276ee1f020ec3d5a231bad3e62aad06972d2dc6d48db64319c9bf5fa8e05"
        }
      },
      "receipt_sha256": "661fe14dbccbe6af8d6052ffc9f91e075227ecc232a0d0d88cc07bf63151a650"
    },
    {
      "storm_id": "233642",
      "lat": 44.3462,
      "lon": -102.765,
      "motion_east": 3.1,
      "motion_south": 0.0,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 207.0,
      "ebshear": 26.0,
      "srh01": 33.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 33.0
        },
        {
          "name": "hrrr_pwat",
          "value": 29.4825
        },
        {
          "name": "alignment",
          "value": 3.7236
        },
        {
          "name": "tau",
          "value": 0.6134
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0663
      },
      "coherence_score": 0.6133872866630554,
      "coherence_diagnostics": {
        "tau": 0.6133872866630554,
        "grad_tau": 0.08306882530450821,
        "torsion": 0.0,
        "alignment": 3.7235803604125977,
        "S_field": 0.41514521837234497,
        "Gamma_field": 0.6106107831001282,
        "S_over_Gamma": 0.6798851490020752,
        "Da": 38.20897674560547,
        "E_coh": 0.32998108863830566,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 5,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -102.79,
              44.37
            ],
            [
              -102.74,
              44.37
            ],
            [
              -102.73,
              44.36
            ],
            [
              -102.73,
              44.32
            ],
            [
              -102.74,
              44.31
            ],
            [
              -102.8,
              44.31
            ],
            [
              -102.8,
              44.36
            ],
            [
              -102.79,
              44.37
            ]
          ]
        ]
      },
      "raw_probability": 0.0663,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "b97b926d3f1f2f34bf307f680325e38490f0fda50c7266839eea58f09a84a1c8",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.0663,
        "probability": 0.000761,
        "confidence_lo": 0.000713,
        "confidence_hi": 0.000761,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a82f1575e417afc160bfd78145eff79b7a419fa978ae63196412849e2d638123",
        "signature": {
          "alg": "ed25519",
          "sig": "00163acea57798c8487161c28f3900e6959e73085694b9b2a78026a57729857a3711bd83ccbdc524d3bd5ec190b3dd485f09bc7833b67f0ebd47bcfc5c065c01"
        }
      },
      "receipt_sha256": "a82f1575e417afc160bfd78145eff79b7a419fa978ae63196412849e2d638123"
    },
    {
      "storm_id": "234796",
      "lat": 44.8141,
      "lon": -99.98,
      "motion_east": 3.3,
      "motion_south": -3.0,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 255.0,
      "ebshear": 43.0,
      "srh01": 67.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 67.0
        },
        {
          "name": "hrrr_pwat",
          "value": 28.8575
        },
        {
          "name": "alignment",
          "value": 2.143
        },
        {
          "name": "tau",
          "value": 0.6644
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0657
      },
      "coherence_score": 0.6643849611282349,
      "coherence_diagnostics": {
        "tau": 0.6643849611282349,
        "grad_tau": 0.02080937661230564,
        "torsion": 0.0,
        "alignment": 2.142954111099243,
        "S_field": 0.2306060492992401,
        "Gamma_field": 0.7647774815559387,
        "S_over_Gamma": 0.3015335202217102,
        "Da": 46.12409591674805,
        "E_coh": 0.06729947775602341,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -100.05,
              44.86
            ],
            [
              -99.98,
              44.86
            ],
            [
              -99.95,
              44.84
            ],
            [
              -99.91,
              44.85
            ],
            [
              -99.89,
              44.84
            ],
            [
              -99.89,
              44.81
            ],
            [
              -99.88,
              44.8
            ],
            [
              -99.91,
              44.78
            ],
            [
              -99.93,
              44.78
            ],
            [
              -99.94,
              44.79
            ],
            [
              -99.99,
              44.79
            ],
            [
              -100.0,
              44.8
            ],
            [
              -100.04,
              44.78
            ],
            [
              -100.07,
              44.78
            ],
            [
              -100.09,
              44.79
            ],
            [
              -100.09,
              44.83
            ],
            [
              -100.05,
              44.86
            ]
          ]
        ]
      },
      "raw_probability": 0.0657,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "eb060c7f4f853570157507175a4bf54635142ea4756e8a38fcfd987929493fcc",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.0657,
        "probability": 0.000761,
        "confidence_lo": 0.000713,
        "confidence_hi": 0.000761,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9c82ec6a97032e5c06af74f858d42cb7423035be5d5f4be7d623b871010d98d6",
        "signature": {
          "alg": "ed25519",
          "sig": "4ed6b01b509b735149cb17b4cd9027f977673623c69fcf7658d22cb4d2401af7e75c546ffb0733061ff07f963932e7f59364f44e100761020d132585da927001"
        }
      },
      "receipt_sha256": "9c82ec6a97032e5c06af74f858d42cb7423035be5d5f4be7d623b871010d98d6"
    },
    {
      "storm_id": "234743",
      "lat": 28.6607,
      "lon": -78.9547,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3364.0,
      "ebshear": 9.0,
      "srh01": 43.0,
      "maxllaz": 0.002,
      "mesh": 0.43,
      "flash_rate": 25.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 43.0
        },
        {
          "name": "hrrr_pwat",
          "value": 29.1075
        },
        {
          "name": "alignment",
          "value": 3.3712
        },
        {
          "name": "tau",
          "value": 1.4807
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0626
      },
      "coherence_score": 1.4806675910949707,
      "coherence_diagnostics": {
        "tau": 1.4806675910949707,
        "grad_tau": 0.22664448618888855,
        "torsion": 0.0,
        "alignment": 3.3712377548217773,
        "S_field": 0.22766946256160736,
        "Gamma_field": 0.9181107878684998,
        "S_over_Gamma": 0.24797601997852325,
        "Da": 56.67228317260742,
        "E_coh": 0.8927704691886902,
        "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": [
          [
            [
              -78.96,
              28.75
            ],
            [
              -78.92,
              28.75
            ],
            [
              -78.92,
              28.7
            ],
            [
              -78.93,
              28.69
            ],
            [
              -78.93,
              28.67
            ],
            [
              -78.88,
              28.63
            ],
            [
              -78.88,
              28.6
            ],
            [
              -78.92,
              28.55
            ],
            [
              -78.98,
              28.56
            ],
            [
              -79.0,
              28.59
            ],
            [
              -79.0,
              28.62
            ],
            [
              -79.02,
              28.64
            ],
            [
              -79.02,
              28.7
            ],
            [
              -79.0,
              28.71
            ],
            [
              -78.96,
              28.75
            ]
          ]
        ]
      },
      "raw_probability": 0.0626,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "9138162be9fd6f7cc95833ba8c5784e91ab6f592fb1b2b991ec732a09b9c37df",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.0626,
        "probability": 0.000761,
        "confidence_lo": 0.000713,
        "confidence_hi": 0.000761,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f34e74997ff890489d6d0d3a1f68ee02b217f11bb9fab7a47461fb333ea666f3",
        "signature": {
          "alg": "ed25519",
          "sig": "86e22763341e5337cefe3acf129541944605abc15ba16e0966d288971867ffe8db0e16c935d5657aeb06161b4a01549f41b4177dfe5f3112ba53d434fca34400"
        }
      },
      "receipt_sha256": "f34e74997ff890489d6d0d3a1f68ee02b217f11bb9fab7a47461fb333ea666f3"
    },
    {
      "storm_id": "234535",
      "lat": 38.9952,
      "lon": -108.2857,
      "motion_east": 7.2,
      "motion_south": -5.0,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 346.0,
      "ebshear": 22.0,
      "srh01": 12.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 12.0
        },
        {
          "name": "hrrr_pwat",
          "value": 28.8575
        },
        {
          "name": "alignment",
          "value": 8.3995
        },
        {
          "name": "tau",
          "value": 0.3521
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0625
      },
      "coherence_score": 0.3520708680152893,
      "coherence_diagnostics": {
        "tau": 0.3520708680152893,
        "grad_tau": 0.030045974999666214,
        "torsion": 0.0,
        "alignment": 8.399541854858398,
        "S_field": 0.1501842439174652,
        "Gamma_field": 0.586444079875946,
        "S_over_Gamma": 0.25609302520751953,
        "Da": 35.02934646606445,
        "E_coh": 0.24654558300971985,
        "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": [
          [
            [
              -108.37,
              39.08
            ],
            [
              -108.3,
              39.08
            ],
            [
              -108.28,
              39.06
            ],
            [
              -108.27,
              39.06
            ],
            [
              -108.25,
              39.03
            ],
            [
              -108.25,
              38.99
            ],
            [
              -108.23,
              38.97
            ],
            [
              -108.19,
              38.97
            ],
            [
              -108.19,
              38.94
            ],
            [
              -108.2,
              38.94
            ],
            [
              -108.21,
              38.92
            ],
            [
              -108.23,
              38.92
            ],
            [
              -108.26,
              38.9
            ],
            [
              -108.26,
              38.93
            ],
            [
              -108.29,
              38.96
            ],
            [
              -108.32,
              38.96
            ],
            [
              -108.34,
              38.97
            ],
            [
              -108.4,
              39.02
            ],
            [
              -108.4,
              39.05
            ],
            [
              -108.39,
              39.07
            ],
            [
              -108.37,
              39.08
            ]
          ]
        ]
      },
      "raw_probability": 0.0625,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "e452a95f61b21a03ce78eee95f15d2e611d4ee3926f614a6e9c6f70a79bdfa7d",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.0625,
        "probability": 0.000761,
        "confidence_lo": 0.000713,
        "confidence_hi": 0.000761,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "29b663ec361faab6c8686c08dd2a210f63a688e4444b3e82a9285585caec736b",
        "signature": {
          "alg": "ed25519",
          "sig": "235f9fda320fd37ff320e33b7a03942ca986938cc699c1794f214c8940e4d481c66c65db8bf535e2bcbecb4d598e2bb0c5c1fb47821172534fef8b3370d1f102"
        }
      },
      "receipt_sha256": "29b663ec361faab6c8686c08dd2a210f63a688e4444b3e82a9285585caec736b"
    },
    {
      "storm_id": "234785",
      "lat": 37.3385,
      "lon": -114.5077,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 636.0,
      "ebshear": 24.0,
      "srh01": 45.0,
      "maxllaz": 0.002,
      "mesh": 0.15,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 45.0
        },
        {
          "name": "hrrr_pwat",
          "value": 26.2325
        },
        {
          "name": "alignment",
          "value": 1.0951
        },
        {
          "name": "tau",
          "value": 0.3859
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0621
      },
      "coherence_score": 0.3858526945114136,
      "coherence_diagnostics": {
        "tau": 0.3858526945114136,
        "grad_tau": 0.03680502250790596,
        "torsion": 0.0,
        "alignment": 1.095130443572998,
        "S_field": 0.18989184498786926,
        "Gamma_field": 0.5347774624824524,
        "S_over_Gamma": 0.35508573055267334,
        "Da": 32.820465087890625,
        "E_coh": 0.5983781814575195,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -114.51,
              37.38
            ],
            [
              -114.45,
              37.37
            ],
            [
              -114.42,
              37.34
            ],
            [
              -114.42,
              37.32
            ],
            [
              -114.44,
              37.29
            ],
            [
              -114.46,
              37.28
            ],
            [
              -114.53,
              37.28
            ],
            [
              -114.58,
              37.32
            ],
            [
              -114.59,
              37.34
            ],
            [
