{
  "forecast_id": "to_fcst_20260801_0226",
  "hazard": "tornado",
  "issued_at": "2026-08-01T02:26:16Z",
  "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": 190,
  "top_probability": 0.0127,
  "source_artifacts": [
    "/data/live-tornadoes.json",
    "/data/tornado-storms.geojson"
  ],
  "storms": [
    {
      "storm_id": "231959",
      "lat": 37.347,
      "lon": -90.161,
      "motion_east": 5.3,
      "motion_south": 3.2,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0127,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 955.0,
      "ebshear": 44.0,
      "srh01": 172.0,
      "maxllaz": 0.001,
      "mesh": 0.11,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 172.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.1177
        },
        {
          "name": "alignment",
          "value": 8.8027
        },
        {
          "name": "tau",
          "value": 2.2142
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5904
      },
      "coherence_score": 2.2142107486724854,
      "coherence_diagnostics": {
        "tau": 2.2142107486724854,
        "grad_tau": 0.46971967816352844,
        "torsion": 0.0,
        "alignment": 8.802663803100586,
        "S_field": 1.2237298488616943,
        "Gamma_field": 0.2357100397348404,
        "S_over_Gamma": 5.191674709320068,
        "Da": 13.375438690185547,
        "E_coh": 0.9001319408416748,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -90.16,
              37.38
            ],
            [
              -90.14,
              37.38
            ],
            [
              -90.13,
              37.37
            ],
            [
              -90.13,
              37.33
            ],
            [
              -90.14,
              37.32
            ],
            [
              -90.17,
              37.32
            ],
            [
              -90.19,
              37.31
            ],
            [
              -90.2,
              37.32
            ],
            [
              -90.19,
              37.36
            ],
            [
              -90.16,
              37.38
            ]
          ]
        ]
      },
      "raw_probability": 0.5904,
      "confidence_lo": 0.0122,
      "confidence_hi": 0.0127,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "06b4a85ac1d30e6fa5efecd6657d26a644316e795ab20d7c10a4b676da10e3dc",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.5904,
        "probability": 0.012687,
        "confidence_lo": 0.012239,
        "confidence_hi": 0.012693,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a1566c3973ca87401be65d9e5808b4ab03ab3af4eb6e6e3d95a0527cb2e5d4d6",
        "signature": {
          "alg": "ed25519",
          "sig": "58e1c84585bd830a8ce8b4aeb14d5d52e122a8edf1afa0ad961292ae7592d48561280235c7b12147a67f695a7b35ddcda502eac86ae754718387fe81a09c8f0b"
        }
      },
      "receipt_sha256": "a1566c3973ca87401be65d9e5808b4ab03ab3af4eb6e6e3d95a0527cb2e5d4d6"
    },
    {
      "storm_id": "232031",
      "lat": 37.6318,
      "lon": -90.0012,
      "motion_east": 5.0,
      "motion_south": 2.9,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0083,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 706.0,
      "ebshear": 46.0,
      "srh01": 140.0,
      "maxllaz": 0.001,
      "mesh": 0.12,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 140.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.1177
        },
        {
          "name": "alignment",
          "value": 8.8027
        },
        {
          "name": "tau",
          "value": 2.2142
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5678
      },
      "coherence_score": 2.2142107486724854,
      "coherence_diagnostics": {
        "tau": 2.2142107486724854,
        "grad_tau": 0.46971967816352844,
        "torsion": 0.0,
        "alignment": 8.802663803100586,
        "S_field": 1.2237298488616943,
        "Gamma_field": 0.2357100397348404,
        "S_over_Gamma": 5.191674709320068,
        "Da": 13.375438690185547,
        "E_coh": 0.9001319408416748,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -89.91,
              37.7
            ],
            [
              -89.88,
              37.7
            ],
            [
              -89.88,
              37.64
            ],
            [
              -89.94,
              37.63
            ],
            [
              -89.96,
              37.61
            ],
            [
              -90.02,
              37.59
            ],
            [
              -90.06,
              37.55
            ],
            [
              -90.09,
              37.55
            ],
            [
              -90.09,
              37.57
            ],
            [
              -90.11,
              37.6
            ],
            [
              -90.1,
              37.62
            ],
            [
              -90.07,
              37.63
            ],
            [
              -90.05,
              37.65
            ],
            [
              -90.05,
              37.66
            ],
            [
              -89.97,
              37.66
            ],
            [
              -89.93,
              37.68
            ],
            [
              -89.91,
              37.7
            ]
          ]
        ]
      },
      "raw_probability": 0.5678,
      "confidence_lo": 0.0066,
      "confidence_hi": 0.0083,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "b854f59a3351556ee50b294224bbe6bffb58bf2a6cae6b07113493f52893ef49",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.5678,
        "probability": 0.008285,
        "confidence_lo": 0.006614,
        "confidence_hi": 0.008299,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1c7af5d5fa790a9326fc95256b7fc91fc80668ca2ba4c27f658b95c380c2c4b8",
        "signature": {
          "alg": "ed25519",
          "sig": "624d169803d3a2a4fcd433ffccf4566921245cde905d8e568c0384becd418a4a7c6d7d5753747834790035b31702a0e633b942a0dd4a9d874d829ab18fc86703"
        }
      },
      "receipt_sha256": "1c7af5d5fa790a9326fc95256b7fc91fc80668ca2ba4c27f658b95c380c2c4b8"
    },
    {
      "storm_id": "231659",
      "lat": 41.0411,
      "lon": -90.0611,
      "motion_east": 9.1,
      "motion_south": -4.0,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0067,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 739.0,
      "ebshear": 34.0,
      "srh01": 184.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 184.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.6177
        },
        {
          "name": "alignment",
          "value": 0.0576
        },
        {
          "name": "tau",
          "value": 1.4561
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5494
      },
      "coherence_score": 1.456115484237671,
      "coherence_diagnostics": {
        "tau": 1.456115484237671,
        "grad_tau": 0.15663138031959534,
        "torsion": 0.0,
        "alignment": 0.057638928294181824,
        "S_field": 0.26921379566192627,
        "Gamma_field": 0.16237671673297882,
        "S_over_Gamma": 1.6579581499099731,
        "Da": 9.877368927001953,
        "E_coh": 0.02777249924838543,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -90.06,
              41.07
            ],
            [
              -90.04,
              41.07
            ],
            [
              -90.03,
              41.06
            ],
            [
              -90.03,
              41.02
            ],
            [
              -90.04,
              41.01
            ],
            [
              -90.09,
              41.01
            ],
            [
              -90.1,
              41.02
            ],
            [
              -90.1,
              41.04
            ],
            [
              -90.06,
              41.07
            ]
          ]
        ]
      },
      "raw_probability": 0.5494,
      "confidence_lo": 0.0066,
      "confidence_hi": 0.0067,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "d46ba3a0a880d7b01af2e6649ca2e27e483663b92a91a2a513c15ac55accc793",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.5494,
        "probability": 0.00672,
        "confidence_lo": 0.006614,
        "confidence_hi": 0.006721,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c775c003393a007ef384a00998bb8355d87e2ed74f6bb2fbab502dccefcd59bd",
        "signature": {
          "alg": "ed25519",
          "sig": "4bffa8e71b42ef00be17bdb98c2f1eeba968485800ab4b095c8991b600ba475e1bd9f4773ae9a7ad09f735a3d27ed161946ad72b095d5b34100a942559825701"
        }
      },
      "receipt_sha256": "c775c003393a007ef384a00998bb8355d87e2ed74f6bb2fbab502dccefcd59bd"
    },
    {
      "storm_id": "232092",
      "lat": 41.2122,
      "lon": -90.0289,
      "motion_east": 9.2,
      "motion_south": -4.0,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0067,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 703.0,
      "ebshear": 34.0,
      "srh01": 206.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 206.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.6177
        },
        {
          "name": "alignment",
          "value": 0.0576
        },
        {
          "name": "tau",
          "value": 1.4561
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5494
      },
      "coherence_score": 1.456115484237671,
      "coherence_diagnostics": {
        "tau": 1.456115484237671,
        "grad_tau": 0.15663138031959534,
        "torsion": 0.0,
        "alignment": 0.057638928294181824,
        "S_field": 0.26921379566192627,
        "Gamma_field": 0.16237671673297882,
        "S_over_Gamma": 1.6579581499099731,
        "Da": 9.877368927001953,
        "E_coh": 0.02777249924838543,
        "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": [
          [
            [
              -90.04,
              41.25
            ],
            [
              -90.0,
              41.24
            ],
            [
              -89.98,
              41.19
            ],
            [
              -90.0,
              41.18
            ],
            [
              -90.03,
              41.18
            ],
            [
              -90.05,
              41.19
            ],
            [
              -90.06,
              41.2
            ],
            [
              -90.06,
              41.23
            ],
            [
              -90.04,
              41.25
            ]
          ]
        ]
      },
      "raw_probability": 0.5494,
      "confidence_lo": 0.0066,
      "confidence_hi": 0.0067,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "d46ba3a0a880d7b01af2e6649ca2e27e483663b92a91a2a513c15ac55accc793",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.5494,
        "probability": 0.00672,
        "confidence_lo": 0.006614,
        "confidence_hi": 0.006721,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c775c003393a007ef384a00998bb8355d87e2ed74f6bb2fbab502dccefcd59bd",
        "signature": {
          "alg": "ed25519",
          "sig": "4bffa8e71b42ef00be17bdb98c2f1eeba968485800ab4b095c8991b600ba475e1bd9f4773ae9a7ad09f735a3d27ed161946ad72b095d5b34100a942559825701"
        }
      },
      "receipt_sha256": "c775c003393a007ef384a00998bb8355d87e2ed74f6bb2fbab502dccefcd59bd"
    },
    {
      "storm_id": "232093",
      "lat": 40.8787,
      "lon": -89.9425,
      "motion_east": 9.3,
      "motion_south": -4.0,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0067,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 620.0,
      "ebshear": 39.0,
      "srh01": 189.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 189.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.6177
        },
        {
          "name": "alignment",
          "value": 0.0576
        },
        {
          "name": "tau",
          "value": 1.4561
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5494
      },
      "coherence_score": 1.456115484237671,
      "coherence_diagnostics": {
        "tau": 1.456115484237671,
        "grad_tau": 0.15663138031959534,
        "torsion": 0.0,
        "alignment": 0.057638928294181824,
        "S_field": 0.26921379566192627,
        "Gamma_field": 0.16237671673297882,
        "S_over_Gamma": 1.6579581499099731,
        "Da": 9.877368927001953,
        "E_coh": 0.02777249924838543,
        "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": [
          [
            [
              -89.95,
              40.91
            ],
            [
              -89.91,
              40.9
            ],
            [
              -89.91,
              40.86
            ],
            [
              -89.93,
              40.84
            ],
            [
              -89.95,
              40.84
            ],
            [
              -89.97,
              40.88
            ],
            [
              -89.97,
              40.89
            ],
            [
              -89.95,
              40.91
            ]
          ]
        ]
      },
      "raw_probability": 0.5494,
      "confidence_lo": 0.0066,
      "confidence_hi": 0.0067,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "d46ba3a0a880d7b01af2e6649ca2e27e483663b92a91a2a513c15ac55accc793",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.5494,
        "probability": 0.00672,
        "confidence_lo": 0.006614,
        "confidence_hi": 0.006721,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c775c003393a007ef384a00998bb8355d87e2ed74f6bb2fbab502dccefcd59bd",
        "signature": {
          "alg": "ed25519",
          "sig": "4bffa8e71b42ef00be17bdb98c2f1eeba968485800ab4b095c8991b600ba475e1bd9f4773ae9a7ad09f735a3d27ed161946ad72b095d5b34100a942559825701"
        }
      },
      "receipt_sha256": "c775c003393a007ef384a00998bb8355d87e2ed74f6bb2fbab502dccefcd59bd"
    },
    {
      "storm_id": "232032",
      "lat": 36.473,
      "lon": -89.74,
      "motion_east": 3.7,
      "motion_south": 1.0,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0067,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1074.0,
      "ebshear": 39.0,
      "srh01": 130.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 130.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.9927
        },
        {
          "name": "alignment",
          "value": 6.5001
        },
        {
          "name": "tau",
          "value": 2.5217
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5308
      },
      "coherence_score": 2.521697998046875,
      "coherence_diagnostics": {
        "tau": 2.521697998046875,
        "grad_tau": 0.20259696245193481,
        "torsion": 0.0,
        "alignment": 6.500139236450195,
        "S_field": 1.300637125968933,
        "Gamma_field": 0.3540433943271637,
        "S_over_Gamma": 3.673665761947632,
        "Da": 22.073740005493164,
        "E_coh": 0.8358203768730164,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -89.76,
              36.51
            ],
            [
              -89.71,
              36.51
            ],
            [
              -89.7,
              36.5
            ],
            [
              -89.7,
              36.46
            ],
            [
              -89.71,
              36.44
            ],
            [
              -89.74,
              36.44
            ],
            [
              -89.76,
              36.43
            ],
            [
              -89.78,
              36.45
            ],
            [
              -89.78,
              36.48
            ],
            [
              -89.76,
              36.51
            ]
          ]
        ]
      },
      "raw_probability": 0.5308,
      "confidence_lo": 0.0066,
      "confidence_hi": 0.0067,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "cd9f9c102a0d4d708c681ca164f229965a76d910dabb63c207518adfadaccb1f",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.5308,
        "probability": 0.00672,
        "confidence_lo": 0.006614,
        "confidence_hi": 0.006721,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5440d13441d3d28b468041146fec4d276402a96edff4b46f7652979b7072c817",
        "signature": {
          "alg": "ed25519",
          "sig": "c9c774a32c4762931f821f33dc4d5e0f351d69889aee59caf331593b071e165191376471c1a134dd2fc599b5b20062657e354f1bc0a66f9dcb489ce44892a902"
        }
      },
      "receipt_sha256": "5440d13441d3d28b468041146fec4d276402a96edff4b46f7652979b7072c817"
    },
    {
      "storm_id": "231501",
      "lat": 41.1459,
      "lon": -89.8629,
      "motion_east": 9.3,
      "motion_south": -4.0,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0067,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 517.0,
      "ebshear": 35.0,
      "srh01": 178.0,
      "maxllaz": 0.004,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 178.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.6177
        },
        {
          "name": "alignment",
          "value": 0.0576
        },
        {
          "name": "tau",
          "value": 1.4561
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5244
      },
      "coherence_score": 1.456115484237671,
      "coherence_diagnostics": {
        "tau": 1.456115484237671,
        "grad_tau": 0.15663138031959534,
        "torsion": 0.0,
        "alignment": 0.057638928294181824,
        "S_field": 0.26921379566192627,
        "Gamma_field": 0.16237671673297882,
        "S_over_Gamma": 1.6579581499099731,
        "Da": 9.877368927001953,
        "E_coh": 0.02777249924838543,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -89.91,
              41.22
            ],
            [
              -89.89,
              41.22
            ],
            [
              -89.83,
              41.19
            ],
            [
              -89.81,
              41.17
            ],
            [
              -89.77,
              41.16
            ],
            [
              -89.75,
              41.13
            ],
            [
              -89.75,
              41.08
            ],
            [
              -89.79,
              41.05
            ],
            [
              -89.85,
              41.05
            ],
            [
              -89.87,
              41.06
            ],
            [
              -89.88,
              41.07
            ],
            [
              -89.88,
              41.09
            ],
            [
              -89.96,
              41.16
            ],
            [
              -89.96,
              41.19
            ],
            [
              -89.94,
              41.21
            ],
            [
              -89.92,
              41.21
            ],
            [
              -89.91,
              41.22
            ]
          ]
        ]
      },
      "raw_probability": 0.5244,
      "confidence_lo": 0.0066,
      "confidence_hi": 0.0067,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "0a0f5aa5ff0ab058f7b3eeb553cd7ec6432f8581215858e4cc1aaf52cace8e6f",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.5244,
        "probability": 0.00672,
        "confidence_lo": 0.006614,
        "confidence_hi": 0.006721,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4e39f70e918b54d2d449a1815b145c10ee4ef64a546a98106ba46c3e267c800a",
        "signature": {
          "alg": "ed25519",
          "sig": "d7e2defa80bd98d9f3b2636221ffc57e21244b33b5dd4d3c6955838160960ed4f5d8abdf6843a3a319bcf919bb3cf043687510f72ba46a351e0d7303a5a16109"
        }
      },
      "receipt_sha256": "4e39f70e918b54d2d449a1815b145c10ee4ef64a546a98106ba46c3e267c800a"
    },
    {
      "storm_id": "231708",
      "lat": 41.5044,
      "lon": -89.4333,
      "motion_east": 8.6,
      "motion_south": -4.0,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0067,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 226.0,
      "ebshear": 31.0,
      "srh01": 167.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 167.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.6177
        },
        {
          "name": "alignment",
          "value": 0.0576
        },
        {
          "name": "tau",
          "value": 1.4561
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5103
      },
      "coherence_score": 1.456115484237671,
      "coherence_diagnostics": {
        "tau": 1.456115484237671,
        "grad_tau": 0.15663138031959534,
        "torsion": 0.0,
        "alignment": 0.057638928294181824,
        "S_field": 0.26921379566192627,
        "Gamma_field": 0.16237671673297882,
        "S_over_Gamma": 1.6579581499099731,
        "Da": 9.877368927001953,
        "E_coh": 0.02777249924838543,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -89.48,
              41.57
            ],
            [
              -89.42,
              41.57
            ],
            [
              -89.41,
              41.56
            ],
            [
              -89.36,
              41.55
            ],
            [
              -89.33,
              41.52
            ],
            [
              -89.33,
              41.48
            ],
            [
              -89.36,
              41.45
            ],
            [
              -89.38,
              41.45
            ],
            [
              -89.39,
              41.44
            ],
            [
              -89.43,
              41.44
            ],
            [
              -89.44,
              41.45
            ],
            [
              -89.47,
              41.45
            ],
            [
              -89.49,
              41.46
            ],
            [
              -89.51,
              41.48
            ],
            [
              -89.52,
              41.53
            ],
            [
              -89.5,
              41.55
            ],
            [
              -89.5,
              41.56
            ],
            [
              -89.48,
              41.57
            ]
          ]
        ]
      },
      "raw_probability": 0.5103,
      "confidence_lo": 0.0066,
      "confidence_hi": 0.0067,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "4bab7ee76c510598d24c54ff48a873fb4ddfacff4703a65b6896ba98a1399d37",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.5103,
        "probability": 0.00672,
        "confidence_lo": 0.006614,
        "confidence_hi": 0.006721,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2faf7f5b50fed284f2a41d72c40064f4ad75d444b414f6871b3514411fc0bc56",
        "signature": {
          "alg": "ed25519",
          "sig": "463ddd3a5491fe62e34446c55f8d2dbb776f5205190b45fca0c29355ba404b949184e9bc69834688891decabd6f08929bcff5c352961fdbebf8633db6a7d1909"
        }
      },
      "receipt_sha256": "2faf7f5b50fed284f2a41d72c40064f4ad75d444b414f6871b3514411fc0bc56"
    },
    {
      "storm_id": "231710",
      "lat": 41.31,
      "lon": -89.6655,
      "motion_east": 9.0,
      "motion_south": -4.0,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0067,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 346.0,
      "ebshear": 34.0,
      "srh01": 154.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 154.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.6177
        },
        {
          "name": "alignment",
          "value": 0.0576
        },
        {
          "name": "tau",
          "value": 1.4561
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5103
      },
      "coherence_score": 1.456115484237671,
      "coherence_diagnostics": {
        "tau": 1.456115484237671,
        "grad_tau": 0.15663138031959534,
        "torsion": 0.0,
        "alignment": 0.057638928294181824,
        "S_field": 0.26921379566192627,
        "Gamma_field": 0.16237671673297882,
        "S_over_Gamma": 1.6579581499099731,
        "Da": 9.877368927001953,
        "E_coh": 0.02777249924838543,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -89.7,
              41.35
            ],
            [
              -89.64,
              41.35
            ],
            [
              -89.62,
              41.34
            ],
            [
              -89.6,
              41.32
            ],
            [
              -89.6,
              41.27
            ],
            [
              -89.65,
              41.26
            ],
            [
              -89.66,
              41.27
            ],
            [
              -89.71,
              41.28
            ],
            [
              -89.72,
              41.29
            ],
            [
              -89.72,
              41.33
            ],
            [
              -89.7,
              41.35
            ]
          ]
        ]
      },
      "raw_probability": 0.5103,
      "confidence_lo": 0.0066,
      "confidence_hi": 0.0067,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "4bab7ee76c510598d24c54ff48a873fb4ddfacff4703a65b6896ba98a1399d37",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.5103,
        "probability": 0.00672,
        "confidence_lo": 0.006614,
        "confidence_hi": 0.006721,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2faf7f5b50fed284f2a41d72c40064f4ad75d444b414f6871b3514411fc0bc56",
        "signature": {
          "alg": "ed25519",
          "sig": "463ddd3a5491fe62e34446c55f8d2dbb776f5205190b45fca0c29355ba404b949184e9bc69834688891decabd6f08929bcff5c352961fdbebf8633db6a7d1909"
        }
      },
      "receipt_sha256": "2faf7f5b50fed284f2a41d72c40064f4ad75d444b414f6871b3514411fc0bc56"
    },
    {
      "storm_id": "231988",
      "lat": 41.2742,
      "lon": -89.465,
      "motion_east": 8.2,
      "motion_south": -3.0,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0067,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 251.0,
      "ebshear": 28.0,
      "srh01": 145.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 145.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.6177
        },
        {
          "name": "alignment",
          "value": 0.0576
        },
        {
          "name": "tau",
          "value": 1.4561
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5103
      },
      "coherence_score": 1.456115484237671,
      "coherence_diagnostics": {
        "tau": 1.456115484237671,
        "grad_tau": 0.15663138031959534,
        "torsion": 0.0,
        "alignment": 0.057638928294181824,
        "S_field": 0.26921379566192627,
        "Gamma_field": 0.16237671673297882,
        "S_over_Gamma": 1.6579581499099731,
        "Da": 9.877368927001953,
        "E_coh": 0.02777249924838543,
        "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": [
          [
            [
              -89.49,
              41.32
            ],
            [
              -89.47,
              41.31
            ],
            [
              -89.45,
              41.29
            ],
            [
              -89.45,
              41.28
            ],
            [
              -89.42,
              41.26
            ],
            [
              -89.42,
              41.24
            ],
            [
              -89.43,
              41.23
            ],
            [
              -89.45,
              41.24
            ],
            [
              -89.49,
              41.24
            ],
            [
              -89.51,
              41.26
            ],
            [
              -89.51,
              41.3
            ],
            [
              -89.49,
              41.32
            ]
          ]
        ]
      },
      "raw_probability": 0.5103,
      "confidence_lo": 0.0066,
      "confidence_hi": 0.0067,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "4bab7ee76c510598d24c54ff48a873fb4ddfacff4703a65b6896ba98a1399d37",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.5103,
        "probability": 0.00672,
        "confidence_lo": 0.006614,
        "confidence_hi": 0.006721,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2faf7f5b50fed284f2a41d72c40064f4ad75d444b414f6871b3514411fc0bc56",
        "signature": {
          "alg": "ed25519",
          "sig": "463ddd3a5491fe62e34446c55f8d2dbb776f5205190b45fca0c29355ba404b949184e9bc69834688891decabd6f08929bcff5c352961fdbebf8633db6a7d1909"
        }
      },
      "receipt_sha256": "2faf7f5b50fed284f2a41d72c40064f4ad75d444b414f6871b3514411fc0bc56"
    },
    {
      "storm_id": "232008",
      "lat": 41.3833,
      "lon": -90.2022,
      "motion_east": 7.0,
      "motion_south": -2.0,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0067,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 742.0,
      "ebshear": 33.0,
      "srh01": 219.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 219.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.6177
        },
        {
          "name": "alignment",
          "value": 0.0576
        },
        {
          "name": "tau",
          "value": 1.4561
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4962
      },
      "coherence_score": 1.456115484237671,
      "coherence_diagnostics": {
        "tau": 1.456115484237671,
        "grad_tau": 0.15663138031959534,
        "torsion": 0.0,
        "alignment": 0.057638928294181824,
        "S_field": 0.26921379566192627,
        "Gamma_field": 0.16237671673297882,
        "S_over_Gamma": 1.6579581499099731,
        "Da": 9.877368927001953,
        "E_coh": 0.02777249924838543,
        "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": [
          [
            [
              -90.21,
              41.41
            ],
            [
              -90.18,
              41.41
            ],
            [
              -90.17,
              41.4
            ],
            [
              -90.17,
              41.37
            ],
            [
              -90.2,
              41.35
            ],
            [
              -90.22,
              41.35
            ],
            [
              -90.23,
              41.36
            ],
            [
              -90.23,
              41.39
            ],
            [
              -90.21,
              41.41
            ]
          ]
        ]
      },
      "raw_probability": 0.4962,
      "confidence_lo": 0.0066,
      "confidence_hi": 0.0067,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "bd4cc81d13c53ddfc7b857a2ed6c660ead4b18d3e1b11e2b3e58e6fddfb4e2e6",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.4962,
        "probability": 0.00672,
        "confidence_lo": 0.006614,
        "confidence_hi": 0.006721,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6bc8b07ff57f732fe248dd707cdba1ed7924d9544deb8f110d7d42059971c80d",
        "signature": {
          "alg": "ed25519",