              -114.59,
              37.36
            ],
            [
              -114.58,
              37.37
            ],
            [
              -114.52,
              37.37
            ],
            [
              -114.51,
              37.38
            ]
          ]
        ]
      },
      "raw_probability": 0.0621,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "8f786d366bb17f8c4cf9b96024dffd4800056afd815471900e5df8a2db30e851",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.0621,
        "probability": 0.000761,
        "confidence_lo": 0.000713,
        "confidence_hi": 0.000761,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6dc3153a2a687966dd7f2852cf79dcbe119e4d41a5ced67199bc4dc099d802e6",
        "signature": {
          "alg": "ed25519",
          "sig": "2ac4c3da86e188c57ec395f98f0ca56d0560c60a6d22170b8f515fd17a8cc042f475e40c840865bfd55261ac44962c65201d4a8eb451b82356f08f4558a54b0d"
        }
      },
      "receipt_sha256": "6dc3153a2a687966dd7f2852cf79dcbe119e4d41a5ced67199bc4dc099d802e6"
    },
    {
      "storm_id": "234140",
      "lat": 30.5292,
      "lon": -106.54,
      "motion_east": 3.2,
      "motion_south": -1.0,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 585.0,
      "ebshear": 14.0,
      "srh01": 2.0,
      "maxllaz": 0.004,
      "mesh": 0.1,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 2.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.6075
        },
        {
          "name": "alignment",
          "value": -4.6715
        },
        {
          "name": "tau",
          "value": 0.5988
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0613
      },
      "coherence_score": 0.5988243818283081,
      "coherence_diagnostics": {
        "tau": 0.5988243818283081,
        "grad_tau": 0.09242112189531326,
        "torsion": 0.0,
        "alignment": -4.67149543762207,
        "S_field": 0.3101365268230438,
        "Gamma_field": 0.3214440941810608,
        "S_over_Gamma": 0.9648225903511047,
        "Da": 18.80242347717285,
        "E_coh": 0.6896907687187195,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -106.57,
              30.57
            ],
            [
              -106.52,
              30.57
            ],
            [
              -106.51,
              30.56
            ],
            [
              -106.49,
              30.56
            ],
            [
              -106.47,
              30.54
            ],
            [
              -106.47,
              30.51
            ],
            [
              -106.48,
              30.49
            ],
            [
              -106.51,
              30.47
            ],
            [
              -106.58,
              30.47
            ],
            [
              -106.62,
              30.51
            ],
            [
              -106.62,
              30.52
            ],
            [
              -106.61,
              30.54
            ],
            [
              -106.57,
              30.57
            ]
          ]
        ]
      },
      "raw_probability": 0.0613,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "3e4ce10e61ad540220d7cf3dde40f7df3223e57759e5f1ecf5c55d57373cee12",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.0613,
        "probability": 0.000761,
        "confidence_lo": 0.000713,
        "confidence_hi": 0.000761,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "860b458e93a4872a12d7ebb1f86c69b45fb8ec46dcd22ed615becf902e10cd5f",
        "signature": {
          "alg": "ed25519",
          "sig": "139cf59f9390a5f7775277ba93bfdf345d95c19f799a4afe91d37eeca3c7a50eb22f090e4db25185babc8e3776643df6dab65134a36f5c697d892b723f85dc08"
        }
      },
      "receipt_sha256": "860b458e93a4872a12d7ebb1f86c69b45fb8ec46dcd22ed615becf902e10cd5f"
    },
    {
      "storm_id": "234853",
      "lat": 24.4208,
      "lon": -96.665,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3494.0,
      "ebshear": 26.0,
      "srh01": 0.0,
      "maxllaz": 0.002,
      "mesh": 0.32,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.3575
        },
        {
          "name": "alignment",
          "value": 9.7314
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0608
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.417632520198822,
        "torsion": 0.0,
        "alignment": 9.731393814086914,
        "S_field": 0.605469822883606,
        "Gamma_field": 1.171444058418274,
        "S_over_Gamma": 0.5168576240539551,
        "Da": 68.4171371459961,
        "E_coh": 0.8107156157493591,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -96.68,
              24.49
            ],
            [
              -96.58,
              24.49
            ],
            [
              -96.6,
              24.41
            ],
            [
              -96.62,
              24.39
            ],
            [
              -96.64,
              24.35
            ],
            [
              -96.68,
              24.35
            ],
            [
              -96.7,
              24.37
            ],
            [
              -96.7,
              24.39
            ],
            [
              -96.71,
              24.4
            ],
            [
              -96.69,
              24.44
            ],
            [
              -96.7,
              24.48
            ],
            [
              -96.68,
              24.49
            ]
          ]
        ]
      },
      "raw_probability": 0.0608,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "4e58b681f083d99af21c518a001fb7d9c060854b093831fc801183d851ac1993",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.0608,
        "probability": 0.000761,
        "confidence_lo": 0.000713,
        "confidence_hi": 0.000761,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3c6075749fa83899db265d9ac15c2d1af2f5aad35a484678a9aefbee469e27e4",
        "signature": {
          "alg": "ed25519",
          "sig": "b8fa9c6f930553f4660afc2fa40e935a32f515c69b2a6b3c031d96305d7beaca6f3467906bfa1e25dd9c4d6fda3422a1c04708a90926e94b83a600785e340901"
        }
      },
      "receipt_sha256": "3c6075749fa83899db265d9ac15c2d1af2f5aad35a484678a9aefbee469e27e4"
    },
    {
      "storm_id": "234879",
      "lat": 30.322,
      "lon": -106.839,
      "motion_east": 4.5,
      "motion_south": 0.0,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1085.0,
      "ebshear": 19.0,
      "srh01": 5.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 5.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.6075
        },
        {
          "name": "alignment",
          "value": -4.6715
        },
        {
          "name": "tau",
          "value": 0.5988
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0606
      },
      "coherence_score": 0.5988243818283081,
      "coherence_diagnostics": {
        "tau": 0.5988243818283081,
        "grad_tau": 0.09242112189531326,
        "torsion": 0.0,
        "alignment": -4.67149543762207,
        "S_field": 0.3101365268230438,
        "Gamma_field": 0.3214440941810608,
        "S_over_Gamma": 0.9648225903511047,
        "Da": 18.80242347717285,
        "E_coh": 0.6896907687187195,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -106.86,
              30.37
            ],
            [
              -106.85,
              30.37
            ],
            [
              -106.8,
              30.32
            ],
            [
              -106.79,
              30.32
            ],
            [
              -106.79,
              30.28
            ],
            [
              -106.82,
              30.26
            ],
            [
              -106.86,
              30.26
            ],
            [
              -106.9,
              30.31
            ],
            [
              -106.86,
              30.36
            ],
            [
              -106.86,
              30.37
            ]
          ]
        ]
      },
      "raw_probability": 0.0606,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "8d7e0b9e32fdb03ea31bbc2dee49b3f67697a78b2c3aff5c8712d14408649beb",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.0606,
        "probability": 0.000761,
        "confidence_lo": 0.000713,
        "confidence_hi": 0.000761,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "789c446fb54b6f8ef6feaaa1065bdc5814fbb12102940d202ac512c7efe0ebd4",
        "signature": {
          "alg": "ed25519",
          "sig": "558149b973739f8a48d18c06648a6ec34ea39e944a68d970928a7f9df2f7936124fd3accc0b27121213b1e6c49a647dcb07283334be9e00e5395ca69a222be02"
        }
      },
      "receipt_sha256": "789c446fb54b6f8ef6feaaa1065bdc5814fbb12102940d202ac512c7efe0ebd4"
    },
    {
      "storm_id": "234931",
      "lat": 34.3464,
      "lon": -113.1736,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1066.0,
      "ebshear": 21.0,
      "srh01": 45.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 45.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.3575
        },
        {
          "name": "alignment",
          "value": 1.133
        },
        {
          "name": "tau",
          "value": 0.449
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0601
      },
      "coherence_score": 0.4489502012729645,
      "coherence_diagnostics": {
        "tau": 0.4489502012729645,
        "grad_tau": 0.026400083675980568,
        "torsion": 0.0,
        "alignment": 1.1330057382583618,
        "S_field": 0.06693625450134277,
        "Gamma_field": 0.41811075806617737,
        "S_over_Gamma": 0.16009216010570526,
        "Da": 24.313077926635742,
        "E_coh": 0.43440720438957214,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -113.19,
              34.41
            ],
            [
              -113.11,
              34.41
            ],
            [
              -113.09,
              34.39
            ],
            [
              -113.09,
              34.35
            ],
            [
              -113.12,
              34.32
            ],
            [
              -113.16,
              34.3
            ],
            [
              -113.17,
              34.31
            ],
            [
              -113.19,
              34.3
            ],
            [
              -113.2,
              34.31
            ],
            [
              -113.22,
              34.31
            ],
            [
              -113.22,
              34.32
            ],
            [
              -113.24,
              34.34
            ],
            [
              -113.24,
              34.37
            ],
            [
              -113.19,
              34.41
            ]
          ]
        ]
      },
      "raw_probability": 0.0601,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "0a70c79cd9a754c1ecca89e00dd69e5f04ddd937fa8846b6121de9fff78199d2",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.0601,
        "probability": 0.000761,
        "confidence_lo": 0.000713,
        "confidence_hi": 0.000761,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "efc68672ea723bb4c3285ca601beb7e9aea66381525a92c7ad336395d3068380",
        "signature": {
          "alg": "ed25519",
          "sig": "0724357656ae0264216fb6340a52843e5ae956a1dbce491230b7fa9cd3f1aa5ad2c11558862685a6b6f6be601067476d6a687a34b019f7d855be6b373379570e"
        }
      },
      "receipt_sha256": "efc68672ea723bb4c3285ca601beb7e9aea66381525a92c7ad336395d3068380"
    },
    {
      "storm_id": "234881",
      "lat": 47.7856,
      "lon": -118.9963,
      "motion_east": 5.8,
      "motion_south": 1.1,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 637.0,
      "ebshear": 31.0,
      "srh01": 0.0,
      "maxllaz": 0.002,
      "mesh": 0.13,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.2325
        },
        {
          "name": "alignment",
          "value": -0.9937
        },
        {
          "name": "tau",
          "value": 0.2134
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0598
      },
      "coherence_score": 0.21341219544410706,
      "coherence_diagnostics": {
        "tau": 0.21341219544410706,
        "grad_tau": 0.06824669241905212,
        "torsion": 0.0,
        "alignment": -0.9936695694923401,
        "S_field": 0.06277361512184143,
        "Gamma_field": 0.17061075568199158,
        "S_over_Gamma": 0.3679346740245819,
        "Da": 10.56367015838623,
        "E_coh": 0.31767407059669495,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -118.98,
              47.83
            ],
            [
              -118.95,
              47.83
            ],
            [
              -118.94,
              47.82
            ],
            [
              -118.94,
              47.8
            ],
            [
              -118.93,
              47.79
            ],
            [
              -118.93,
              47.77
            ],
            [
              -118.94,
              47.76
            ],
            [
              -119.01,
              47.76
            ],
            [
              -119.03,
              47.74
            ],
            [
              -119.05,
              47.76
            ],
            [
              -119.09,
              47.76
            ],
            [
              -119.08,
              47.77
            ],
            [
              -119.05,
              47.77
            ],
            [
              -119.03,
              47.79
            ],
            [
              -119.01,
              47.79
            ],
            [
              -118.98,
              47.83
            ]
          ]
        ]
      },
      "raw_probability": 0.0598,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "ba7278bec7600579180e3271032c980c0fdaa5974aa0730da4f42cf756bdbd28",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.0598,
        "probability": 0.000761,
        "confidence_lo": 0.000713,
        "confidence_hi": 0.000761,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "223cd3ce16e8dd6e7d9cee44992e421fb077cd1770b017e6a61df5d188d9d9e5",
        "signature": {
          "alg": "ed25519",
          "sig": "aed9d038d2fb377f04aa666d366b7fcb2406dd8c888bb05e8fcb7bf1a1d350cd45774ace3b907d6b836e1c244a6cd0ce519803ac953e9fc49f1ca32cd5a33602"
        }
      },
      "receipt_sha256": "223cd3ce16e8dd6e7d9cee44992e421fb077cd1770b017e6a61df5d188d9d9e5"
    },
    {
      "storm_id": "234949",
      "lat": 37.2643,
      "lon": -114.3343,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 618.0,
      "ebshear": 23.0,
      "srh01": 43.0,
      "maxllaz": 0.002,
      "mesh": 0.24,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 43.0
        },
        {
          "name": "hrrr_pwat",
          "value": 26.2325
        },
        {
          "name": "alignment",
          "value": 1.0951
        },
        {
          "name": "tau",
          "value": 0.3859
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0596
      },
      "coherence_score": 0.3858526945114136,
      "coherence_diagnostics": {
        "tau": 0.3858526945114136,
        "grad_tau": 0.03680502250790596,
        "torsion": 0.0,
        "alignment": 1.095130443572998,
        "S_field": 0.18989184498786926,
        "Gamma_field": 0.5347774624824524,
        "S_over_Gamma": 0.35508573055267334,
        "Da": 32.820465087890625,
        "E_coh": 0.5983781814575195,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -114.33,
              37.3
            ],
            [
              -114.31,
              37.29
            ],
            [
              -114.31,
              37.25
            ],
            [
              -114.33,
              37.23
            ],
            [
              -114.35,
              37.23
            ],
            [
              -114.38,
              37.25
            ],
            [
              -114.33,
              37.3
            ]
          ]
        ]
      },
      "raw_probability": 0.0596,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "4947d1553cfa041a7ca7281ab48753be91a714ba9e4ba7b0832c336937be4380",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.0596,
        "probability": 0.000761,
        "confidence_lo": 0.000713,
        "confidence_hi": 0.000761,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d262efcca17799acc511271b6637cbf6d1945f3e4410712c2ccb68e20e362173",
        "signature": {
          "alg": "ed25519",
          "sig": "5559004415e9aa2976c8475b3cc41c047d03562e6b6ec8de18552507481505d1f91fff29bc7cfa154876950d37a5d7b10549ee11da2f47a96cca87b4684cd009"
        }
      },
      "receipt_sha256": "d262efcca17799acc511271b6637cbf6d1945f3e4410712c2ccb68e20e362173"
    },
    {
      "storm_id": "234972",
      "lat": 26.215,
      "lon": -96.6606,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3839.0,
      "ebshear": 30.0,
      "srh01": 0.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.1075
        },
        {
          "name": "alignment",
          "value": 9.9583
        },
        {
          "name": "tau",
          "value": 0.4176
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.059
      },
      "coherence_score": 0.417632520198822,
      "coherence_diagnostics": {
        "tau": 0.417632520198822,
        "grad_tau": 0.4591817259788513,
        "torsion": 0.0,
        "alignment": 9.958314895629883,
        "S_field": 0.38930463790893555,
        "Gamma_field": 1.5106106996536255,
        "S_over_Gamma": 0.2577134072780609,
        "Da": 86.48939514160156,
        "E_coh": 0.8636434078216553,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -96.66,
              26.26
            ],
            [
              -96.65,
              26.26
            ],
            [
              -96.64,
              26.24
            ],
            [
              -96.6,
              26.24
            ],
            [
              -96.6,
              26.22
            ],
            [
              -96.64,
              26.18
            ],
            [
              -96.63,
              26.16
            ],
            [
              -96.65,
              26.16
            ],
            [
              -96.67,
              26.2
            ],
            [
              -96.68,
              26.18
            ],
            [
              -96.72,
              26.18
            ],
            [
              -96.7,
              26.2
            ],
            [
              -96.71,
              26.22
            ],
            [
              -96.69,
              26.24
            ],
            [
              -96.67,
              26.24
            ],
            [
              -96.66,
              26.26
            ]
          ]
        ]
      },
      "raw_probability": 0.059,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "998db71b2e9ee165ceb1f2c24264e47a8b60d233f222d31e1c8bacb0eb0d2942",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.059,
        "probability": 0.000761,
        "confidence_lo": 0.000713,
        "confidence_hi": 0.000761,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1e916852e6eb1b7fa39c068a9384a822f70131c6c17898241c8188931e8ce03a",
        "signature": {
          "alg": "ed25519",
          "sig": "a16d58ae00a6101f6b33fb4782e31bc764db3df52f72416a823e8e12792283db6009807681eac2b13f00ecf0bd153fdefe9ec02a48615ce621fdabe6b66c6d0a"
        }
      },
      "receipt_sha256": "1e916852e6eb1b7fa39c068a9384a822f70131c6c17898241c8188931e8ce03a"
    },
    {
      "storm_id": "234833",
      "lat": 28.89,
      "lon": -78.5643,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3818.0,
      "ebshear": 12.0,
      "srh01": 43.0,
      "maxllaz": 0.001,
      "mesh": 0.15,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 43.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.6075
        },
        {
          "name": "alignment",
          "value": 0.9327
        },
        {
          "name": "tau",
          "value": 1.4943
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0584
      },
      "coherence_score": 1.4942762851715088,
      "coherence_diagnostics": {
        "tau": 1.4942762851715088,
        "grad_tau": 0.3532383441925049,
        "torsion": 0.0,
        "alignment": 0.9326597452163696,
        "S_field": 0.6094282269477844,
        "Gamma_field": 0.6356107592582703,
        "S_over_Gamma": 0.9588072896003723,
        "Da": 39.330196380615234,
        "E_coh": 0.9453336596488953,
        "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": [
          [
            [
              -78.56,
              28.92
            ],
            [
              -78.54,
              28.91
            ],
            [
              -78.54,
              28.87
            ],
            [
              -78.55,
              28.86
            ],
            [
              -78.6,
              28.86
            ],
            [
              -78.6,
              28.89
            ],
            [
              -78.56,
              28.92
            ]
          ]
        ]
      },
      "raw_probability": 0.0584,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "790fc2afbc2164405ef5fa9e9b74dc6922526a2c9f971b9d3fcd917c90114621",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.0584,
        "probability": 0.000728,
        "confidence_lo": 0.000713,
        "confidence_hi": 0.000728,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "075fa6e30adad2df257c472f539b1cc691d43d51576f1882001c9b714b3e45b3",
        "signature": {
          "alg": "ed25519",
          "sig": "90d9ff32f2667866f3e69775a24a7d5d64457a67e3de3ead3eb6335daf1df15c72c1c476af0b088b2c535bd692c525bcf9d37ff321d50850c5dd5067468ee00f"
        }
      },
      "receipt_sha256": "075fa6e30adad2df257c472f539b1cc691d43d51576f1882001c9b714b3e45b3"
    },
    {
      "storm_id": "234955",
      "lat": 47.9989,
      "lon": -118.7978,
      "motion_east": 2.6,
      "motion_south": -1.0,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 430.0,
      "ebshear": 30.0,
      "srh01": 19.0,
      "maxllaz": 0.001,
      "mesh": 0.09,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 19.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.2325
        },
        {
          "name": "alignment",
          "value": -0.9937
        },
        {
          "name": "tau",
          "value": 0.2134
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0579
      },
      "coherence_score": 0.21341219544410706,
      "coherence_diagnostics": {
        "tau": 0.21341219544410706,
        "grad_tau": 0.06824669241905212,
        "torsion": 0.0,
        "alignment": -0.9936695694923401,
        "S_field": 0.06277361512184143,
        "Gamma_field": 0.17061075568199158,
        "S_over_Gamma": 0.3679346740245819,
        "Da": 10.56367015838623,
        "E_coh": 0.31767407059669495,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -118.83,
              48.04
            ],
            [
              -118.75,
              48.02
            ],
            [
              -118.74,
              48.01
            ],
            [
              -118.74,
              47.95
            ],
            [
              -118.8,
              47.95
            ],
            [
              -118.82,
              47.97
            ],
            [
              -118.82,
              47.99
            ],
            [
              -118.85,
              48.02
            ],
            [
              -118.83,
              48.04
            ]
          ]
        ]
      },
      "raw_probability": 0.0579,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "fe2a72878b5f2d345374a1cf27fe69e05b889573c0f1f30f907f7357caf5b429",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.0579,
        "probability": 0.000728,
        "confidence_lo": 0.000713,
        "confidence_hi": 0.000728,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "634a5dc8f724b6c8af322bfd1abf39f54a543508f56aa9649ac3269ffa29986e",
        "signature": {
          "alg": "ed25519",
          "sig": "1d5f1b36e0e8d42596a916767c0f4ea9473ad48262e785d858237249ca681d83dfa8d4f49b45207a8b306f4a838689c757391344b49ddad2e5447634f9a6730e"
        }
      },
      "receipt_sha256": "634a5dc8f724b6c8af322bfd1abf39f54a543508f56aa9649ac3269ffa29986e"
    },
    {
      "storm_id": "234540",
      "lat": 48.2842,
      "lon": -97.9642,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 91.0,
      "ebshear": 16.0,
      "srh01": 28.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 28.0
        },
        {
          "name": "hrrr_pwat",
          "value": 23.1075
        },
        {
          "name": "alignment",
          "value": 1.361
        },
        {
          "name": "tau",
          "value": 0.3058
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0578
      },
      "coherence_score": 0.30576854944229126,
      "coherence_diagnostics": {
        "tau": 0.30576854944229126,
        "grad_tau": 0.2574898898601532,
        "torsion": 0.0,
        "alignment": 1.3610033988952637,
        "S_field": 0.14614816009998322,
        "Gamma_field": 0.17894409596920013,
        "S_over_Gamma": 0.8167252540588379,
        "Da": 10.402153015136719,
        "E_coh": 0.5821167230606079,
        "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": [
          [
            [
              -97.89,
              48.36
            ],
            [
              -97.86,
              48.32
            ],
            [
              -97.88,
              48.28
            ],
            [
              -97.9,
              48.28
            ],
            [
              -97.91,
              48.27
            ],
            [
              -97.96,
              48.27
            ],
            [
              -97.99,
              48.25
            ],
            [
              -97.98,
              48.24
            ],
            [
              -97.99,
              48.23
            ],
            [
              -98.07,
              48.21
            ],
            [
              -98.06,
              48.22
            ],
            [
              -98.06,
              48.25
            ],
            [
              -98.03,
              48.28
            ],
            [
              -98.03,
              48.29
            ],
            [
              -98.0,
              48.29
            ],
            [
              -97.98,
              48.3
            ],
            [
              -97.93,
              48.35
            ],
            [
              -97.91,
              48.35
            ],
            [
              -97.89,
              48.36
            ]
          ]
        ]
      },
      "raw_probability": 0.0578,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "df5cbef70fd1b9fe8558c6efba177d84deb510da431bfc9b0b13694ec3772213",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.0578,
        "probability": 0.000728,
        "confidence_lo": 0.000713,
        "confidence_hi": 0.000728,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5f33e2c5e7c1ace0144dd890396f1ad5d838815df53c3511e4c4a2c1c74d6130",
        "signature": {
          "alg": "ed25519",