          "sig": "f10693c237553da019405c774ce73581835c2eba2ab722dd0450bde9db54f54d217edbc7ecf12f75da9530925eedfaf047682e7bc2c7ee3ae482a84a0bb7700d"
        }
      },
      "receipt_sha256": "6bc8b07ff57f732fe248dd707cdba1ed7924d9544deb8f110d7d42059971c80d"
    },
    {
      "storm_id": "232094",
      "lat": 37.2437,
      "lon": -89.9575,
      "motion_east": 4.1,
      "motion_south": 1.7,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0067,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 815.0,
      "ebshear": 45.0,
      "srh01": 135.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 135.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.1177
        },
        {
          "name": "alignment",
          "value": 8.8027
        },
        {
          "name": "tau",
          "value": 2.2142
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4366
      },
      "coherence_score": 2.2142107486724854,
      "coherence_diagnostics": {
        "tau": 2.2142107486724854,
        "grad_tau": 0.46971967816352844,
        "torsion": 0.0,
        "alignment": 8.802663803100586,
        "S_field": 1.2237298488616943,
        "Gamma_field": 0.2357100397348404,
        "S_over_Gamma": 5.191674709320068,
        "Da": 13.375438690185547,
        "E_coh": 0.9001319408416748,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -89.97,
              37.28
            ],
            [
              -89.93,
              37.27
            ],
            [
              -89.93,
              37.22
            ],
            [
              -89.92,
              37.21
            ],
            [
              -89.97,
              37.21
            ],
            [
              -89.98,
              37.22
            ],
            [
              -89.99,
              37.26
            ],
            [
              -89.97,
              37.28
            ]
          ]
        ]
      },
      "raw_probability": 0.4366,
      "confidence_lo": 0.0066,
      "confidence_hi": 0.0067,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "646e4859496558e869a9e032708fa3e87ec9e5971486f8339d2d14de3b6f6fe9",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.4366,
        "probability": 0.00672,
        "confidence_lo": 0.006614,
        "confidence_hi": 0.006721,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7522bc56509a2841d21b44ae73fc87cfd04bfd587b6227b11082594eb5ae6912",
        "signature": {
          "alg": "ed25519",
          "sig": "d9735b92dcce99cf5a880dccd0ee27fc1d78b7ec49645ac3a508fd2b868a6efd2dadad5ddbae828b9b30bb500967f34388dcf7f7c0f3614b33c2f045cd0d6204"
        }
      },
      "receipt_sha256": "7522bc56509a2841d21b44ae73fc87cfd04bfd587b6227b11082594eb5ae6912"
    },
    {
      "storm_id": "231680",
      "lat": 40.3267,
      "lon": -89.9956,
      "motion_east": 11.7,
      "motion_south": -4.0,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.006,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 801.0,
      "ebshear": 44.0,
      "srh01": 183.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 183.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.7427
        },
        {
          "name": "alignment",
          "value": -1.059
        },
        {
          "name": "tau",
          "value": 1.5013
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4149
      },
      "coherence_score": 1.5013070106506348,
      "coherence_diagnostics": {
        "tau": 1.5013070106506348,
        "grad_tau": 0.25891491770744324,
        "torsion": 0.0,
        "alignment": -1.0590260028839111,
        "S_field": 0.1589900553226471,
        "Gamma_field": 0.2565433979034424,
        "S_over_Gamma": 0.6197394132614136,
        "Da": 14.463146209716797,
        "E_coh": 0.5632842779159546,
        "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": [
          [
            [
              -90.0,
              40.36
            ],
            [
              -89.98,
              40.36
            ],
            [
              -89.95,
              40.34
            ],
            [
              -89.95,
              40.31
            ],
            [
              -89.99,
              40.28
            ],
            [
              -90.01,
              40.28
            ],
            [
              -90.04,
              40.31
            ],
            [
              -90.04,
              40.34
            ],
            [
              -90.0,
              40.36
            ]
          ]
        ]
      },
      "raw_probability": 0.4149,
      "confidence_lo": 0.0055,
      "confidence_hi": 0.006,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "e3c18dd0bc329715eed15cc70134eaa859e379c0edb2b0410ff0a457d75f4257",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.4149,
        "probability": 0.005963,
        "confidence_lo": 0.005539,
        "confidence_hi": 0.005965,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "cb5539475e1e365c5546058a4d54b3da5d6d2664eaeaf8beb1d9fad0c8345b6b",
        "signature": {
          "alg": "ed25519",
          "sig": "10e8afb333637a938e67d699577209bf57995961b4aa4df2d44112da360a28839a7bc91778e8fb85c01d48af2f34deb1477a1512bf5ff02bf1a0b6a6420cd309"
        }
      },
      "receipt_sha256": "cb5539475e1e365c5546058a4d54b3da5d6d2664eaeaf8beb1d9fad0c8345b6b"
    },
    {
      "storm_id": "231912",
      "lat": 40.7167,
      "lon": -90.0789,
      "motion_east": 10.7,
      "motion_south": -4.0,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.006,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 731.0,
      "ebshear": 42.0,
      "srh01": 174.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 174.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.7427
        },
        {
          "name": "alignment",
          "value": -1.059
        },
        {
          "name": "tau",
          "value": 1.5013
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4054
      },
      "coherence_score": 1.5013070106506348,
      "coherence_diagnostics": {
        "tau": 1.5013070106506348,
        "grad_tau": 0.25891491770744324,
        "torsion": 0.0,
        "alignment": -1.0590260028839111,
        "S_field": 0.1589900553226471,
        "Gamma_field": 0.2565433979034424,
        "S_over_Gamma": 0.6197394132614136,
        "Da": 14.463146209716797,
        "E_coh": 0.5632842779159546,
        "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": [
          [
            [
              -90.12,
              40.75
            ],
            [
              -90.07,
              40.75
            ],
            [
              -90.05,
              40.74
            ],
            [
              -90.04,
              40.73
            ],
            [
              -90.04,
              40.7
            ],
            [
              -90.06,
              40.68
            ],
            [
              -90.1,
              40.67
            ],
            [
              -90.11,
              40.68
            ],
            [
              -90.12,
              40.75
            ]
          ]
        ]
      },
      "raw_probability": 0.4054,
      "confidence_lo": 0.0055,
      "confidence_hi": 0.006,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "3d1f74320f35679d1818469d91da01d09aed19a3f4a672cda4f8ca651e501462",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.4054,
        "probability": 0.005963,
        "confidence_lo": 0.005539,
        "confidence_hi": 0.005965,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e745a436fda9fd1f919c2ed10bedda696ded7e687da77910be06f1427aa68e9c",
        "signature": {
          "alg": "ed25519",
          "sig": "a686faf7850fded18362c50dfe1d7c5a78ccd7084a58b9af3152df64e7acc75b8e95248e73e27c806fa9cc529f2d46ff4d4dfb906c74adc0a43b4d13f0afbf0d"
        }
      },
      "receipt_sha256": "e745a436fda9fd1f919c2ed10bedda696ded7e687da77910be06f1427aa68e9c"
    },
    {
      "storm_id": "232074",
      "lat": 40.827,
      "lon": -90.127,
      "motion_east": 9.6,
      "motion_south": -3.0,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.006,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 771.0,
      "ebshear": 37.0,
      "srh01": 180.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 180.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.7427
        },
        {
          "name": "alignment",
          "value": -1.059
        },
        {
          "name": "tau",
          "value": 1.5013
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4054
      },
      "coherence_score": 1.5013070106506348,
      "coherence_diagnostics": {
        "tau": 1.5013070106506348,
        "grad_tau": 0.25891491770744324,
        "torsion": 0.0,
        "alignment": -1.0590260028839111,
        "S_field": 0.1589900553226471,
        "Gamma_field": 0.2565433979034424,
        "S_over_Gamma": 0.6197394132614136,
        "Da": 14.463146209716797,
        "E_coh": 0.5632842779159546,
        "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": [
          [
            [
              -90.12,
              40.86
            ],
            [
              -90.09,
              40.85
            ],
            [
              -90.09,
              40.8
            ],
            [
              -90.11,
              40.79
            ],
            [
              -90.15,
              40.79
            ],
            [
              -90.16,
              40.8
            ],
            [
              -90.15,
              40.82
            ],
            [
              -90.15,
              40.85
            ],
            [
              -90.13,
              40.85
            ],
            [
              -90.12,
              40.86
            ]
          ]
        ]
      },
      "raw_probability": 0.4054,
      "confidence_lo": 0.0055,
      "confidence_hi": 0.006,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "3d1f74320f35679d1818469d91da01d09aed19a3f4a672cda4f8ca651e501462",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.4054,
        "probability": 0.005963,
        "confidence_lo": 0.005539,
        "confidence_hi": 0.005965,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e745a436fda9fd1f919c2ed10bedda696ded7e687da77910be06f1427aa68e9c",
        "signature": {
          "alg": "ed25519",
          "sig": "a686faf7850fded18362c50dfe1d7c5a78ccd7084a58b9af3152df64e7acc75b8e95248e73e27c806fa9cc529f2d46ff4d4dfb906c74adc0a43b4d13f0afbf0d"
        }
      },
      "receipt_sha256": "e745a436fda9fd1f919c2ed10bedda696ded7e687da77910be06f1427aa68e9c"
    },
    {
      "storm_id": "231711",
      "lat": 39.3278,
      "lon": -90.18,
      "motion_east": 12.9,
      "motion_south": -6.0,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0037,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1589.0,
      "ebshear": 51.0,
      "srh01": 195.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 195.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.6177
        },
        {
          "name": "alignment",
          "value": 6.9627
        },
        {
          "name": "tau",
          "value": 1.6669
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3779
      },
      "coherence_score": 1.6668505668640137,
      "coherence_diagnostics": {
        "tau": 1.6668505668640137,
        "grad_tau": 0.35945457220077515,
        "torsion": 0.0,
        "alignment": 6.962656497955322,
        "S_field": 0.25360244512557983,
        "Gamma_field": 0.31154340505599976,
        "S_over_Gamma": 0.8140196204185486,
        "Da": 17.425228118896484,
        "E_coh": 0.4284496605396271,
        "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": [
          [
            [
              -90.2,
              39.37
            ],
            [
              -90.15,
              39.36
            ],
            [
              -90.13,
              39.34
            ],
            [
              -90.13,
              39.31
            ],
            [
              -90.15,
              39.28
            ],
            [
              -90.2,
              39.28
            ],
            [
              -90.23,
              39.3
            ],
            [
              -90.23,
              39.34
            ],
            [
              -90.2,
              39.37
            ]
          ]
        ]
      },
      "raw_probability": 0.3779,
      "confidence_lo": 0.0031,
      "confidence_hi": 0.0037,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "47d9ce3ed883710c1d6312fc1ee4e5190a092fa62c25740fa251113ddc72166d",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.3779,
        "probability": 0.003707,
        "confidence_lo": 0.00311,
        "confidence_hi": 0.003709,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "bfaf30b9e963b44f23466744f59c8ed5b13f65b6f68fd4401b28d8bb7e0b378d",
        "signature": {
          "alg": "ed25519",
          "sig": "e6a429cb6fa8c95fa6aa83d161bd896f4a0a02f90a244b449a4dcbe1ff81accbf1b1226b9f3a9b12094e294e1f9d55c404dfb36bd43e32941238b21f52858409"
        }
      },
      "receipt_sha256": "bfaf30b9e963b44f23466744f59c8ed5b13f65b6f68fd4401b28d8bb7e0b378d"
    },
    {
      "storm_id": "232011",
      "lat": 39.244,
      "lon": -90.042,
      "motion_east": 12.8,
      "motion_south": -6.0,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0037,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1138.0,
      "ebshear": 52.0,
      "srh01": 192.0,
      "maxllaz": 0.003,
      "mesh": 0.08,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 192.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.6177
        },
        {
          "name": "alignment",
          "value": 6.9627
        },
        {
          "name": "tau",
          "value": 1.6669
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3779
      },
      "coherence_score": 1.6668505668640137,
      "coherence_diagnostics": {
        "tau": 1.6668505668640137,
        "grad_tau": 0.35945457220077515,
        "torsion": 0.0,
        "alignment": 6.962656497955322,
        "S_field": 0.25360244512557983,
        "Gamma_field": 0.31154340505599976,
        "S_over_Gamma": 0.8140196204185486,
        "Da": 17.425228118896484,
        "E_coh": 0.4284496605396271,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -90.07,
              39.28
            ],
            [
              -90.03,
              39.28
            ],
            [
              -90.01,
              39.27
            ],
            [
              -90.0,
              39.25
            ],
            [
              -90.0,
              39.21
            ],
            [
              -90.01,
              39.2
            ],
            [
              -90.05,
              39.19
            ],
            [
              -90.09,
              39.22
            ],
            [
              -90.09,
              39.26
            ],
            [
              -90.07,
              39.28
            ]
          ]
        ]
      },
      "raw_probability": 0.3779,
      "confidence_lo": 0.0031,
      "confidence_hi": 0.0037,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "47d9ce3ed883710c1d6312fc1ee4e5190a092fa62c25740fa251113ddc72166d",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.3779,