          "sig": "a9215e5c01a14ad68af218ae69431baf68bc938a35fc123b474a23667977cf1bc68c20021aae6d5276792c5884710a719a5ac40ddf949c3899fcd8e596340c00"
        }
      },
      "receipt_sha256": "5f33e2c5e7c1ace0144dd890396f1ad5d838815df53c3511e4c4a2c1c74d6130"
    },
    {
      "storm_id": "234768",
      "lat": 47.7065,
      "lon": -109.9471,
      "motion_east": 4.4,
      "motion_south": -1.0,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 107.0,
      "ebshear": 26.0,
      "srh01": 15.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 15.0
        },
        {
          "name": "hrrr_pwat",
          "value": 20.4825
        },
        {
          "name": "alignment",
          "value": -3.4842
        },
        {
          "name": "tau",
          "value": 0.4759
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0577
      },
      "coherence_score": 0.47587233781814575,
      "coherence_diagnostics": {
        "tau": 0.47587233781814575,
        "grad_tau": 0.16525299847126007,
        "torsion": 0.0,
        "alignment": -3.484161376953125,
        "S_field": 0.18041089177131653,
        "Gamma_field": 0.22727742791175842,
        "S_over_Gamma": 0.7937915325164795,
        "Da": 14.079652786254883,
        "E_coh": 0.3187556266784668,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -110.01,
              47.74
            ],
            [
              -109.98,
              47.74
            ],
            [
              -109.97,
              47.73
            ],
            [
              -109.96,
              47.74
            ],
            [
              -109.95,
              47.73
            ],
            [
              -109.89,
              47.73
            ],
            [
              -109.88,
              47.72
            ],
            [
              -109.86,
              47.72
            ],
            [
              -109.86,
              47.66
            ],
            [
              -109.88,
              47.65
            ],
            [
              -109.89,
              47.66
            ],
            [
              -109.94,
              47.66
            ],
            [
              -109.97,
              47.68
            ],
            [
              -110.01,
              47.68
            ],
            [
              -110.02,
              47.7
            ],
            [
              -110.02,
              47.73
            ],
            [
              -110.01,
              47.74
            ]
          ]
        ]
      },
      "raw_probability": 0.0577,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "39822baf8d3064ca53fa55f0ea681159bfcb3a4e3dbb56000d21814ee7b2dc9d",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.0577,
        "probability": 0.000728,
        "confidence_lo": 0.000713,
        "confidence_hi": 0.000728,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7f621a0d9840500567a8ca6383266cee07fe85d2cf0836ddde6583707135906b",
        "signature": {
          "alg": "ed25519",
          "sig": "f547da035c85d1e9e1f79835eaa1469fc419bb9e5b93d077d6cf0c9561cb805421fab877587de0d2cd2afb46844431e0f227050a7d15c08e1fd4738580c42306"
        }
      },
      "receipt_sha256": "7f621a0d9840500567a8ca6383266cee07fe85d2cf0836ddde6583707135906b"
    },
    {
      "storm_id": "234951",
      "lat": 30.7144,
      "lon": -106.5211,
      "motion_east": 3.1,
      "motion_south": -1.0,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 794.0,
      "ebshear": 16.0,
      "srh01": 0.0,
      "maxllaz": 0.003,
      "mesh": 0.14,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.6075
        },
        {
          "name": "alignment",
          "value": -4.6715
        },
        {
          "name": "tau",
          "value": 0.5988
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0562
      },
      "coherence_score": 0.5988243818283081,
      "coherence_diagnostics": {
        "tau": 0.5988243818283081,
        "grad_tau": 0.09242112189531326,
        "torsion": 0.0,
        "alignment": -4.67149543762207,
        "S_field": 0.3101365268230438,
        "Gamma_field": 0.3214440941810608,
        "S_over_Gamma": 0.9648225903511047,
        "Da": 18.80242347717285,
        "E_coh": 0.6896907687187195,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -106.53,
              30.75
            ],
            [
              -106.5,
              30.75
            ],
            [
              -106.48,
              30.72
            ],
            [
              -106.49,
              30.69
            ],
            [
              -106.51,
              30.67
            ],
            [
              -106.53,
              30.67
            ],
            [
              -106.56,
              30.71
            ],
            [
              -106.56,
              30.72
            ],
            [
              -106.53,
              30.75
            ]
          ]
        ]
      },
      "raw_probability": 0.0562,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "f548c40a96b668a9e85d1b302c6be3c55a34fbe5c9a834ac4af394169efba132",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.0562,
        "probability": 0.000728,
        "confidence_lo": 0.000713,
        "confidence_hi": 0.000728,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "db60340296534ed60b8aef7c99545a5635ce72d41ef64223e3bbe83ba58e4e32",
        "signature": {
          "alg": "ed25519",
          "sig": "a2a9bba82636243c322cb3ee3281b2ded321974985bb00143286cfd4849af0c30ef4e464a69bdcb2d90e8582dbac258a0176cf6ed039184b998bbc36f8ce830a"
        }
      },
      "receipt_sha256": "db60340296534ed60b8aef7c99545a5635ce72d41ef64223e3bbe83ba58e4e32"
    },
    {
      "storm_id": "234367",
      "lat": 28.8064,
      "lon": -78.7591,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3301.0,
      "ebshear": 9.0,
      "srh01": 39.0,
      "maxllaz": 0.001,
      "mesh": 0.07,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 39.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.6075
        },
        {
          "name": "alignment",
          "value": 0.9327
        },
        {
          "name": "tau",
          "value": 1.4943
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.056
      },
      "coherence_score": 1.4942762851715088,
      "coherence_diagnostics": {
        "tau": 1.4942762851715088,
        "grad_tau": 0.3532383441925049,
        "torsion": 0.0,
        "alignment": 0.9326597452163696,
        "S_field": 0.6094282269477844,
        "Gamma_field": 0.6356107592582703,
        "S_over_Gamma": 0.9588072896003723,
        "Da": 39.330196380615234,
        "E_coh": 0.9453336596488953,
        "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": [
          [
            [
              -78.75,
              28.87
            ],
            [
              -78.71,
              28.87
            ],
            [
              -78.69,
              28.84
            ],
            [
              -78.69,
              28.78
            ],
            [
              -78.74,
              28.75
            ],
            [
              -78.76,
              28.75
            ],
            [
              -78.79,
              28.77
            ],
            [
              -78.81,
              28.77
            ],
            [
              -78.83,
              28.79
            ],
            [
              -78.83,
              28.81
            ],
            [
              -78.75,
              28.87
            ]
          ]
        ]
      },
      "raw_probability": 0.056,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "ffb675b99b2cc18ba3546f9d067d23b65d44f3d810f761b5296e31f9f2b11298",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.056,
        "probability": 0.000728,
        "confidence_lo": 0.000713,
        "confidence_hi": 0.000728,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "20d1f0bc509bb2a3e1046c00c14c71cabffcf2eeca9c450b9631816555c0cf17",
        "signature": {
          "alg": "ed25519",
          "sig": "f00bb94dd95e20f1bde64622f2257a6258863a42b47d0ed6c42f64d187845df1cf5be9f1f65954fe6b571cf7ed6320a7ca541503fa1f5206353324e936dc8102"
        }
      },
      "receipt_sha256": "20d1f0bc509bb2a3e1046c00c14c71cabffcf2eeca9c450b9631816555c0cf17"
    },
    {
      "storm_id": "234812",
      "lat": 48.138,
      "lon": -96.822,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 17.0,
      "ebshear": 3.0,
      "srh01": 3.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 3.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.7325
        },
        {
          "name": "alignment",
          "value": 2.9614
        },
        {
          "name": "tau",
          "value": 0.3054
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0557
      },
      "coherence_score": 0.3054122030735016,
      "coherence_diagnostics": {
        "tau": 0.3054122030735016,
        "grad_tau": 0.24382877349853516,
        "torsion": 0.0,
        "alignment": 2.96144437789917,
        "S_field": 0.17146968841552734,
        "Gamma_field": 0.17227742075920105,
        "S_over_Gamma": 0.995311439037323,
        "Da": 10.0933198928833,
        "E_coh": 0.6914812922477722,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -96.84,
              48.2
            ],
            [
              -96.79,
              48.2
            ],
            [
              -96.77,
              48.18
            ],
            [
              -96.77,
              48.12
            ],
            [
              -96.81,
              48.08
            ],
            [
              -96.81,
              48.07
            ],
            [
              -96.85,
              48.07
            ],
            [
              -96.87,
              48.1
            ],
            [
              -96.87,
              48.16
            ],
            [
              -96.84,
              48.2
            ]
          ]
        ]
      },
      "raw_probability": 0.0557,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "69c740b520345d5e8a3985ce3d1dbcf643d9b23ffbd79bab1160b98ea9af5e1e",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.0557,
        "probability": 0.000728,
        "confidence_lo": 0.000713,
        "confidence_hi": 0.000728,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9225dd84e598b5e6e76316ae3dd332c335bf110966b84fdede4a2c5679c8d40d",
        "signature": {
          "alg": "ed25519",
          "sig": "a2fddb70d60ebc964b3a55a055482ccf3af7bc9c2aedfdab53c0d51ff358767c691fc594f0971e4a04e8693f620ed820e36c228b280db7462244043312174302"
        }
      },
      "receipt_sha256": "9225dd84e598b5e6e76316ae3dd332c335bf110966b84fdede4a2c5679c8d40d"
    },
    {
      "storm_id": "234953",
      "lat": 26.0427,
      "lon": -95.2909,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3735.0,
      "ebshear": 22.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.3575
        },
        {
          "name": "alignment",
          "value": 6.3855
        },
        {
          "name": "tau",
          "value": 0.8819
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0553
      },
      "coherence_score": 0.8818695545196533,
      "coherence_diagnostics": {
        "tau": 0.8818695545196533,
        "grad_tau": 0.8821658492088318,
        "torsion": 0.0,
        "alignment": 6.385516166687012,
        "S_field": 0.8971848487854004,
        "Gamma_field": 0.8722774982452393,
        "S_over_Gamma": 1.0285544395446777,
        "Da": 48.796234130859375,
        "E_coh": 0.800847589969635,
        "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": [
          [
            [
              -95.32,
              26.07
            ],
            [
              -95.31,
              26.06
            ],
            [
              -95.24,
              26.07
            ],
            [
              -95.24,
              25.99
            ],
            [
              -95.26,
              26.03
            ],
            [
              -95.27,
              26.02
            ],
            [
              -95.28,
              26.04
            ],
            [
              -95.31,
              26.04
            ],
            [
              -95.32,
              26.03
            ],
            [
              -95.33,
              26.05
            ],
            [
              -95.32,
              26.07
            ]
          ]
        ]
      },
      "raw_probability": 0.0553,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "3f3385ae2f31461d528352b6747473d53838c46c9b2c5e5167dd1931faca2c04",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.0553,
        "probability": 0.000728,
        "confidence_lo": 0.000713,
        "confidence_hi": 0.000728,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "56d1464eac0122e12a14fe7bf19947535fa8fcd43fe30aba95622dc83741742d",
        "signature": {
          "alg": "ed25519",
          "sig": "085bc7c4e644cf9e51b385c7493416357af9a5cbdd1f3935e50ccf86d812f9cfcfa52a3a86b4e2481c41684a2296edd84b2005e98e18dcf0d98004e1213b0104"
        }
      },
      "receipt_sha256": "56d1464eac0122e12a14fe7bf19947535fa8fcd43fe30aba95622dc83741742d"
    },
    {
      "storm_id": "234783",
      "lat": 38.5067,
      "lon": -108.0144,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 610.0,
      "ebshear": 26.0,
      "srh01": 20.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 20.0
        },
        {
          "name": "hrrr_pwat",
          "value": 27.9825
        },
        {
          "name": "alignment",
          "value": -1.2003
        },
        {
          "name": "tau",
          "value": 0.3635
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.055
      },
      "coherence_score": 0.36346563696861267,
      "coherence_diagnostics": {
        "tau": 0.36346563696861267,
        "grad_tau": 0.021384697407484055,
        "torsion": 0.0,
        "alignment": -1.200287938117981,
        "S_field": 0.14645521342754364,
        "Gamma_field": 0.6189441084861755,
        "S_over_Gamma": 0.23662106692790985,
        "Da": 36.95380783081055,
        "E_coh": 0.03828668221831322,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -108.03,
              38.54
            ],
            [
              -107.95,
              38.53
            ],
            [
              -107.95,
              38.49
            ],
            [
              -108.0,
              38.46
            ],
            [
              -108.01,
              38.47
            ],
            [
              -108.06,
              38.47
            ],
            [
              -108.06,
              38.53
            ],
            [
              -108.04,
              38.53
            ],
            [
              -108.03,
              38.54
            ]
          ]
        ]
      },
      "raw_probability": 0.055,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "2efca9e75e788f5c0b401e4faa886d9abe458831f22166e21d773c85ece94d4b",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.055,
        "probability": 0.000728,
        "confidence_lo": 0.000713,
        "confidence_hi": 0.000728,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "fa494d8f8485b20a311b1e531ba1af0c420b43380df66bdb0eb06dccf67b2eda",
        "signature": {
          "alg": "ed25519",
          "sig": "c3c658f590ddc657704bb44b53c069c90beeb5adaa1ec8f3b81f791e7ee93e42e9a41148cc13339be70ee0523f6390906895f6d6777569c58e5309b8886b1b0b"
        }
      },
      "receipt_sha256": "fa494d8f8485b20a311b1e531ba1af0c420b43380df66bdb0eb06dccf67b2eda"
    },
    {
      "storm_id": "234541",
      "lat": 48.086,
      "lon": -97.14,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 90.0,
      "ebshear": 19.0,
      "srh01": 4.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 4.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.7325
        },
        {
          "name": "alignment",
          "value": 2.9614
        },
        {
          "name": "tau",
          "value": 0.3054
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0548
      },
      "coherence_score": 0.3054122030735016,
      "coherence_diagnostics": {
        "tau": 0.3054122030735016,
        "grad_tau": 0.24382877349853516,
        "torsion": 0.0,
        "alignment": 2.96144437789917,
        "S_field": 0.17146968841552734,
        "Gamma_field": 0.17227742075920105,
        "S_over_Gamma": 0.995311439037323,
        "Da": 10.0933198928833,
        "E_coh": 0.6914812922477722,
        "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": [
          [
            [
              -97.18,
              48.12
            ],
            [
              -97.08,
              48.12
            ],
            [
              -97.07,
              48.11
            ],
            [
              -97.08,
              48.06
            ],
            [
              -97.1,
              48.04
            ],
            [
              -97.16,
              48.04
            ],
            [
              -97.18,
              48.06
            ],
            [
              -97.18,
              48.09
            ],
            [
              -97.19,
              48.1
            ],
            [
              -97.18,
              48.12
            ]
          ]
        ]
      },
      "raw_probability": 0.0548,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "fc8eee2726be6921ee4cb07a8cea4800cb8067273ff0b6d10bad7a10bdf5f8db",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.0548,
        "probability": 0.000728,
        "confidence_lo": 0.000713,
        "confidence_hi": 0.000728,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "eb254b309080cb9914a2a5c39a2dc43a8ae8e588225eb09c1f3b38ba94f1dd30",
        "signature": {
          "alg": "ed25519",
          "sig": "13ebe842b77bfbc6dc89dd64ece6131ec47f06e5375dea35a497364e99c18279598f2992437da45b59e73b34f874110bddac7d10421f7a9d5d7de768ab40d101"
        }
      },
      "receipt_sha256": "eb254b309080cb9914a2a5c39a2dc43a8ae8e588225eb09c1f3b38ba94f1dd30"
    },
    {
      "storm_id": "234994",
      "lat": 26.569,
      "lon": -95.826,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3459.0,
      "ebshear": 26.0,
      "srh01": 0.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.3575
        },
        {
          "name": "alignment",
          "value": 1.7547
        },
        {
          "name": "tau",
          "value": 1.4041
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0547
      },
      "coherence_score": 1.4040876626968384,
      "coherence_diagnostics": {
        "tau": 1.4040876626968384,
        "grad_tau": 0.8817358016967773,
        "torsion": 0.0,
        "alignment": 1.7546719312667847,
        "S_field": 1.1150444746017456,
        "Gamma_field": 0.7289441227912903,
        "S_over_Gamma": 1.5296707153320312,
        "Da": 40.90704345703125,
        "E_coh": 0.8605810403823853,
        "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": [
          [
            [
              -95.86,
              26.62
            ],
            [
              -95.77,
              26.62
            ],
            [
              -95.77,
              26.53
            ],
            [
              -95.78,
              26.54
            ],
            [
              -95.81,
              26.54
            ],
            [
              -95.85,
              26.52
            ],
            [
              -95.86,
              26.54
            ],
            [
              -95.85,
              26.56
            ],
            [
              -95.85,
              26.6
            ],
            [
              -95.86,
              26.62
            ]
          ]
        ]
      },
      "raw_probability": 0.0547,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "fdd715735fa181414e3f150efe54086e028db5026271d5f992c716975c562afc",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.0547,
        "probability": 0.000728,
        "confidence_lo": 0.000713,
        "confidence_hi": 0.000728,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f7fc2aaeff48ebb485d22fb30ff0f4f6f075b36341b87b3c149dea36b7ede022",
        "signature": {
          "alg": "ed25519",
          "sig": "777b1e28c887c266e21e2c45f98b5755ff12eeb4c46b606846d90ce09d7c0c8c5aba6ccc0c88a2c0894aef737eb93edd9f1330ca6df5e7509348ea14d620d701"
        }
      },
      "receipt_sha256": "f7fc2aaeff48ebb485d22fb30ff0f4f6f075b36341b87b3c149dea36b7ede022"
    },
    {
      "storm_id": "234551",
      "lat": 43.949,
      "lon": -103.8968,
      "motion_east": 2.4,
      "motion_south": 1.1,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 110.0,
      "ebshear": 10.0,
      "srh01": 79.0,
      "maxllaz": 0.002,
      "mesh": 0.05,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 79.0
        },
        {
          "name": "hrrr_pwat",
          "value": 30.3575
        },
        {
          "name": "alignment",
          "value": -1.2127
        },
        {
          "name": "tau",
          "value": 0.5892
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0533
      },
      "coherence_score": 0.5892338752746582,
      "coherence_diagnostics": {
        "tau": 0.5892338752746582,
        "grad_tau": 0.08356132358312607,
        "torsion": 0.0,
        "alignment": -1.212676763534546,
        "S_field": 0.22044867277145386,
        "Gamma_field": 0.5914440751075745,
        "S_over_Gamma": 0.3727295398712158,
        "Da": 36.7233772277832,
        "E_coh": 0.415373295545578,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -103.84,
              44.02
            ],
            [
              -103.82,
              44.01
            ],
            [
              -103.79,
              44.01
            ],
            [
              -103.79,
              43.99
            ],
            [
              -103.81,
              43.97
            ],
            [
              -103.8,
              43.96
            ],
            [
              -103.81,
              43.94
            ],
            [
              -103.82,
              43.94
            ],
            [
              -103.85,
              43.91
            ],
            [
              -103.88,
              43.91
            ],
            [
              -103.89,
              43.9
            ],
            [
              -103.9,
              43.88
            ],
            [
              -103.9,
              43.85
            ],
            [
              -103.92,
              43.86
            ],
            [
              -103.92,
              43.88
            ],
            [
              -103.94,
              43.91
            ],
            [
              -103.95,
              43.91
            ],
            [
              -103.97,
              43.88
            ],
            [
              -103.98,
              43.89
            ],
            [
              -104.02,
              43.89
            ],
            [
              -104.03,
              43.9
            ],
            [
              -104.03,
              43.95
            ],
            [
              -103.97,
              44.0
            ],
            [
              -103.95,
              44.01
            ],
            [
              -103.93,
              44.0
            ],
            [
              -103.92,
              44.01
            ],
            [
              -103.91,
              44.0
            ],
            [
              -103.89,
              44.0
            ],
            [
              -103.88,
              44.01
            ],
            [
              -103.85,
              44.01
            ],
            [
              -103.84,
              44.02
            ]
          ]
        ]
      },
      "raw_probability": 0.0533,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "1d5d1ed824b9b8313b4edf60c8bbba2ea8780dd02094d0d656a9ca022811a774",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.0533,
        "probability": 0.000728,
        "confidence_lo": 0.000713,
        "confidence_hi": 0.000728,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "35a6fdc4bb392c2b830e0c8fa1ba05759e9f52f2e664a2555856a2e45a004da0",
        "signature": {
          "alg": "ed25519",
          "sig": "838a5a7567dc53aa445fe9c75021f6cee78910bc393da2e1e8784a2d321b045e42a467b9520ec98ad953d74d8cde4542376270f2f31d4b4f6dd64e9fadb96404"
        }
      },
      "receipt_sha256": "35a6fdc4bb392c2b830e0c8fa1ba05759e9f52f2e664a2555856a2e45a004da0"
    },
    {
      "storm_id": "234496",
      "lat": 48.157,
      "lon": -97.575,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 29.0,
      "ebshear": 13.0,
      "srh01": 14.0,
      "maxllaz": 0.002,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 14.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.7325
        },
        {
          "name": "alignment",
          "value": 2.9614
        },
        {
          "name": "tau",
          "value": 0.3054
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0521
      },
      "coherence_score": 0.3054122030735016,
      "coherence_diagnostics": {
        "tau": 0.3054122030735016,
        "grad_tau": 0.24382877349853516,
        "torsion": 0.0,
        "alignment": 2.96144437789917,
        "S_field": 0.17146968841552734,
        "Gamma_field": 0.17227742075920105,
        "S_over_Gamma": 0.995311439037323,
        "Da": 10.0933198928833,
        "E_coh": 0.6914812922477722,
        "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": [
          [
            [
              -97.57,
              48.2
            ],
            [
              -97.53,
              48.2
            ],
            [
              -97.52,
              48.18
            ],
            [
              -97.52,
              48.14
            ],
            [
              -97.56,
              48.1
            ],
            [
              -97.61,
              48.1
            ],
            [
              -97.63,
              48.11
            ],
            [
              -97.63,
              48.16
            ],
            [
              -97.61,
              48.18
            ],
            [
              -97.57,
              48.2
            ]
          ]
        ]
      },
      "raw_probability": 0.0521,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "01c53939c276eb9604902969171f58f4c373411ba2b06ac05f1deb76cbabc1df",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.0521,
        "probability": 0.000728,
        "confidence_lo": 0.000713,
        "confidence_hi": 0.000728,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "fcfc0a9c0f1438f358d00e1ea3795a27f0eba2ea597ef3ca17c2260190180172",
        "signature": {
          "alg": "ed25519",
          "sig": "6e4f627f4181d4504c9fd7bf3cac2d2437dc35dc77dfaa51f43c4a2d279ba9b0f7f24607cfc216915a7e62e52d52b075822cd409cb4b48e387321dd8258dfb08"
        }
      },
      "receipt_sha256": "fcfc0a9c0f1438f358d00e1ea3795a27f0eba2ea597ef3ca17c2260190180172"
    },
    {
      "storm_id": "234903",
      "lat": 37.1613,
      "lon": -120.715,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 463.0,