        "probability": 0.003707,
        "confidence_lo": 0.00311,
        "confidence_hi": 0.003709,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "bfaf30b9e963b44f23466744f59c8ed5b13f65b6f68fd4401b28d8bb7e0b378d",
        "signature": {
          "alg": "ed25519",
          "sig": "e6a429cb6fa8c95fa6aa83d161bd896f4a0a02f90a244b449a4dcbe1ff81accbf1b1226b9f3a9b12094e294e1f9d55c404dfb36bd43e32941238b21f52858409"
        }
      },
      "receipt_sha256": "bfaf30b9e963b44f23466744f59c8ed5b13f65b6f68fd4401b28d8bb7e0b378d"
    },
    {
      "storm_id": "229062",
      "lat": 41.0431,
      "lon": -90.3808,
      "motion_east": 6.2,
      "motion_south": -1.0,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0033,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1228.0,
      "ebshear": 38.0,
      "srh01": 191.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 191.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.1177
        },
        {
          "name": "alignment",
          "value": -4.3546
        },
        {
          "name": "tau",
          "value": 1.3139
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3768
      },
      "coherence_score": 1.3138704299926758,
      "coherence_diagnostics": {
        "tau": 1.3138704299926758,
        "grad_tau": 0.12874408066272736,
        "torsion": 0.0,
        "alignment": -4.354595184326172,
        "S_field": 0.2241905927658081,
        "Gamma_field": 0.1573767066001892,
        "S_over_Gamma": 1.4245474338531494,
        "Da": 9.053025245666504,
        "E_coh": 0.018226711079478264,
        "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": 5,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -90.43,
              41.09
            ],
            [
              -90.36,
              41.09
            ],
            [
              -90.35,
              41.08
            ],
            [
              -90.32,
              41.08
            ],
            [
              -90.29,
              41.04
            ],
            [
              -90.3,
              41.0
            ],
            [
              -90.32,
              40.99
            ],
            [
              -90.38,
              40.99
            ],
            [
              -90.41,
              41.01
            ],
            [
              -90.44,
              41.01
            ],
            [
              -90.46,
              41.02
            ],
            [
              -90.46,
              41.07
            ],
            [
              -90.43,
              41.09
            ]
          ]
        ]
      },
      "raw_probability": 0.3768,
      "confidence_lo": 0.0031,
      "confidence_hi": 0.0033,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "4724afeffd7f13de30d7c7e2412326cf1247bd2bebb91db5a491a9cbbe6a53ce",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.3768,
        "probability": 0.003266,
        "confidence_lo": 0.00311,
        "confidence_hi": 0.003266,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "fdee32cd5ae493ae8cb59efaa8169e219c4eebc9af4c76ce31e4b3bce1b5156e",
        "signature": {
          "alg": "ed25519",
          "sig": "41030819bd88fe6822978cfbbec2fa05deec4e88f554a7e75c51413732eddac86da9cb1f9335c689a966073e51f430539a4a34a86f0badbb2479516dedb2b604"
        }
      },
      "receipt_sha256": "fdee32cd5ae493ae8cb59efaa8169e219c4eebc9af4c76ce31e4b3bce1b5156e"
    },
    {
      "storm_id": "231791",
      "lat": 40.628,
      "lon": -89.821,
      "motion_east": 11.0,
      "motion_south": -3.0,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0033,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 444.0,
      "ebshear": 38.0,
      "srh01": 165.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 165.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.7427
        },
        {
          "name": "alignment",
          "value": -1.059
        },
        {
          "name": "tau",
          "value": 1.5013
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3759
      },
      "coherence_score": 1.5013070106506348,
      "coherence_diagnostics": {
        "tau": 1.5013070106506348,
        "grad_tau": 0.25891491770744324,
        "torsion": 0.0,
        "alignment": -1.0590260028839111,
        "S_field": 0.1589900553226471,
        "Gamma_field": 0.2565433979034424,
        "S_over_Gamma": 0.6197394132614136,
        "Da": 14.463146209716797,
        "E_coh": 0.5632842779159546,
        "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": [
          [
            [
              -89.87,
              40.72
            ],
            [
              -89.85,
              40.72
            ],
            [
              -89.85,
              40.71
            ],
            [
              -89.83,
              40.69
            ],
            [
              -89.79,
              40.67
            ],
            [
              -89.72,
              40.6
            ],
            [
              -89.7,
              40.59
            ],
            [
              -89.7,
              40.54
            ],
            [
              -89.71,
              40.53
            ],
            [
              -89.76,
              40.53
            ],
            [
              -89.77,
              40.54
            ],
            [
              -89.79,
              40.54
            ],
            [
              -89.86,
              40.59
            ],
            [
              -89.88,
              40.59
            ],
            [
              -89.89,
              40.6
            ],
            [
              -89.89,
              40.64
            ],
            [
              -89.91,
              40.66
            ],
            [
              -89.91,
              40.67
            ],
            [
              -89.87,
              40.71
            ],
            [
              -89.87,
              40.72
            ]
          ]
        ]
      },
      "raw_probability": 0.3759,
      "confidence_lo": 0.0031,
      "confidence_hi": 0.0033,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "9f946b81d3cfd44ef48e872c61d8a7e643798030a351eeb08c02b0b686000d07",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.3759,
        "probability": 0.003266,
        "confidence_lo": 0.00311,
        "confidence_hi": 0.003266,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "79bdb5208e45028238545802ff01c7b647dd131fea6e5c39f82c7c24fdb75342",
        "signature": {
          "alg": "ed25519",
          "sig": "15b864d5460906aff93e783e6b5b09c7415ac35e0a0c076b62d0d0fb42ff61e4e7ae0d2e973f215436adbe05fe5d76ff56aa2e4d9b27aa3e02e543e8444e0c06"
        }
      },
      "receipt_sha256": "79bdb5208e45028238545802ff01c7b647dd131fea6e5c39f82c7c24fdb75342"
    },
    {
      "storm_id": "231699",
      "lat": 48.5814,
      "lon": -77.9035,
      "motion_east": 2.2,
      "motion_south": 1.6,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0032,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 796.0,
      "ebshear": 17.0,
      "srh01": 72.0,
      "maxllaz": 0.009,
      "mesh": 0.46,
      "flash_rate": 8.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 72.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.8677
        },
        {
          "name": "alignment",
          "value": -7.9278
        },
        {
          "name": "tau",
          "value": 0.3781
        },
        {
          "name": "maxllaz",
          "value": 0.009
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3636
      },
      "coherence_score": 0.3781483769416809,
      "coherence_diagnostics": {
        "tau": 0.3781483769416809,
        "grad_tau": 0.28992244601249695,
        "torsion": 0.0,
        "alignment": -7.92779016494751,
        "S_field": 0.6288474202156067,
        "Gamma_field": 0.8882100582122803,
        "S_over_Gamma": 0.7079940438270569,
        "Da": 54.20760726928711,
        "E_coh": 0.35215023159980774,
        "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": [
          [
            [
              -77.73,
              48.72
            ],
            [
              -77.72,
              48.72
            ],
            [
              -77.72,
              48.7
            ],
            [
              -77.71,
              48.69
            ],
            [
              -77.71,
              48.66
            ],
            [
              -77.73,
              48.63
            ],
            [
              -77.73,
              48.59
            ],
            [
              -77.77,
              48.55
            ],
            [
              -77.78,
              48.56
            ],
            [
              -77.85,
              48.56
            ],
            [
              -77.86,
              48.55
            ],
            [
              -77.88,
              48.55
            ],
            [
              -77.91,
              48.52
            ],
            [
              -77.91,
              48.51
            ],
            [
              -77.94,
              48.48
            ],
            [
              -77.95,
              48.45
            ],
            [
              -77.97,
              48.43
            ],
            [
              -78.0,
              48.43
            ],
            [
              -78.03,
              48.46
            ],
            [
              -78.12,
              48.49
            ],
            [
              -78.12,
              48.5
            ],
            [
              -78.14,
              48.51
            ],
            [
              -78.15,
              48.53
            ],
            [
              -78.15,
              48.58
            ],
            [
              -78.12,
              48.61
            ],
            [
              -78.09,
              48.61
            ],
            [
              -78.04,
              48.58
            ],
            [
              -78.01,
              48.58
            ],
            [
              -78.0,
              48.57
            ],
            [
              -77.94,
              48.57
            ],
            [
              -77.93,
              48.58
            ],
            [
              -77.9,
              48.58
            ],
            [
              -77.81,
              48.67
            ],
            [
              -77.79,
              48.68
            ],
            [
              -77.76,
              48.68
            ],
            [
              -77.73,
              48.71
            ],
            [
              -77.73,
              48.72
            ]
          ]
        ]
      },
      "raw_probability": 0.3636,
      "confidence_lo": 0.0031,
      "confidence_hi": 0.0032,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "13ef6ee98051d58831ad4b9b8be5d37eb548d59c183a919b3ec4ca3ba7bf3c75",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.3636,
        "probability": 0.003206,
        "confidence_lo": 0.00311,
        "confidence_hi": 0.003207,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a6e382c40f3a7200f3c41e859c533431038b5c78a198322557eadcc8c8cf11dc",
        "signature": {
          "alg": "ed25519",
          "sig": "49235d25ac548482781cc439bda2d566b8d1868e42686ab2312357bbaea5f821f652ce40f0839a81ff724e28f4848ede7a40fc3930c0d637c3e94550ab01db08"
        }
      },
      "receipt_sha256": "a6e382c40f3a7200f3c41e859c533431038b5c78a198322557eadcc8c8cf11dc"
    },
    {
      "storm_id": "230587",
      "lat": 40.2208,
      "lon": -90.3404,
      "motion_east": 12.0,
      "motion_south": -5.0,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0032,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 956.0,
      "ebshear": 48.0,
      "srh01": 182.0,
      "maxllaz": 0.004,
      "mesh": 0.07,
      "flash_rate": 5.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 182.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.6177
        },
        {
          "name": "alignment",
          "value": 4.9866
        },
        {
          "name": "tau",
          "value": 1.2986
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3575
      },
      "coherence_score": 1.2986128330230713,
      "coherence_diagnostics": {
        "tau": 1.2986128330230713,
        "grad_tau": 0.17057107388973236,
        "torsion": 0.0,
        "alignment": 4.986584663391113,
        "S_field": 0.0476522259414196,
        "Gamma_field": 0.16487671434879303,
        "S_over_Gamma": 0.28901731967926025,
        "Da": 9.108028411865234,
        "E_coh": 0.05159233137965202,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 5,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -90.37,
              40.4
            ],
            [
              -90.31,
              40.4
            ],
            [
              -90.25,
              40.34
            ],
            [
              -90.24,
              40.32
            ],
            [
              -90.24,
              40.31
            ],
            [
              -90.32,
              40.23
            ],
            [
              -90.32,
              40.21
            ],
            [
              -90.26,
              40.16
            ],
            [
              -90.23,
              40.15
            ],
            [
              -90.21,
              40.13
            ],
            [
              -90.21,
              40.08
            ],
            [
              -90.23,
              40.06
            ],
            [
              -90.26,
              40.06
            ],
            [
              -90.33,
              40.11
            ],
            [
              -90.35,
              40.11
            ],
            [
              -90.36,
              40.12
            ],
            [
              -90.4,
              40.12
            ],
            [
              -90.46,
              40.18
            ],
            [
              -90.47,
              40.21
            ],
            [
              -90.52,
              40.26
            ],
            [
              -90.52,
              40.3
            ],
            [
              -90.51,
              40.31
            ],
            [
              -90.43,
              40.33
            ],
            [
              -90.37,
              40.4
            ]
          ]
        ]
      },
      "raw_probability": 0.3575,
      "confidence_lo": 0.0031,
      "confidence_hi": 0.0032,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "3aa6bc9091ffc219144d31687c09b9cb7cf41ec203fd5579f7dee241974d1dea",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.3575,
        "probability": 0.003206,
        "confidence_lo": 0.00311,
        "confidence_hi": 0.003207,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1cc3c4e9e0286013040c514692feed446f95eae85143e69150e78bd1011fc7ba",
        "signature": {
          "alg": "ed25519",
          "sig": "aee33ac25d45454141014d1e90192ea09584765e60a69f04ce70f1fd51a83b260a08ef62b1746fbc718d3b85caecf831a73d57760488cea1fa9b08bd0089330d"
        }
      },
      "receipt_sha256": "1cc3c4e9e0286013040c514692feed446f95eae85143e69150e78bd1011fc7ba"