      "ebshear": 15.0,
      "srh01": 19.0,
      "maxllaz": 0.001,
      "mesh": 0.08,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 19.0
        },
        {
          "name": "hrrr_pwat",
          "value": 26.2325
        },
        {
          "name": "alignment",
          "value": -0.6236
        },
        {
          "name": "tau",
          "value": 0.507
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0518
      },
      "coherence_score": 0.5069945454597473,
      "coherence_diagnostics": {
        "tau": 0.5069945454597473,
        "grad_tau": 0.037506986409425735,
        "torsion": 0.0,
        "alignment": -0.6235504746437073,
        "S_field": 0.12415391951799393,
        "Gamma_field": 0.15977743268013,
        "S_over_Gamma": 0.7770429253578186,
        "Da": 9.317466735839844,
        "E_coh": 0.0877901017665863,
        "singularity_count": 0.0,
        "singularity_conditions_met": 0,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -120.73,
              37.19
            ],
            [
              -120.68,
              37.19
            ],
            [
              -120.68,
              37.14
            ],
            [
              -120.69,
              37.13
            ],
            [
              -120.73,
              37.13
            ],
            [
              -120.74,
              37.14
            ],
            [
              -120.74,
              37.18
            ],
            [
              -120.73,
              37.19
            ]
          ]
        ]
      },
      "raw_probability": 0.0518,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "611c9516d26af70c13d83c846e942d408685513f64cfd16806f80ad178268952",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.0518,
        "probability": 0.000728,
        "confidence_lo": 0.000713,
        "confidence_hi": 0.000728,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9e22d261b990ccbb23828260d6d3a882558612725dea9b695c0e550364c7ade4",
        "signature": {
          "alg": "ed25519",
          "sig": "15f75a902cf710854f1b9c6ba4479e7f9be6bbdde8b8fd2845036dad17f36863a2a53b5fd17ed3eb3fbc68a4867b98889b3f5c92ffa0dfbb336f54096c58280e"
        }
      },
      "receipt_sha256": "9e22d261b990ccbb23828260d6d3a882558612725dea9b695c0e550364c7ade4"
    },
    {
      "storm_id": "234713",
      "lat": 30.958,
      "lon": -106.281,
      "motion_east": 3.2,
      "motion_south": -1.0,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1517.0,
      "ebshear": 15.0,
      "srh01": 0.0,
      "maxllaz": 0.004,
      "mesh": 0.09,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.6075
        },
        {
          "name": "alignment",
          "value": -3.0522
        },
        {
          "name": "tau",
          "value": 0.544
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0516
      },
      "coherence_score": 0.5440211296081543,
      "coherence_diagnostics": {
        "tau": 0.5440211296081543,
        "grad_tau": 0.046059899032115936,
        "torsion": 0.0,
        "alignment": -3.052217483520508,
        "S_field": 0.14906582236289978,
        "Gamma_field": 0.4772774279117584,
        "S_over_Gamma": 0.31232529878616333,
        "Da": 27.42292594909668,
        "E_coh": 0.4658694863319397,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -106.28,
              31.01
            ],
            [
              -106.25,
              31.0
            ],
            [
              -106.25,
              30.95
            ],
            [
              -106.26,
              30.94
            ],
            [
              -106.26,
              30.91
            ],
            [
              -106.27,
              30.9
            ],
            [
              -106.33,
              30.93
            ],
            [
              -106.32,
              30.94
            ],
            [
              -106.31,
              30.99
            ],
            [
              -106.28,
              31.01
            ]
          ]
        ]
      },
      "raw_probability": 0.0516,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "8af5e3064b9e4ac1c64146c9e37cfe191d3f7b7bad95d0c19551ac5c91d6e90d",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.0516,
        "probability": 0.000728,
        "confidence_lo": 0.000713,
        "confidence_hi": 0.000728,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "db05a936c5cc9b1fd46225c061fcabffab8422f9ef77478f80a17c67d7f8a71b",
        "signature": {
          "alg": "ed25519",
          "sig": "f7dc333384672eeb385cb8fadd7490f2a63f69ab5229460e4abeb8f3b54014d65d2737d9694bfce09ec4952d265265a35be6c235e8f3b09ef504f260b605f00b"
        }
      },
      "receipt_sha256": "db05a936c5cc9b1fd46225c061fcabffab8422f9ef77478f80a17c67d7f8a71b"
    },
    {
      "storm_id": "234692",
      "lat": 44.1644,
      "lon": -103.04,
      "motion_east": 3.2,
      "motion_south": 0.0,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 154.0,
      "ebshear": 22.0,
      "srh01": 7.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 7.0
        },
        {
          "name": "hrrr_pwat",
          "value": 29.4825
        },
        {
          "name": "alignment",
          "value": 3.7236
        },
        {
          "name": "tau",
          "value": 0.6134
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.051
      },
      "coherence_score": 0.6133872866630554,
      "coherence_diagnostics": {
        "tau": 0.6133872866630554,
        "grad_tau": 0.08306882530450821,
        "torsion": 0.0,
        "alignment": 3.7235803604125977,
        "S_field": 0.41514521837234497,
        "Gamma_field": 0.6106107831001282,
        "S_over_Gamma": 0.6798851490020752,
        "Da": 38.20897674560547,
        "E_coh": 0.32998108863830566,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -103.04,
              44.2
            ],
            [
              -103.02,
              44.2
            ],
            [
              -103.0,
              44.18
            ],
            [
              -103.0,
              44.15
            ],
            [
              -103.03,
              44.12
            ],
            [
              -103.07,
              44.12
            ],
            [
              -103.08,
              44.13
            ],
            [
              -103.08,
              44.18
            ],
            [
              -103.04,
              44.2
            ]
          ]
        ]
      },
      "raw_probability": 0.051,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "9a93d70f7945e83ea376d13a813ce4e24806d84d0011ec59ca4fd281863be00b",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.051,
        "probability": 0.000728,
        "confidence_lo": 0.000713,
        "confidence_hi": 0.000728,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c4c343c6013e4a5f2e93a9efd4502a8ca38acffcfdd05e4a6a46d6496ef5c737",
        "signature": {
          "alg": "ed25519",
          "sig": "1dde64e2cddd6f9e4b4e317c8edda905b4a24b706fe9d57e85362521e7851353b2c684e5e929d7cd3cb1a27ba41bd3ad49b3296eee2dedc32e6c83c4b355e709"
        }
      },
      "receipt_sha256": "c4c343c6013e4a5f2e93a9efd4502a8ca38acffcfdd05e4a6a46d6496ef5c737"
    },
    {
      "storm_id": "234947",
      "lat": 39.3267,
      "lon": -107.9167,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 296.0,
      "ebshear": 20.0,
      "srh01": 26.0,
      "maxllaz": 0.002,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 26.0
        },
        {
          "name": "hrrr_pwat",
          "value": 19.2325
        },
        {
          "name": "alignment",
          "value": 3.4463
        },
        {
          "name": "tau",
          "value": 0.3869
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0506
      },
      "coherence_score": 0.3868557810783386,
      "coherence_diagnostics": {
        "tau": 0.3868557810783386,
        "grad_tau": 0.03688875585794449,
        "torsion": 0.0,
        "alignment": 3.446337938308716,
        "S_field": 0.13212525844573975,
        "Gamma_field": 0.32477742433547974,
        "S_over_Gamma": 0.40681785345077515,
        "Da": 19.381031036376953,
        "E_coh": 0.16095075011253357,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -107.98,
              39.39
            ],
            [
              -107.94,
              39.38
            ],
            [
              -107.91,
              39.35
            ],
            [
              -107.9,
              39.32
            ],
            [
              -107.89,
              39.31
            ],
            [
              -107.86,
              39.31
            ],
            [
              -107.84,
              39.28
            ],
            [
              -107.86,
              39.26
            ],
            [
              -107.87,
              39.26
            ],
            [
              -107.9,
              39.3
            ],
            [
              -107.93,
              39.3
            ],
            [
              -107.95,
              39.33
            ],
            [
              -107.95,
              39.35
            ],
            [
              -107.99,
              39.37
            ],
            [
              -107.98,
              39.39
            ]
          ]
        ]
      },
      "raw_probability": 0.0506,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "f3551fb2036b6305d20af0a0306f688f0f8c32bc0df7d0e4b19f803f823c85cc",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.0506,
        "probability": 0.000728,
        "confidence_lo": 0.000713,
        "confidence_hi": 0.000728,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "391de39b39a0bf7864cb00368c52f6a7480fa2c135c010866544a3cb0c0c9bc2",
        "signature": {
          "alg": "ed25519",
          "sig": "4ca78dc7c4ee0666d6109da4df918c0c530f9d1730de678f4873df2ec55655dd2099182c0c8d2b6290960cb63586209e3f40426f7722a5373d116ac494002108"
        }
      },
      "receipt_sha256": "391de39b39a0bf7864cb00368c52f6a7480fa2c135c010866544a3cb0c0c9bc2"
    },
    {
      "storm_id": "234714",
      "lat": 30.8836,
      "lon": -106.4636,
      "motion_east": 3.1,
      "motion_south": -1.0,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1239.0,
      "ebshear": 18.0,
      "srh01": 0.0,
      "maxllaz": 0.003,
      "mesh": 0.31,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.6075
        },
        {
          "name": "alignment",
          "value": -3.0522
        },
        {
          "name": "tau",
          "value": 0.544
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.05
      },
      "coherence_score": 0.5440211296081543,
      "coherence_diagnostics": {
        "tau": 0.5440211296081543,
        "grad_tau": 0.046059899032115936,
        "torsion": 0.0,
        "alignment": -3.052217483520508,
        "S_field": 0.14906582236289978,
        "Gamma_field": 0.4772774279117584,
        "S_over_Gamma": 0.31232529878616333,
        "Da": 27.42292594909668,
        "E_coh": 0.4658694863319397,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -106.5,
              30.93
            ],
            [
              -106.47,
              30.93
            ],
            [
              -106.45,
              30.91
            ],
            [
              -106.43,
              30.91
            ],
            [
              -106.4,
              30.89
            ],
            [
              -106.4,
              30.84
            ],
            [
              -106.42,
              30.82
            ],
            [
              -106.47,
              30.81
            ],
            [
              -106.53,
              30.86
            ],
            [
              -106.53,
              30.89
            ],
            [
              -106.5,
              30.93
            ]
          ]
        ]
      },
      "raw_probability": 0.05,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "7f925b2036e92fe2f1f0697c3aedfff74d719c1ee2cb6b739d7c30484e75972c",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.05,
        "probability": 0.000728,
        "confidence_lo": 0.000713,
        "confidence_hi": 0.000728,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6f694206c4dc07685ccb7044f344d9defd0b973ce0e3e75f7f5bf0100d30a930",
        "signature": {
          "alg": "ed25519",
          "sig": "208a2706db5dc9ac9e27a02d9e615f1f4b92a3f98f82d2997d69b7e8e948faa04afd58720b331c542293f71364e5a2598f83cb5ef3bb105e26e978ed646e0d05"
        }
      },
      "receipt_sha256": "6f694206c4dc07685ccb7044f344d9defd0b973ce0e3e75f7f5bf0100d30a930"
    },
    {
      "storm_id": "234975",
      "lat": 45.8933,
      "lon": -99.055,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 17.0,
      "ebshear": 9.0,
      "srh01": 7.0,
      "maxllaz": 0.006,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 7.0
        },
        {
          "name": "hrrr_pwat",
          "value": 27.7325
        },
        {
          "name": "alignment",
          "value": 1.8156
        },
        {
          "name": "tau",
          "value": 0.7298
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0474
      },
      "coherence_score": 0.7298250198364258,
      "coherence_diagnostics": {
        "tau": 0.7298250198364258,
        "grad_tau": 0.04068849980831146,
        "torsion": 0.0,
        "alignment": 1.8155540227890015,
        "S_field": 0.2704141139984131,
        "Gamma_field": 0.4464440941810608,
        "S_over_Gamma": 0.6057065725326538,
        "Da": 26.986980438232422,