    },
    {
      "storm_id": "231522",
      "lat": 39.4282,
      "lon": -89.9371,
      "motion_east": 12.6,
      "motion_south": -6.0,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0032,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1118.0,
      "ebshear": 50.0,
      "srh01": 180.0,
      "maxllaz": 0.001,
      "mesh": 0.11,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 180.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.1177
        },
        {
          "name": "alignment",
          "value": 6.893
        },
        {
          "name": "tau",
          "value": 1.5788
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3543
      },
      "coherence_score": 1.5788347721099854,
      "coherence_diagnostics": {
        "tau": 1.5788347721099854,
        "grad_tau": 0.3388478755950928,
        "torsion": 0.0,
        "alignment": 6.892979621887207,
        "S_field": 0.0886581614613533,
        "Gamma_field": 0.217376708984375,
        "S_over_Gamma": 0.40785491466522217,
        "Da": 11.948240280151367,
        "E_coh": 0.3058685064315796,
        "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": [
          [
            [
              -89.96,
              39.52
            ],
            [
              -89.91,
              39.51
            ],
            [
              -89.89,
              39.49
            ],
            [
              -89.88,
              39.46
            ],
            [
              -89.84,
              39.42
            ],
            [
              -89.84,
              39.37
            ],
            [
              -89.85,
              39.36
            ],
            [
              -89.92,
              39.36
            ],
            [
              -89.93,
              39.37
            ],
            [
              -89.96,
              39.36
            ],
            [
              -89.97,
              39.37
            ],
            [
              -90.0,
              39.37
            ],
            [
              -90.02,
              39.39
            ],
            [
              -90.02,
              39.44
            ],
            [
              -89.99,
              39.48
            ],
            [
              -89.99,
              39.49
            ],
            [
              -89.96,
              39.52
            ]
          ]
        ]
      },
      "raw_probability": 0.3543,
      "confidence_lo": 0.0031,
      "confidence_hi": 0.0032,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "bcbbe419343afd10c5db617f8ac5ddd28481c8e8b83cfebbe70eac69f8bce465",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.3543,
        "probability": 0.003206,
        "confidence_lo": 0.00311,
        "confidence_hi": 0.003207,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "71772791a4abe225391663eb5666cc0a8c2f0258cc035cdcae19a787ea857915",
        "signature": {
          "alg": "ed25519",
          "sig": "9bd5e8d8d6e4279a5ccb2b95080372b9c9af41ecf4827292fe62b8e57597460456671340d98d99731e6e414a8fc595cf1c04450597f8082723334295f92ff808"
        }
      },
      "receipt_sha256": "71772791a4abe225391663eb5666cc0a8c2f0258cc035cdcae19a787ea857915"
    },
    {
      "storm_id": "231956",
      "lat": 39.7858,
      "lon": -90.1325,
      "motion_east": 11.4,
      "motion_south": -4.0,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0032,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1243.0,
      "ebshear": 47.0,
      "srh01": 199.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 199.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.1177
        },
        {
          "name": "alignment",
          "value": 6.893
        },
        {
          "name": "tau",
          "value": 1.5788
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3389
      },
      "coherence_score": 1.5788347721099854,
      "coherence_diagnostics": {
        "tau": 1.5788347721099854,
        "grad_tau": 0.3388478755950928,
        "torsion": 0.0,
        "alignment": 6.892979621887207,
        "S_field": 0.0886581614613533,
        "Gamma_field": 0.217376708984375,
        "S_over_Gamma": 0.40785491466522217,
        "Da": 11.948240280151367,
        "E_coh": 0.3058685064315796,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -90.12,
              39.84
            ],
            [
              -90.09,
              39.83
            ],
            [
              -90.07,
              39.81
            ],
            [
              -90.06,
              39.78
            ],
            [
              -90.11,
              39.73
            ],
            [
              -90.15,
              39.74
            ],
            [
              -90.17,
              39.72
            ],
            [
              -90.19,
              39.75
            ],
            [
              -90.19,
              39.77
            ],
            [
              -90.18,
              39.79
            ],
            [
              -90.14,
              39.83
            ],
            [
              -90.12,
              39.84
            ]
          ]
        ]
      },
      "raw_probability": 0.3389,
      "confidence_lo": 0.0031,
      "confidence_hi": 0.0032,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "520a2242f75e7394031352e6b66a4e4727bb82256ce31a8bcb04119b5f033a71",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.3389,
        "probability": 0.003206,
        "confidence_lo": 0.00311,
        "confidence_hi": 0.003207,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b7159eef964ddc1858571890f8611186ff61f6d3e5f4ecf5e66bebe4a26340b5",
        "signature": {
          "alg": "ed25519",
          "sig": "eb226865810d9e50ee1d0d2949bce4a7df2a9df997b738a04af6a4993ed6aa7be22bb2c04c047aeb3c2433779cf0090a91d50d134ed80cd244d6a090d43a9803"
        }
      },
      "receipt_sha256": "b7159eef964ddc1858571890f8611186ff61f6d3e5f4ecf5e66bebe4a26340b5"
    },
    {
      "storm_id": "230979",
      "lat": 37.1108,
      "lon": -91.1775,
      "motion_east": 7.2,
      "motion_south": 2.4,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0032,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2118.0,
      "ebshear": 42.0,
      "srh01": 232.0,
      "maxllaz": 0.003,
      "mesh": 0.21,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 232.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.2427
        },
        {
          "name": "alignment",
          "value": 4.8491
        },
        {
          "name": "tau",
          "value": 1.3774
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3344
      },
      "coherence_score": 1.377440094947815,
      "coherence_diagnostics": {
        "tau": 1.377440094947815,
        "grad_tau": 0.6097337603569031,
        "torsion": 0.0,
        "alignment": 4.849055767059326,
        "S_field": 0.24934536218643188,
        "Gamma_field": 0.7565433979034424,
        "S_over_Gamma": 0.3295850157737732,
        "Da": 40.55927276611328,
        "E_coh": 0.7805451154708862,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 4,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -91.21,
              37.18
            ],
            [
              -91.17,
              37.18
            ],
            [
              -91.07,
              37.13
            ],
            [
              -91.06,
              37.07
            ],
            [
              -91.11,
              37.02
            ],
            [
              -91.16,
              37.01
            ],
            [
              -91.22,
              37.04
            ],
            [
              -91.22,
              37.07
            ],
            [
              -91.24,
              37.11
            ],
            [
              -91.24,
              37.17
            ],
            [
              -91.22,
              37.17
            ],
            [
              -91.21,
              37.18
            ]
          ]
        ]
      },
      "raw_probability": 0.3344,
      "confidence_lo": 0.0031,
      "confidence_hi": 0.0032,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "a37046fdace3695ee9ec8f3c4cb4566c6a14a43ad5ce4561e4d1af816646b7ac",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.3344,
        "probability": 0.003206,
        "confidence_lo": 0.00311,
        "confidence_hi": 0.003207,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ed29fc86a94ce7c5b87673ccbe51f21fb078fe9eeb517de68f64a2fc2e9b572a",
        "signature": {
          "alg": "ed25519",
          "sig": "7cc3b1f1a606e0f3d36e9d8e11e73930fa9e3dfe6c22d478c12b5997c8608c738c0c869245f5e755ff1c880a0482d7db1fabb15ad9c422a6bd6f6e09939ffd03"
        }
      },
      "receipt_sha256": "ed29fc86a94ce7c5b87673ccbe51f21fb078fe9eeb517de68f64a2fc2e9b572a"
    },
    {
      "storm_id": "229411",
      "lat": 38.2647,
      "lon": -90.6213,
      "motion_east": 10.0,
      "motion_south": 4.3,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0032,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1263.0,
      "ebshear": 48.0,
      "srh01": 210.0,
      "maxllaz": 0.004,
      "mesh": 0.15,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 210.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.6177
        },
        {
          "name": "alignment",
          "value": 7.7626
        },
        {
          "name": "tau",
          "value": 1.4211
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3318
      },
      "coherence_score": 1.4211236238479614,
      "coherence_diagnostics": {
        "tau": 1.4211236238479614,
        "grad_tau": 0.4154275953769684,
        "torsion": 0.0,
        "alignment": 7.762631893157959,
        "S_field": 0.2529284954071045,
        "Gamma_field": 0.4073767066001892,
        "S_over_Gamma": 0.6208712458610535,
        "Da": 21.452680587768555,
        "E_coh": 0.6043834686279297,
        "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": [
          [
            [
              -90.66,
              38.36
            ],
            [
              -90.64,
              38.36
            ],
            [
              -90.58,
              38.29
            ],
            [
              -90.55,
              38.29
            ],
            [
              -90.54,
              38.28
            ],
            [
              -90.54,
              38.23
            ],
            [
              -90.56,
              38.21
            ],
            [
              -90.59,
              38.21
            ],
            [
              -90.63,
              38.19
            ],
            [
              -90.65,
              38.19
            ],
            [
              -90.66,
              38.2
            ],
            [
              -90.66,
              38.21
            ],
            [
              -90.7,
              38.26
            ],
            [
              -90.7,
              38.33
            ],
            [
              -90.66,
              38.36
            ]
          ]
        ]
      },
      "raw_probability": 0.3318,
      "confidence_lo": 0.0031,
      "confidence_hi": 0.0032,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "83dc7fee522f4848a6e32169ff2e219832e9be3cf4d0aded25586cdf49949f3b",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.3318,
        "probability": 0.003206,
        "confidence_lo": 0.00311,
        "confidence_hi": 0.003207,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e862f3367c7e40e9a2a89292ea4dfd14711b5956058520cffcf33758fdf3cbbd",
        "signature": {
          "alg": "ed25519",
          "sig": "1991cd5594ccfab8fd6c7b5fb1a91fe07d748959c363dc10d782701c4a98ee59d8d51506b95cdd9283af90d0b3f52eb6153a0a7be6a0ffa337ece06071df410a"
        }
      },
      "receipt_sha256": "e862f3367c7e40e9a2a89292ea4dfd14711b5956058520cffcf33758fdf3cbbd"
    },
    {
      "storm_id": "231964",
      "lat": 30.4818,
      "lon": -87.9005,
      "motion_east": 5.5,
      "motion_south": 2.7,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0032,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3366.0,
      "ebshear": 21.0,
      "srh01": 96.0,
      "maxllaz": 0.002,
      "mesh": 0.11,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 96.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.6177
        },
        {
          "name": "alignment",
          "value": 1.2848
        },
        {
          "name": "tau",
          "value": 2.0634
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3239
      },
      "coherence_score": 2.0634219646453857,
      "coherence_diagnostics": {
        "tau": 2.0634219646453857,
        "grad_tau": 0.7010018229484558,
        "torsion": 0.0,
        "alignment": 1.2848091125488281,
        "S_field": 0.7620266675949097,
        "Gamma_field": 0.35987672209739685,
        "S_over_Gamma": 2.1174657344818115,
        "Da": 24.035165786743164,
        "E_coh": 0.843455970287323,
        "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": [
          [
            [
              -87.82,
              30.55
            ],
            [
              -87.79,
              30.55
            ],
            [
              -87.77,
              30.52
            ],
            [
              -87.77,
              30.48
            ],
            [
              -87.79,
              30.46
            ],
            [
              -87.81,
              30.46
            ],
            [
              -87.85,
              30.43
            ],
            [
              -87.87,
              30.44
            ],
            [
              -87.95,
              30.44
            ],
            [
              -87.96,
              30.43
            ],
            [
              -87.97,
              30.44
            ],
            [
              -87.99,
              30.44
            ],
            [
              -88.0,
              30.43
            ],
            [
              -88.02,
              30.43
            ],
            [
              -88.01,
              30.49
            ],
            [
              -88.0,
              30.49
            ],
            [
              -87.98,
              30.51
            ],
            [
              -87.96,
              30.52
            ],
            [
              -87.91,
              30.52
            ],
            [
              -87.9,
              30.51
            ],
            [
              -87.87,
              30.51
            ],
            [
              -87.82,
              30.55
            ]
          ]
        ]
      },
      "raw_probability": 0.3239,
      "confidence_lo": 0.0031,
      "confidence_hi": 0.0032,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "19aeb11c76e1761e85d7a6a2be77dd860fc706fa9f56389fb8b365a4cde2f1a9",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.3239,
        "probability": 0.003206,
        "confidence_lo": 0.00311,
        "confidence_hi": 0.003207,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8af9566b656ae875ec0e140c548a4525528697f7480dc4f102aeddb9fd3e51fd",
        "signature": {
          "alg": "ed25519",
          "sig": "6b093394a4433fde75e15347c4893607e9e0bf9a4220a614ea0cd9cfeb701dedfe0c823004d8a75086de23fdadf48e64cbce05f122d354270b89bb499592420b"