        "E_coh": 0.010745834559202194,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -99.09,
              45.93
            ],
            [
              -99.01,
              45.93
            ],
            [
              -99.01,
              45.87
            ],
            [
              -99.04,
              45.85
            ],
            [
              -99.09,
              45.85
            ],
            [
              -99.09,
              45.93
            ]
          ]
        ]
      },
      "raw_probability": 0.0474,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "4595dbd941bebad076e5c01020131c71faf04b17c2318ad2aabcb5bdda8d1fc3",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.0474,
        "probability": 0.000728,
        "confidence_lo": 0.000713,
        "confidence_hi": 0.000728,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2674fb9f338e04cd55795c359fa4e3bca0920e4f89453ba1239b98a432c4e28b",
        "signature": {
          "alg": "ed25519",
          "sig": "6b7edd7d670209e4661e4573746823423b045b4101f98660e0dd5a717771fd725e62b9f108658aeeb4e2a39fd666a6c3c3012a01cc6b7e241ce4cccd7aabcd07"
        }
      },
      "receipt_sha256": "2674fb9f338e04cd55795c359fa4e3bca0920e4f89453ba1239b98a432c4e28b"
    },
    {
      "storm_id": "234689",
      "lat": 47.8836,
      "lon": -100.0883,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 370.0,
      "ebshear": 30.0,
      "srh01": 22.0,
      "maxllaz": 0.005,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 22.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.9825
        },
        {
          "name": "alignment",
          "value": 3.058
        },
        {
          "name": "tau",
          "value": 0.5767
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0469
      },
      "coherence_score": 0.5767255425453186,
      "coherence_diagnostics": {
        "tau": 0.5767255425453186,
        "grad_tau": 0.20433393120765686,
        "torsion": 0.0,
        "alignment": 3.058011531829834,
        "S_field": 0.2213743031024933,
        "Gamma_field": 0.30477744340896606,
        "S_over_Gamma": 0.7263473868370056,
        "Da": 17.93152618408203,
        "E_coh": 0.3588932752609253,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -100.09,
              47.95
            ],
            [
              -100.08,
              47.95
            ],
            [
              -100.07,
              47.95
            ],
            [
              -100.06,
              47.95
            ],
            [
              -100.05,
              47.95
            ],
            [
              -100.04,
              47.95
            ],
            [
              -100.03,
              47.95
            ],
            [
              -100.02,
              47.95
            ],
            [
              -100.01,
              47.95
            ],
            [
              -100.0,
              47.95
            ],
            [
              -99.99,
              47.95
            ],
            [
              -99.98,
              47.95
            ],
            [
              -99.97,
              47.94
            ],
            [
              -99.96,
              47.94
            ],
            [
              -99.95,
              47.93
            ],
            [
              -99.95,
              47.92
            ],
            [
              -99.95,
              47.91
            ],
            [
              -99.95,
              47.9
            ],
            [
              -99.96,
              47.89
            ],
            [
              -99.96,
              47.88
            ],
            [
              -99.97,
              47.88
            ],
            [
              -99.98,
              47.87
            ],
            [
              -99.99,
              47.87
            ],
            [
              -100.0,
              47.87
            ],
            [
              -100.01,
              47.87
            ],
            [
              -100.02,
              47.88
            ],
            [
              -100.03,
              47.88
            ],
            [
              -100.04,
              47.88
            ],
            [
              -100.05,
              47.88
            ],
            [
              -100.06,
              47.88
            ],
            [
              -100.07,
              47.89
            ],
            [
              -100.08,
              47.89
            ],
            [
              -100.09,
              47.89
            ],
            [
              -100.1,
              47.89
            ],
            [
              -100.11,
              47.88
            ],
            [
              -100.12,
              47.88
            ],
            [
              -100.13,
              47.87
            ],
            [
              -100.14,
              47.86
            ],
            [
              -100.14,
              47.85
            ],
            [
              -100.14,
              47.84
            ],
            [
              -100.14,
              47.83
            ],
            [
              -100.14,
              47.82
            ],
            [
              -100.15,
              47.81
            ],
            [
              -100.16,
              47.8
            ],
            [
              -100.17,
              47.8
            ],
            [
              -100.18,
              47.8
            ],
            [
              -100.19,
              47.79
            ],
            [
              -100.2,
              47.79
            ],
            [
              -100.21,
              47.8
            ],
            [
              -100.22,
              47.8
            ],
            [
              -100.22,
              47.81
            ],
            [
              -100.22,
              47.82
            ],
            [
              -100.22,
              47.83
            ],
            [
              -100.21,
              47.84
            ],
            [
              -100.2,
              47.85
            ],
            [
              -100.2,
              47.86
            ],
            [
              -100.19,
              47.87
            ],
            [
              -100.18,
              47.87
            ],
            [
              -100.17,
              47.87
            ],
            [
              -100.16,
              47.88
            ],
            [
              -100.15,
              47.88
            ],
            [
              -100.14,
              47.88
            ],
            [
              -100.13,
              47.89
            ],
            [
              -100.12,
              47.89
            ],
            [
              -100.11,
              47.89
            ],
            [
              -100.1,
              47.89
            ],
            [
              -100.09,
              47.9
            ],
            [
              -100.09,
              47.91
            ],
            [
              -100.09,
              47.92
            ],
            [
              -100.09,
              47.93
            ],
            [
              -100.09,
              47.94
            ],
            [
              -100.09,
              47.95
            ]
          ]
        ]
      },
      "raw_probability": 0.0469,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "e0bbfb32ef30524422e5be7bbe4ad8f9da1ef0da9fa21ac26491b4eadcb1c2b7",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.0469,
        "probability": 0.000728,
        "confidence_lo": 0.000713,
        "confidence_hi": 0.000728,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ff579b74f8f7289aa94d6b7d33ca8e2d462586f6e62971ad51460cd5924110c8",
        "signature": {
          "alg": "ed25519",
          "sig": "301dd4baeae7fdf4ca0145d1e5719a1dbc24fc29296f90d0037780ce7a776aeb015a74fa01643be17d19567a779e5db62731d751bbe892256662ef3970896d01"
        }
      },
      "receipt_sha256": "ff579b74f8f7289aa94d6b7d33ca8e2d462586f6e62971ad51460cd5924110c8"
    },
    {
      "storm_id": "234892",
      "lat": 43.7708,
      "lon": -104.1369,
      "motion_east": 1.7,
      "motion_south": 1.6,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 140.0,
      "ebshear": 16.0,
      "srh01": 41.0,
      "maxllaz": 0.002,
      "mesh": 0.13,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 41.0
        },
        {
          "name": "hrrr_pwat",
          "value": 30.3575
        },
        {
          "name": "alignment",
          "value": -1.2127
        },
        {
          "name": "tau",
          "value": 0.5892
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0462
      },
      "coherence_score": 0.5892338752746582,
      "coherence_diagnostics": {
        "tau": 0.5892338752746582,
        "grad_tau": 0.08356132358312607,
        "torsion": 0.0,
        "alignment": -1.212676763534546,
        "S_field": 0.22044867277145386,
        "Gamma_field": 0.5914440751075745,
        "S_over_Gamma": 0.3727295398712158,
        "Da": 36.7233772277832,
        "E_coh": 0.415373295545578,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -104.1,
              43.86
            ],
            [
              -104.04,
              43.83
            ],
            [
              -104.04,
              43.78
            ],
            [
              -104.05,
              43.77
            ],
            [
              -104.08,
              43.77
            ],
            [
              -104.1,
              43.76
            ],
            [
              -104.13,
              43.73
            ],
            [
              -104.19,
              43.7
            ],
            [
              -104.24,
              43.7
            ],
            [
              -104.25,
              43.71
            ],
            [
              -104.25,
              43.77
            ],
            [
              -104.21,
              43.78
            ],
            [
              -104.1,
              43.86
            ]
          ]
        ]
      },
      "raw_probability": 0.0462,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "a10300b19e8f3102359f897b17f6e8a6076b4cd1dcc622dd8b0635cfccc498af",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.0462,
        "probability": 0.000728,
        "confidence_lo": 0.000713,
        "confidence_hi": 0.000728,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "95cd9ce0718ae0459bb28c8a51d7171d2617cb2565c9e13aad355b8727552919",
        "signature": {
          "alg": "ed25519",
          "sig": "fc1cceacdf24bdec9e56730c10606f967daa329592acc4fa0c24b8537643b2976518e035fd95d8c493f52bcf251d2bd7d16fcb222e547e1a2d8b93592569e802"
        }
      },
      "receipt_sha256": "95cd9ce0718ae0459bb28c8a51d7171d2617cb2565c9e13aad355b8727552919"
    },
    {
      "storm_id": "234912",
      "lat": 24.9713,
      "lon": -97.2025,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3587.0,
      "ebshear": 35.0,
      "srh01": 0.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 11.7325
        },
        {
          "name": "alignment",
          "value": -0.5186
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0435
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.24356013536453247,
        "torsion": 0.0,
        "alignment": -0.5186061859130859,
        "S_field": 0.07989004999399185,
        "Gamma_field": 0.2106107622385025,
        "S_over_Gamma": 0.3793255686759949,
        "Da": 12.375824928283691,
        "E_coh": 0.4906826317310333,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -97.18,
              25.02
            ],
            [
              -97.12,
              25.02
            ],
            [
              -97.12,
              24.96
            ],
            [
              -97.14,
              24.93
            ],
            [
              -97.14,
              24.91
            ],
            [
              -97.16,
              24.91
            ],
            [
              -97.17,
              24.92
            ],
            [
              -97.22,
              24.92
            ],
            [
              -97.27,
              24.96
            ],
            [
              -97.28,
              24.96
            ],
            [
              -97.3,
              24.99
            ],
            [
              -97.3,
              25.0
            ],
            [
              -97.24,
              25.0
            ],
            [
              -97.23,
              25.01
            ],
            [
              -97.19,
              25.01
            ],
            [
              -97.18,
              25.02
            ]
          ]
        ]
      },
      "raw_probability": 0.0435,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "ae86b52135a3e296eade87c8e0516c2c1e32410dfa5d14a1740960ccdef2fce1",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.0435,
        "probability": 0.000728,
        "confidence_lo": 0.000713,
        "confidence_hi": 0.000728,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7c07a95f21eb60bace8a5653409a97f9cb8498aeade5e1f632ff2e1f7c89cde1",
        "signature": {
          "alg": "ed25519",
          "sig": "0d33c124e9678587dfa631a51300f19aad10d991d5674dd49971caae4beea14aa19917193e19752367469ebb765a5c50a2ab3734c85a361f670006840d1d320b"
        }
      },
      "receipt_sha256": "7c07a95f21eb60bace8a5653409a97f9cb8498aeade5e1f632ff2e1f7c89cde1"
    },