        }
      },
      "receipt_sha256": "8af9566b656ae875ec0e140c548a4525528697f7480dc4f102aeddb9fd3e51fd"
    },
    {
      "storm_id": "232086",
      "lat": 48.63,
      "lon": -77.4,
      "motion_east": 1.1,
      "motion_south": 1.4,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0032,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 618.0,
      "ebshear": 21.0,
      "srh01": 91.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 91.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.8677
        },
        {
          "name": "alignment",
          "value": -7.9278
        },
        {
          "name": "tau",
          "value": 0.3781
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3229
      },
      "coherence_score": 0.3781483769416809,
      "coherence_diagnostics": {
        "tau": 0.3781483769416809,
        "grad_tau": 0.28992244601249695,
        "torsion": 0.0,
        "alignment": -7.92779016494751,
        "S_field": 0.6288474202156067,
        "Gamma_field": 0.8882100582122803,
        "S_over_Gamma": 0.7079940438270569,
        "Da": 54.20760726928711,
        "E_coh": 0.35215023159980774,
        "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": [
          [
            [
              -77.43,
              48.67
            ],
            [
              -77.38,
              48.67
            ],
            [
              -77.34,
              48.62
            ],
            [
              -77.34,
              48.6
            ],
            [
              -77.35,
              48.59
            ],
            [
              -77.37,
              48.59
            ],
            [
              -77.4,
              48.61
            ],
            [
              -77.43,
              48.61
            ],
            [
              -77.44,
              48.62
            ],
            [
              -77.44,
              48.65
            ],
            [
              -77.45,
              48.66
            ],
            [
              -77.43,
              48.67
            ]
          ]
        ]
      },
      "raw_probability": 0.3229,
      "confidence_lo": 0.0031,
      "confidence_hi": 0.0032,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "32bd722de269c86e82fae4eb20e001a3aae5908c6a7a11f084070655e3e41ca8",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.3229,
        "probability": 0.003206,
        "confidence_lo": 0.00311,
        "confidence_hi": 0.003207,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "be1832b3abcdcd366f19d5c169448d166c7dff7093803faae92ae74800ec4ce0",
        "signature": {
          "alg": "ed25519",
          "sig": "b35e4835f5e946ba229d67cdc717779b5a2f186041f1b6b6f081d002c6c84a45f23921481aec6a0f24b60ab68232c41ed115ef6a8b67d571ac4366744f596f0f"
        }
      },
      "receipt_sha256": "be1832b3abcdcd366f19d5c169448d166c7dff7093803faae92ae74800ec4ce0"
    },
    {
      "storm_id": "230819",
      "lat": 37.7376,
      "lon": -90.9365,
      "motion_east": 7.7,
      "motion_south": 1.1,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0032,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1537.0,
      "ebshear": 53.0,
      "srh01": 276.0,
      "maxllaz": 0.005,
      "mesh": 0.14,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 276.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.7427
        },
        {
          "name": "alignment",
          "value": 7.2346
        },
        {
          "name": "tau",
          "value": 1.621
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3152
      },
      "coherence_score": 1.620972752571106,
      "coherence_diagnostics": {
        "tau": 1.620972752571106,
        "grad_tau": 0.6239639520645142,
        "torsion": 0.0,
        "alignment": 7.2345991134643555,
        "S_field": 0.30951395630836487,
        "Gamma_field": 0.4882100224494934,
        "S_over_Gamma": 0.6339770555496216,
        "Da": 26.433366775512695,
        "E_coh": 0.7574549913406372,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 4,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -90.9,
              37.81
            ],
            [
              -90.84,
              37.79
            ],
            [
              -90.83,
              37.71
            ],
            [
              -90.85,
              37.67
            ],
            [
              -90.87,
              37.65
            ],
            [
              -90.93,
              37.64
            ],
            [
              -90.96,
              37.67
            ],
            [
              -90.96,
              37.68
            ],
            [
              -90.98,
              37.69
            ],
            [
              -90.98,
              37.7
            ],
            [
              -91.03,
              37.74
            ],
            [
              -91.03,
              37.79
            ],
            [
              -91.02,
              37.8
            ],
            [
              -90.97,
              37.79
            ],
            [
              -90.96,
              37.8
            ],
            [
              -90.91,
              37.8
            ],
            [
              -90.9,
              37.81
            ]
          ]
        ]
      },
      "raw_probability": 0.3152,
      "confidence_lo": 0.0031,
      "confidence_hi": 0.0032,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "452686c8f501f64e893d4ed2339f2fe4fbd3f7e4750aba0aa774dcb7a3eeac6c",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.3152,
        "probability": 0.003206,
        "confidence_lo": 0.00311,
        "confidence_hi": 0.003207,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "fcbe68a00c428dbb91e4d822118028da22f489de64a89268a2369235efb23dee",
        "signature": {
          "alg": "ed25519",
          "sig": "4e385749fd4a8671b376564be266f3301429110351e4c4461a02f90c198dddcbc4dfc18e20c9aecbde04c14076fb48ff6258841fab96102e4b74a39c9b8f890f"
        }
      },
      "receipt_sha256": "fcbe68a00c428dbb91e4d822118028da22f489de64a89268a2369235efb23dee"
    },
    {
      "storm_id": "230026",
      "lat": 37.425,
      "lon": -90.6943,
      "motion_east": 7.0,
      "motion_south": 0.9,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1183.0,
      "ebshear": 45.0,
      "srh01": 216.0,
      "maxllaz": 0.004,
      "mesh": 0.19,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 216.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.7427
        },
        {
          "name": "alignment",
          "value": 7.2346
        },
        {
          "name": "tau",
          "value": 1.621
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2759
      },
      "coherence_score": 1.620972752571106,
      "coherence_diagnostics": {
        "tau": 1.620972752571106,
        "grad_tau": 0.6239639520645142,
        "torsion": 0.0,
        "alignment": 7.2345991134643555,
        "S_field": 0.30951395630836487,
        "Gamma_field": 0.4882100224494934,
        "S_over_Gamma": 0.6339770555496216,
        "Da": 26.433366775512695,
        "E_coh": 0.7574549913406372,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 5,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -90.75,
              37.5
            ],
            [
              -90.68,
              37.5
            ],
            [
              -90.66,
              37.48
            ],
            [
              -90.6,
              37.45
            ],
            [
              -90.6,
              37.39
            ],
            [
              -90.62,
              37.38
            ],
            [
              -90.65,
              37.38
            ],
            [
              -90.69,
              37.36
            ],
            [
              -90.7,
              37.36
            ],
            [
              -90.72,
              37.38
            ],
            [
              -90.74,
              37.38
            ],
            [
              -90.78,
              37.42
            ],
            [
              -90.78,
              37.47
            ],
            [
              -90.75,
              37.5
            ]
          ]
        ]
      },
      "raw_probability": 0.2759,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0023,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "1d8570cb27d9e24f37aba8a4b5e78e3beacfe1e0c412bc02d9e8706938302002",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.2759,
        "probability": 0.00234,
        "confidence_lo": 0.00216,
        "confidence_hi": 0.002341,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "778ea68df7fdd617c23dd95e0c73e3291856a88609662a14714eb6a3d8ea08e1",
        "signature": {
          "alg": "ed25519",
          "sig": "90553f63728987bbc0416a80bf12ba704b8bb9d178a7aa7131b9854ee2dac44fb5dc9709d966b6e94ca1d3e2fe5e81323edc209feb5ed433e83314bf46374e0a"
        }
      },
      "receipt_sha256": "778ea68df7fdd617c23dd95e0c73e3291856a88609662a14714eb6a3d8ea08e1"
    },
    {
      "storm_id": "231719",
      "lat": 33.9684,
      "lon": -104.4589,
      "motion_east": 8.1,
      "motion_south": 6.1,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1036.0,
      "ebshear": 33.0,
      "srh01": 31.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 31.0
        },
        {
          "name": "hrrr_pwat",
          "value": 27.6177
        },
        {
          "name": "alignment",
          "value": -6.4232
        },
        {
          "name": "tau",
          "value": 0.4621
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2677
      },
      "coherence_score": 0.4621043801307678,
      "coherence_diagnostics": {
        "tau": 0.4621043801307678,
        "grad_tau": 0.023257939144968987,
        "torsion": 0.0,
        "alignment": -6.423225402832031,
        "S_field": 0.2796516418457031,
        "Gamma_field": 0.6207100749015808,
        "S_over_Gamma": 0.4505350589752197,
        "Da": 39.34617233276367,
        "E_coh": 0.6223157644271851,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -104.49,
              34.12
            ],
            [
              -104.45,
              34.12
            ],
            [
              -104.42,
              34.08
            ],
            [
              -104.42,
              34.03
            ],
            [
              -104.43,
              34.01
            ],
            [
              -104.42,
              34.0
            ],
            [
              -104.42,
              33.97
            ],
            [
              -104.4,
              33.93
            ],
            [
              -104.41,
              33.91
            ],
            [
              -104.41,
              33.85
            ],
            [
              -104.43,
              33.82
            ],
            [
              -104.45,
              33.82
            ],
            [
              -104.46,
              33.81
            ],
            [
              -104.52,
              33.86
            ],
            [
              -104.52,
              33.88
            ],
            [
              -104.53,
              33.89
            ],
            [
              -104.53,
              34.08
            ],
            [
              -104.52,
              34.1
            ],
            [
              -104.49,
              34.12
            ]
          ]
        ]
      },
      "raw_probability": 0.2677,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0023,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "b212bc5e0d2b34b989d03b545ffefe90bdee3ced164ed8620ae28fdd5b09f7e0",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.2677,
        "probability": 0.00234,
        "confidence_lo": 0.00216,
        "confidence_hi": 0.002341,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2c2d023caeb0563930dcf966d3fdaa8d195b2b2fbe347e644c6e47debc5b7e32",
        "signature": {
          "alg": "ed25519",
          "sig": "5fa12a6a53ea43fdb06fe292ab7e36b79d070bf1c94e68e224a0af07c541221aa2416296edcf49772a4ceb1b0c91ab3be7e6bfb9af80e855689392f480522200"
        }
      },
      "receipt_sha256": "2c2d023caeb0563930dcf966d3fdaa8d195b2b2fbe347e644c6e47debc5b7e32"
    },
    {
      "storm_id": "231767",
      "lat": 48.5895,
      "lon": -77.0741,
      "motion_east": 0.5,
      "motion_south": 1.4,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 419.0,
      "ebshear": 15.0,
      "srh01": 49.0,
      "maxllaz": 0.005,
      "mesh": 0.17,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 49.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.8677
        },
        {
          "name": "alignment",
          "value": -7.9278
        },
        {
          "name": "tau",
          "value": 0.3781
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.267
      },
      "coherence_score": 0.3781483769416809,
      "coherence_diagnostics": {
        "tau": 0.3781483769416809,
        "grad_tau": 0.28992244601249695,
        "torsion": 0.0,
        "alignment": -7.92779016494751,
        "S_field": 0.6288474202156067,
        "Gamma_field": 0.8882100582122803,
        "S_over_Gamma": 0.7079940438270569,
        "Da": 54.20760726928711,
        "E_coh": 0.35215023159980774,
        "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": [
          [
            [
              -77.17,
              48.67
            ],
            [
              -77.09,
              48.67
            ],
            [
              -77.08,
              48.66
            ],
            [
              -77.06,
              48.66
            ],
            [
              -77.04,
              48.64
            ],
            [
              -77.03,
              48.61
            ],
            [
              -77.01,
              48.59
            ],
            [
              -76.99,
              48.59
            ],
            [
              -76.97,
              48.57
            ],
            [
              -76.97,
              48.53
            ],
            [
              -76.98,
              48.51
            ],
            [
              -77.02,
              48.49
            ],
            [
              -77.05,
              48.49
            ],
            [
              -77.06,
              48.5
            ],
            [
              -77.06,
              48.52
            ],
            [
              -77.08,
              48.54
            ],
            [
              -77.12,
              48.55
            ],
            [
              -77.16,
              48.59
            ],
            [
              -77.17,
              48.61
            ],
            [
              -77.17,
              48.65
            ],
            [
              -77.18,
              48.66
            ],
            [
              -77.17,
              48.67
            ]
          ]
        ]
      },
      "raw_probability": 0.267,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0023,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "7ac2e3a801dfabef6ce47e26d91fb7197d7e3ae01dcf65203594d95c153764bc",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.267,
        "probability": 0.00234,
        "confidence_lo": 0.00216,
        "confidence_hi": 0.002341,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "774c3c2ecc36a0644cdebc298026c73b0697b78971d1f15456548abe4fef2a0d",
        "signature": {
          "alg": "ed25519",
          "sig": "04cc6395e07d87311ed3f94bcd15a2d7185afac6cec805f92ad7bf075bcd53a20510c3ec154ece6112d8079cee14059b038664616a3f52735f2ccc10d685510c"
        }
      },
      "receipt_sha256": "774c3c2ecc36a0644cdebc298026c73b0697b78971d1f15456548abe4fef2a0d"
    },
    {
      "storm_id": "231980",
      "lat": 37.2244,
      "lon": -92.5037,
      "motion_east": 9.7,
      "motion_south": 3.1,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3519.0,
      "ebshear": 39.0,
      "srh01": 90.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 90.0
        },
        {
          "name": "hrrr_pwat",
          "value": 28.3677
        },
        {
          "name": "alignment",
          "value": 6.1411
        },
        {
          "name": "tau",
          "value": 1.0176
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2497
      },
      "coherence_score": 1.0175923109054565,
      "coherence_diagnostics": {
        "tau": 1.0175923109054565,
        "grad_tau": 0.3751859664916992,
        "torsion": 0.0,
        "alignment": 6.14105224609375,
        "S_field": 0.11782235652208328,
        "Gamma_field": 0.3007100522518158,
        "S_over_Gamma": 0.39181381464004517,
        "Da": 16.110429763793945,
        "E_coh": 0.3472329080104828,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -92.56,
              37.29
            ],
            [
              -92.55,
              37.28
            ],
            [
              -92.54,
              37.29
            ],
            [
              -92.46,
              37.29
            ],
            [
              -92.44,
              37.27
            ],
            [
              -92.44,
              37.23
            ],
            [
              -92.42,
              37.19
            ],
            [
              -92.42,
              37.14
            ],
            [
              -92.44,
              37.13
            ],
            [
              -92.48,
              37.13
            ],
            [
              -92.52,
              37.15
            ],
            [
              -92.54,
              37.17
            ],
            [
              -92.56,
              37.21
            ],
            [
              -92.56,
              37.26
            ],
            [
              -92.57,
              37.27
            ],
            [
              -92.56,
              37.29
            ]
          ]
        ]
      },
      "raw_probability": 0.2497,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0023,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "7912fc46a7574542cb8577b546b613df26afbc9c69b4691648c23620734df711",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.2497,
        "probability": 0.002262,
        "confidence_lo": 0.00216,
        "confidence_hi": 0.002263,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b3191321229075dda863b863232a036d5f33a82cc3d55d993630b2c1e1759afd",
        "signature": {
          "alg": "ed25519",
          "sig": "44a4ebadb41145de25195b6a176c6c404e3e2f1debf01d90d339c3821c8a9c1a7a8f7d75ee6ba3b532f46eb0811fc3ab92a059c295ac7aea3e05b3f4d6eaf601"
        }
      },
      "receipt_sha256": "b3191321229075dda863b863232a036d5f33a82cc3d55d993630b2c1e1759afd"
    },
    {
      "storm_id": "231033",
      "lat": 37.0295,
      "lon": -91.6058,
      "motion_east": 6.3,
      "motion_south": 0.8,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3099.0,
      "ebshear": 48.0,
      "srh01": 240.0,
      "maxllaz": 0.007,
      "mesh": 0.56,
      "flash_rate": 12.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 240.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.2427
        },
        {
          "name": "alignment",
          "value": 4.8491
        },
        {
          "name": "tau",
          "value": 1.3774
        },
        {
          "name": "maxllaz",
          "value": 0.007
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2459
      },
      "coherence_score": 1.377440094947815,
      "coherence_diagnostics": {
        "tau": 1.377440094947815,
        "grad_tau": 0.6097337603569031,
        "torsion": 0.0,
        "alignment": 4.849055767059326,
        "S_field": 0.24934536218643188,
        "Gamma_field": 0.7565433979034424,
        "S_over_Gamma": 0.3295850157737732,
        "Da": 40.55927276611328,
        "E_coh": 0.7805451154708862,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 4,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -91.66,
              37.09
            ],
            [
              -91.65,
              37.07
            ],
            [
              -91.62,
              37.07
            ],
            [
              -91.6,
              37.09
            ],
            [
              -91.58,
              37.09
            ],
            [
              -91.57,
              37.08
            ],
            [
              -91.53,
              37.08
            ],
            [
              -91.53,
              37.05
            ],
            [
              -91.49,
              37.0
            ],
            [
              -91.49,
              36.95
            ],
            [
              -91.53,
              36.93
            ],
            [
              -91.61,
              36.93
            ],
            [
              -91.64,
              36.95
            ],
            [
              -91.66,
              36.94
            ],
            [
              -91.68,
              36.97
            ],
            [
              -91.68,
              37.05
            ],
            [
              -91.66,
              37.06
            ],
            [
              -91.67,
              37.07
            ],
            [
              -91.66,
              37.09
            ]
          ]
        ]
      },
      "raw_probability": 0.2459,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0023,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "905864d0a188b1f361d75a95998c7893a131899d612ee175c85e532407de3206",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.2459,
        "probability": 0.002262,
        "confidence_lo": 0.00216,
        "confidence_hi": 0.002263,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ba281d73804648491fd396f0281e3deefd884d7f738b84bb96ce94574fae58f8",
        "signature": {
          "alg": "ed25519",
          "sig": "69007c2423b8bed3cd940727205d7053f2a1e308751f0396efd19f55771053768c977dbf9ed5cb4b21574983f67df558bf76b42e00a3f62a6f9e9bd8212e6d03"
        }
      },
      "receipt_sha256": "ba281d73804648491fd396f0281e3deefd884d7f738b84bb96ce94574fae58f8"
    },
    {
      "storm_id": "230930",
      "lat": 42.8086,
      "lon": -88.6479,
      "motion_east": 5.3,
      "motion_south": -4.0,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 70.0,
      "ebshear": 11.0,
      "srh01": 161.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 161.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.4927
        },
        {
          "name": "alignment",
          "value": -2.5159
        },
        {
          "name": "tau",
          "value": 1.2483
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2449
      },
      "coherence_score": 1.24827241897583,
      "coherence_diagnostics": {
        "tau": 1.24827241897583,
        "grad_tau": 0.21193385124206543,
        "torsion": 0.0,
        "alignment": -2.5159051418304443,
        "S_field": 0.29289692640304565,
        "Gamma_field": 0.1823767125606537,
        "S_over_Gamma": 1.6059995889663696,
        "Da": 11.050760269165039,
        "E_coh": 0.12100736051797867,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 4,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -88.62,
              43.01
            ],
            [
              -88.58,
              42.97
            ],
            [
              -88.58,
              42.88
            ],
            [
              -88.57,
              42.87
            ],
            [
              -88.57,
              42.83
            ],
            [
              -88.58,
              42.82
            ],
            [
              -88.58,
              42.8
            ],
            [
              -88.63,
              42.75
            ],
            [
              -88.62,
              42.74
            ],
            [
              -88.62,
              42.71
            ],
            [
              -88.63,
              42.7
            ],
            [
              -88.64,
              42.66
            ],
            [
              -88.66,
              42.64
            ],
            [
              -88.7,
              42.64
            ],
            [
              -88.72,
              42.67
            ],
            [
              -88.72,
              42.7
            ],
            [
              -88.7,
              42.72
            ],
            [
              -88.69,
              42.75
            ],
            [
              -88.68,
              42.75
            ],
            [
              -88.66,
              42.77
            ],
            [
              -88.67,
              42.78
            ],
            [
              -88.67,
              42.82
            ],
            [
              -88.7,
              42.85
            ],
            [
              -88.7,
              42.91
            ],
            [
              -88.68,
              42.93
            ],
            [
              -88.68,
              42.97
            ],
            [
              -88.67,
              42.99
            ],
            [
              -88.62,
              43.01
            ]
          ]
        ]
      },
      "raw_probability": 0.2449,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0023,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "f319698948f240c7e0c6e154c1636df07d2f2d99ea87896f1bf4186c69ca88d0",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.2449,
        "probability": 0.002262,
        "confidence_lo": 0.00216,
        "confidence_hi": 0.002263,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8099e4e1dc787743f7a09a4cb9b71508d3716d601f6a44f1fbcb0f5e37925c60",
        "signature": {
          "alg": "ed25519",
          "sig": "2e36d158c484c0d61a645694a2156500d23921fc735ac1c854168a68a3abdebe1fe33b3648be825cfa5d403fee2850673b81c8ab936caa5da705b12d7d9c620d"
        }
      },
      "receipt_sha256": "8099e4e1dc787743f7a09a4cb9b71508d3716d601f6a44f1fbcb0f5e37925c60"
    },
    {
      "storm_id": "231194",
      "lat": 36.7994,
      "lon": -92.8935,
      "motion_east": 11.3,
      "motion_south": 4.6,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3279.0,
      "ebshear": 35.0,
      "srh01": 75.0,
      "maxllaz": 0.004,
      "mesh": 0.47,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 75.0
        },
        {
          "name": "hrrr_pwat",
          "value": 28.3677
        },
        {
          "name": "alignment",
          "value": 6.1411
        },
        {
          "name": "tau",
          "value": 1.0176
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2413
      },
      "coherence_score": 1.0175923109054565,
      "coherence_diagnostics": {
        "tau": 1.0175923109054565,
        "grad_tau": 0.3751859664916992,
        "torsion": 0.0,
        "alignment": 6.14105224609375,
        "S_field": 0.11782235652208328,
        "Gamma_field": 0.3007100522518158,
        "S_over_Gamma": 0.39181381464004517,
        "Da": 16.110429763793945,
        "E_coh": 0.3472329080104828,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -92.92,
              36.87
            ],
            [
              -92.88,
              36.86
            ],
            [
              -92.86,
              36.84
            ],
            [
              -92.85,
              36.84
            ],
            [
              -92.85,
              36.83
            ],
            [
              -92.8,
              36.78
            ],
            [
              -92.8,
              36.72
            ],
            [
              -92.81,
              36.72
            ],
            [
              -92.85,
              36.69
            ],
            [
              -92.91,
              36.69
            ],
            [
              -92.94,
              36.72
            ],
            [
              -92.98,
              36.79
            ],
            [
              -92.97,
              36.81
            ],
            [
              -92.97,
              36.84
            ],
            [
              -92.95,
              36.86
            ],
            [
              -92.93,
              36.86
            ],
            [
              -92.92,
              36.87
            ]
          ]
        ]
      },
      "raw_probability": 0.2413,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0023,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "a023f749b596f51decedfdba7f219bd262d25d75af76be2ac32893b889b189d3",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.2413,
        "probability": 0.002262,
        "confidence_lo": 0.00216,
        "confidence_hi": 0.002263,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f8e78e7bcc4278dc225cea58740d3a439a56ecdc7a168c252dfa7d2cecbe3c70",
        "signature": {
          "alg": "ed25519",
          "sig": "c956d1944da521f37285e9b5bdd9b6b6fa71d0e307a435f0265c282e69560731b1fcfb263a967123de1b804e886e65ca5ce8efcddb6f695e9d61f526674a0e09"
        }
      },
      "receipt_sha256": "f8e78e7bcc4278dc225cea58740d3a439a56ecdc7a168c252dfa7d2cecbe3c70"
    },
    {
      "storm_id": "231294",
      "lat": 37.0729,
      "lon": -92.6752,
      "motion_east": 9.7,
      "motion_south": 3.5,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3444.0,
      "ebshear": 39.0,
      "srh01": 73.0,
      "maxllaz": 0.002,
      "mesh": 0.09,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 73.0
        },
        {
          "name": "hrrr_pwat",
          "value": 28.3677
        },
        {
          "name": "alignment",
          "value": 6.1411
        },
        {
          "name": "tau",
          "value": 1.0176
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2328
      },
      "coherence_score": 1.0175923109054565,
      "coherence_diagnostics": {
        "tau": 1.0175923109054565,
        "grad_tau": 0.3751859664916992,
        "torsion": 0.0,
        "alignment": 6.14105224609375,
        "S_field": 0.11782235652208328,
        "Gamma_field": 0.3007100522518158,
        "S_over_Gamma": 0.39181381464004517,
        "Da": 16.110429763793945,
        "E_coh": 0.3472329080104828,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -92.66,
              37.13
            ],
            [
              -92.6,
              37.13
            ],
            [
              -92.59,
              37.12
            ],
            [
              -92.57,
              37.12
            ],