    {
      "storm_id": "234393",
      "lat": 28.9355,
      "lon": -79.4545,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3741.0,
      "ebshear": 13.0,
      "srh01": 2.0,
      "maxllaz": 0.003,
      "mesh": 0.27,
      "flash_rate": 5.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 2.0
        },
        {
          "name": "hrrr_pwat",
          "value": 29.1075
        },
        {
          "name": "alignment",
          "value": 3.3712
        },
        {
          "name": "tau",
          "value": 1.4807
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0397
      },
      "coherence_score": 1.4806675910949707,
      "coherence_diagnostics": {
        "tau": 1.4806675910949707,
        "grad_tau": 0.22664448618888855,
        "torsion": 0.0,
        "alignment": 3.3712377548217773,
        "S_field": 0.22766946256160736,
        "Gamma_field": 0.9181107878684998,
        "S_over_Gamma": 0.24797601997852325,
        "Da": 56.67228317260742,
        "E_coh": 0.8927704691886902,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -79.47,
              28.98
            ],
            [
              -79.42,
              28.98
            ],
            [
              -79.42,
              28.96
            ],
            [
              -79.41,
              28.95
            ],
            [
              -79.42,
              28.94
            ],
            [
              -79.42,
              28.91
            ],
            [
              -79.45,
              28.88
            ],
            [
              -79.5,
              28.88
            ],
            [
              -79.51,
              28.89
            ],
            [
              -79.51,
              28.94
            ],
            [
              -79.47,
              28.98
            ]
          ]
        ]
      },
      "raw_probability": 0.0397,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "ddf201ea3a03e59288ce704317c87f6f71454daa54e53d2b9a89967c2b39dde4",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.0397,
        "probability": 0.000728,
        "confidence_lo": 0.000713,
        "confidence_hi": 0.000728,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6c68e3984c06199135e4abb9829eac66230f0182d433a6237ad7bfe1c05c2547",
        "signature": {
          "alg": "ed25519",
          "sig": "afbe2a0e6e630eb94d0e26ddf1ed501a3e756c866d64228dc0c6ff27aeece513a9fc91601e322fb5ae61e7027418c75d951e2861c85b04187e6818550194c60a"
        }
      },
      "receipt_sha256": "6c68e3984c06199135e4abb9829eac66230f0182d433a6237ad7bfe1c05c2547"
    },
    {
      "storm_id": "234364",
      "lat": 29.48,
      "lon": -78.3662,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2701.0,
      "ebshear": 12.0,
      "srh01": 5.0,
      "maxllaz": 0.001,
      "mesh": 0.23,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 5.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.6075
        },
        {
          "name": "alignment",
          "value": 1.2025
        },
        {
          "name": "tau",
          "value": 1.3044
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.039
      },
      "coherence_score": 1.304361343383789,
      "coherence_diagnostics": {
        "tau": 1.304361343383789,
        "grad_tau": 0.26182740926742554,
        "torsion": 0.0,
        "alignment": 1.2025210857391357,
        "S_field": 0.5837697386741638,
        "Gamma_field": 0.7206107974052429,
        "S_over_Gamma": 0.8101040720939636,
        "Da": 45.0007438659668,
        "E_coh": 0.9511586427688599,
        "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": [
          [
            [
              -78.41,
              29.53
            ],
            [
              -78.36,
              29.52
            ],
            [
              -78.33,
              29.49
            ],
            [
              -78.32,
              29.45
            ],
            [
              -78.34,
              29.43
            ],
            [
              -78.36,
              29.43
            ],
            [
              -78.4,
              29.46
            ],
            [
              -78.41,
              29.53
            ]
          ]
        ]
      },
      "raw_probability": 0.039,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "a984c5dca6945286c46a19e4356e3db609055bb98bd61fe1589691f4d796392f",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.039,
        "probability": 0.000728,
        "confidence_lo": 0.000713,
        "confidence_hi": 0.000728,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "250691759a44609d82b9e9564044ff6d77d0ed4077ff9ccf6d8bf1db782f8c48",
        "signature": {
          "alg": "ed25519",
          "sig": "5b0e407b9010ab2a026859717c01b10c0e57f99a7036149b5f08fd79e4cc7ee9e8aacc4dfdf7fbdce34642dc99818dc4202e86e101e75cf49530628b973d6d09"
        }
      },
      "receipt_sha256": "250691759a44609d82b9e9564044ff6d77d0ed4077ff9ccf6d8bf1db782f8c48"
    },
    {
      "storm_id": "234548",
      "lat": 44.12,
      "lon": -103.42,
      "motion_east": 5.7,
      "motion_south": 1.1,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 196.0,
      "ebshear": 17.0,
      "srh01": 5.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 5.0
        },
        {
          "name": "hrrr_pwat",
          "value": 30.3575
        },
        {
          "name": "alignment",
          "value": -1.2127
        },
        {
          "name": "tau",
          "value": 0.5892
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0382
      },
      "coherence_score": 0.5892338752746582,
      "coherence_diagnostics": {
        "tau": 0.5892338752746582,
        "grad_tau": 0.08356132358312607,
        "torsion": 0.0,
        "alignment": -1.212676763534546,
        "S_field": 0.22044867277145386,
        "Gamma_field": 0.5914440751075745,
        "S_over_Gamma": 0.3727295398712158,
        "Da": 36.7233772277832,
        "E_coh": 0.415373295545578,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -103.44,
              44.16
            ],
            [
              -103.43,
              44.15
            ],
            [
              -103.39,
              44.15
            ],
            [
              -103.37,
              44.14
            ],
            [
              -103.37,
              44.08
            ],
            [
              -103.39,
              44.07
            ],
            [
              -103.42,
              44.07
            ],
            [
              -103.45,
              44.1
            ],
            [
              -103.46,
              44.1
            ],
            [
              -103.46,
              44.14
            ],
            [
              -103.44,
              44.16
            ]
          ]
        ]
      },
      "raw_probability": 0.0382,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "2dff301be55b4867e90751c5fd752f60a8a31b7c1e678f6141a2909bfaedf912",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.0382,
        "probability": 0.000728,
        "confidence_lo": 0.000713,
        "confidence_hi": 0.000728,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "477883243f8fb6ec7670be9c7ed5f63fd431d174f2ccda06a72d226c80308464",
        "signature": {
          "alg": "ed25519",
          "sig": "42a2c0b46bf9435a08465e9f4a170cde904ed3263870977ace41d9a5121cdc0ce77ab5dc60dc76ed2e1bccad5e9a1f616a225cc0e3983553e8101cd7651d860a"
        }
      },
      "receipt_sha256": "477883243f8fb6ec7670be9c7ed5f63fd431d174f2ccda06a72d226c80308464"
    },
    {
      "storm_id": "233807",
      "lat": 28.436,
      "lon": -79.3567,
      "motion_east": 6.2,
      "motion_south": 1.5,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2967.0,
      "ebshear": 8.0,
      "srh01": 14.0,
      "maxllaz": 0.005,
      "mesh": 0.3,
      "flash_rate": 11.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 14.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.6075
        },
        {
          "name": "alignment",
          "value": -0.2091
        },
        {
          "name": "tau",
          "value": 1.9203
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.038
      },
      "coherence_score": 1.9203236103057861,
      "coherence_diagnostics": {
        "tau": 1.9203236103057861,
        "grad_tau": 0.38468441367149353,
        "torsion": 0.0,
        "alignment": -0.20908509194850922,
        "S_field": 0.6431474685668945,
        "Gamma_field": 0.47977742552757263,
        "S_over_Gamma": 1.3405121564865112,
        "Da": 29.1690616607666,
        "E_coh": 0.9518101811408997,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 5,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -79.44,
              28.49
            ],
            [
              -79.38,
              28.49
            ],
            [
              -79.37,
              28.48
            ],
            [
              -79.29,
              28.48
            ],
            [
              -79.27,
              28.47
            ],
            [
              -79.25,
              28.45
            ],
            [
              -79.25,
              28.4
            ],
            [
              -79.27,
              28.36
            ],
            [
              -79.33,
              28.36
            ],
            [
              -79.36,
              28.4
            ],
            [
              -79.4,
              28.4
            ],
            [
              -79.41,
              28.41
            ],
            [
              -79.43,
              28.41
            ],
            [
              -79.46,
              28.45
            ],
            [
              -79.44,
              28.49
            ]
          ]
        ]
      },
      "raw_probability": 0.038,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "ec2d6db6712a9ec506c8fe9efd4c61253421d769f6e55f648faa689ef4434997",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.038,
        "probability": 0.000728,
        "confidence_lo": 0.000713,
        "confidence_hi": 0.000728,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "013fd6ceb2c466cfaa9a6a0e3fb24bc1d255f738eafcaca931eb45000b0e0935",
        "signature": {
          "alg": "ed25519",
          "sig": "cc730cf8b96154c0fd7afe04cf3fcdadfae6b97a39931ebadd21439c4320f5fb2f71ae1326ece82ed616d2c0272e3616eb4d432e11ec8dcf5a08adabd08e8d0f"
        }
      },
      "receipt_sha256": "013fd6ceb2c466cfaa9a6a0e3fb24bc1d255f738eafcaca931eb45000b0e0935"
    },
    {
      "storm_id": "234429",
      "lat": 30.854,
      "lon": -109.874,
      "motion_east": 3.0,
      "motion_south": 0.1,
      "valid_time": "20260813_070040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 197.0,
      "ebshear": 11.0,
      "srh01": 3.0,
      "maxllaz": 0.001,
      "mesh": 0.33,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 3.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.2325
        },
        {
          "name": "alignment",
          "value": -1.1253
        },
        {
          "name": "tau",
          "value": 0.5935
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0352
      },
      "coherence_score": 0.5934853553771973,
      "coherence_diagnostics": {
        "tau": 0.5934853553771973,
        "grad_tau": 0.11922550946474075,
        "torsion": 0.0,
        "alignment": -1.125319480895996,
        "S_field": 0.03150814399123192,
        "Gamma_field": 0.6222774386405945,
        "S_over_Gamma": 0.050633594393730164,
        "Da": 37.04630661010742,
        "E_coh": 0.4249189794063568,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -109.82,
              30.93
            ],
            [
              -109.8,
              30.93
            ],
            [
              -109.77,
              30.9
            ],
            [
              -109.78,
              30.85
            ],
            [
              -109.82,
              30.8
            ],
            [
              -109.86,
              30.78
            ],
            [
              -109.92,
              30.78
            ],
            [
              -109.92,
              30.79
            ],
            [
              -109.94,
              30.81
            ],
            [
              -109.95,
              30.81
            ],
            [
              -109.95,
              30.85
            ],
            [
              -109.94,
              30.87
            ],
            [
              -109.92,
              30.89
            ],
            [
              -109.9,
              30.89
            ],
            [
              -109.82,
              30.93
            ]
          ]
        ]
      },
      "raw_probability": 0.0352,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "6a20a5c5bb7b938a83fd143291d910de13f594a2a48b0ae2e7a89d506beb837a",
        "input_sha256": "74ad27920248297310c992fcf3a253ac5d77c0ba7cf55cdefdc7055853127f8c",
        "issued_at": "2026-08-13T07:20:25Z",
        "raw_probability": 0.0352,
        "probability": 0.000728,
        "confidence_lo": 0.000713,
        "confidence_hi": 0.000728,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "acaa37a688e746779e516147523afa4d9b94d8b2946a4c3f3bc24b3b1a2ae3b6",
        "signature": {
          "alg": "ed25519",
          "sig": "4b0b8eb50a01a50bc0c7d67ffdf2555d6b2935b6751439f4920a43bdfbd3e91913b0333be4b20f2773b07d40a7704a8c20ea38451abc78294925e0aeef466f06"
        }
      },
      "receipt_sha256": "acaa37a688e746779e516147523afa4d9b94d8b2946a4c3f3bc24b3b1a2ae3b6"
    }
  ]
}