            [
              -92.55,
              37.08
            ],
            [
              -92.55,
              37.04
            ],
            [
              -92.58,
              37.02
            ],
            [
              -92.63,
              37.02
            ],
            [
              -92.66,
              37.0
            ],
            [
              -92.69,
              37.0
            ],
            [
              -92.7,
              37.01
            ],
            [
              -92.75,
              37.02
            ],
            [
              -92.77,
              37.04
            ],
            [
              -92.76,
              37.05
            ],
            [
              -92.77,
              37.06
            ],
            [
              -92.78,
              37.1
            ],
            [
              -92.77,
              37.11
            ],
            [
              -92.74,
              37.11
            ],
            [
              -92.73,
              37.12
            ],
            [
              -92.67,
              37.12
            ],
            [
              -92.66,
              37.13
            ]
          ]
        ]
      },
      "raw_probability": 0.2328,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0023,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "9a850a5d195d5640cba92581a5a54b817a966bb1d35a470c20d07bf37762c4e0",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.2328,
        "probability": 0.002262,
        "confidence_lo": 0.00216,
        "confidence_hi": 0.002263,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d807386a4cbf2ec2319ef153bd2c6dd86221e540f0d1a5ca5a6973401d7cc5ce",
        "signature": {
          "alg": "ed25519",
          "sig": "44b59064d4572e40c22211c7a5f8b6b50fd0a4c640418a8e46cbb93839e39430a68d2ad543b3e557d5b84d6e3297e99b1349bf55f01e8dd7b95154fdfb296108"
        }
      },
      "receipt_sha256": "d807386a4cbf2ec2319ef153bd2c6dd86221e540f0d1a5ca5a6973401d7cc5ce"
    },
    {
      "storm_id": "231841",
      "lat": 37.9649,
      "lon": -91.3029,
      "motion_east": 7.5,
      "motion_south": 5.9,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2542.0,
      "ebshear": 40.0,
      "srh01": 252.0,
      "maxllaz": 0.016,
      "mesh": 0.55,
      "flash_rate": 79.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 252.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.4927
        },
        {
          "name": "alignment",
          "value": 6.3098
        },
        {
          "name": "tau",
          "value": 1.0273
        },
        {
          "name": "maxllaz",
          "value": 0.016
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2312
      },
      "coherence_score": 1.0272891521453857,
      "coherence_diagnostics": {
        "tau": 1.0272891521453857,
        "grad_tau": 0.29001253843307495,
        "torsion": 0.0,
        "alignment": 6.309802055358887,
        "S_field": 0.2033577561378479,
        "Gamma_field": 0.854876697063446,
        "S_over_Gamma": 0.23787963390350342,
        "Da": 45.09770202636719,
        "E_coh": 0.2937973141670227,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -91.19,
              38.18
            ],
            [
              -91.14,
              38.18
            ],
            [
              -91.08,
              38.12
            ],
            [
              -91.07,
              38.12
            ],
            [
              -91.02,
              38.08
            ],
            [
              -90.98,
              38.1
            ],
            [
              -90.93,
              38.1
            ],
            [
              -90.89,
              38.08
            ],
            [
              -90.88,
              38.06
            ],
            [
              -90.84,
              38.04
            ],
            [
              -90.81,
              38.06
            ],
            [
              -90.74,
              38.06
            ],
            [
              -90.72,
              38.05
            ],
            [
              -90.71,
              38.03
            ],
            [
              -90.71,
              37.99
            ],
            [
              -90.75,
              37.96
            ],
            [
              -90.81,
              37.96
            ],
            [
              -90.85,
              37.99
            ],
            [
              -90.87,
              37.99
            ],
            [
              -90.89,
              37.98
            ],
            [
              -90.93,
              37.93
            ],
            [
              -90.95,
              37.93
            ],
            [
              -90.96,
              37.92
            ],
            [
              -91.01,
              37.92
            ],
            [
              -91.02,
              37.93
            ],
            [
              -91.06,
              37.94
            ],
            [
              -91.09,
              37.97
            ],
            [
              -91.12,
              37.97
            ],
            [
              -91.16,
              37.94
            ],
            [
              -91.18,
              37.94
            ],
            [
              -91.26,
              37.89
            ],
            [
              -91.28,
              37.89
            ],
            [
              -91.29,
              37.9
            ],
            [
              -91.33,
              37.9
            ],
            [
              -91.34,
              37.91
            ],
            [
              -91.37,
              37.91
            ],
            [
              -91.38,
              37.92
            ],
            [
              -91.43,
              37.92
            ],
            [
              -91.45,
              37.91
            ],
            [
              -91.48,
              37.88
            ],
            [
              -91.48,
              37.87
            ],
            [
              -91.52,
              37.84
            ],
            [
              -91.57,
              37.84
            ],
            [
              -91.6,
              37.82
            ],
            [
              -91.62,
              37.82
            ],
            [
              -91.66,
              37.8
            ],
            [
              -91.73,
              37.8
            ],
            [
              -91.75,
              37.79
            ],
            [
              -91.81,
              37.73
            ],
            [
              -91.85,
              37.73
            ],
            [
              -91.87,
              37.75
            ],
            [
              -91.87,
              37.8
            ],
            [
              -91.85,
              37.82
            ],
            [
              -91.81,
              37.83
            ],
            [
              -91.76,
              37.88
            ],
            [
              -91.73,
              37.88
            ],
            [
              -91.7,
              37.91
            ],
            [
              -91.69,
              37.95
            ],
            [
              -91.67,
              37.97
            ],
            [
              -91.67,
              37.98
            ],
            [
              -91.65,
              37.99
            ],
            [
              -91.65,
              38.0
            ],
            [
              -91.61,
              38.02
            ],
            [
              -91.58,
              38.02
            ],
            [
              -91.55,
              38.0
            ],
            [
              -91.53,
              38.0
            ],
            [
              -91.48,
              38.04
            ],
            [
              -91.42,
              38.06
            ],
            [
              -91.36,
              38.12
            ],
            [
              -91.34,
              38.13
            ],
            [
              -91.32,
              38.13
            ],
            [
              -91.3,
              38.12
            ],
            [
              -91.29,
              38.1
            ],
            [
              -91.27,
              38.1
            ],
            [
              -91.19,
              38.18
            ]
          ]
        ]
      },
      "raw_probability": 0.2312,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0023,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "4450bb5413aa4bd32283311d799693218691dcebc6a1b274d2cbcd9a13a96b6a",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.2312,
        "probability": 0.002262,
        "confidence_lo": 0.00216,
        "confidence_hi": 0.002263,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2a00a8b881cbfc2234ec971ac9a045fd327908fae16355201959921409b66fe8",
        "signature": {
          "alg": "ed25519",
          "sig": "90525991417d84c98c93139b7fc6bd5bb58cc221eabdd030b84e700b01c8b718c3aa7bd363f42ec0fe001b8ca5b7f7f7862290e020f796929889caeb8063ef07"
        }
      },
      "receipt_sha256": "2a00a8b881cbfc2234ec971ac9a045fd327908fae16355201959921409b66fe8"
    },
    {
      "storm_id": "232051",
      "lat": 33.8644,
      "lon": -104.8867,
      "motion_east": 7.1,
      "motion_south": 5.8,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1126.0,
      "ebshear": 33.0,
      "srh01": 12.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 12.0
        },
        {
          "name": "hrrr_pwat",
          "value": 27.6177
        },
        {
          "name": "alignment",
          "value": -6.4232
        },
        {
          "name": "tau",
          "value": 0.4621
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2296
      },
      "coherence_score": 0.4621043801307678,
      "coherence_diagnostics": {
        "tau": 0.4621043801307678,
        "grad_tau": 0.023257939144968987,
        "torsion": 0.0,
        "alignment": -6.423225402832031,
        "S_field": 0.2796516418457031,
        "Gamma_field": 0.6207100749015808,
        "S_over_Gamma": 0.4505350589752197,
        "Da": 39.34617233276367,
        "E_coh": 0.6223157644271851,
        "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": [
          [
            [
              -104.91,
              33.9
            ],
            [
              -104.87,
              33.9
            ],
            [
              -104.85,
              33.88
            ],
            [
              -104.85,
              33.84
            ],
            [
              -104.86,
              33.83
            ],
            [
              -104.9,
              33.83
            ],
            [
              -104.91,
              33.84
            ],
            [
              -104.92,
              33.86
            ],
            [
              -104.91,
              33.9
            ]
          ]
        ]
      },
      "raw_probability": 0.2296,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.0023,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "296f025aab8db993badfcc1e471b7e159b5567f5ec6448c6487f00741ced35ec",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.2296,
        "probability": 0.002262,
        "confidence_lo": 0.001942,
        "confidence_hi": 0.002263,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c005f5fee205fd326163e9b306513770dc9ef73675b54066512f9a5c51999852",
        "signature": {
          "alg": "ed25519",
          "sig": "30ca6a4950387787608c1fb0e223bebc83887f07e51c9b6e080cc21968d185ae6959057390e796817dae4acd9f39ebf1ff630925f7346c21b0bc5f0e47defa07"
        }
      },
      "receipt_sha256": "c005f5fee205fd326163e9b306513770dc9ef73675b54066512f9a5c51999852"
    },
    {
      "storm_id": "231367",
      "lat": 31.8141,
      "lon": -85.9019,
      "motion_east": 4.0,
      "motion_south": 0.9,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3072.0,
      "ebshear": 23.0,
      "srh01": 46.0,
      "maxllaz": 0.004,
      "mesh": 0.14,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 46.0
        },
        {
          "name": "hrrr_pwat",
          "value": 57.4927
        },
        {
          "name": "alignment",
          "value": 10.1688
        },
        {
          "name": "tau",
          "value": 2.1777
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2241
      },
      "coherence_score": 2.177743673324585,
      "coherence_diagnostics": {
        "tau": 2.177743673324585,
        "grad_tau": 0.34087875485420227,
        "torsion": 0.0,
        "alignment": 10.16876220703125,
        "S_field": 0.8658592700958252,
        "Gamma_field": 0.32737672328948975,
        "S_over_Gamma": 2.644840717315674,
        "Da": 20.0021915435791,
        "E_coh": 0.7152250409126282,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -85.91,
              32.02
            ],
            [
              -85.87,
              32.02
            ],
            [
              -85.87,
              32.01
            ],
            [
              -85.85,
              32.0
            ],
            [
              -85.83,
              31.97
            ],
            [
              -85.84,
              31.91
            ],
            [
              -85.88,
              31.87
            ],
            [
              -85.88,
              31.86
            ],
            [
              -85.85,
              31.83
            ],
            [
              -85.83,
              31.83
            ],
            [
              -85.8,
              31.81
            ],
            [
              -85.79,
              31.76
            ],
            [
              -85.81,
              31.73
            ],
            [
              -85.85,
              31.73
            ],
            [
              -85.88,
              31.71
            ],
            [
              -85.9,
              31.71
            ],
            [
              -85.92,
              31.69
            ],
            [
              -85.92,
              31.66
            ],
            [
              -85.93,
              31.66
            ],
            [
              -85.93,
              31.68
            ],
            [
              -85.96,
              31.7
            ],
            [
              -85.98,
              31.7
            ],
            [
              -85.99,
              31.71
            ],
            [
              -85.99,
              31.73
            ],
            [
              -85.98,
              31.74
            ],
            [
              -85.98,
              31.76
            ],
            [
              -85.96,
              31.78
            ],
            [
              -85.94,
              31.78
            ],
            [
              -85.93,
              31.79
            ],
            [
              -85.92,
              31.78
            ],
            [
              -85.9,
              31.79
            ],
            [
              -85.86,
              31.83
            ],
            [
              -85.88,
              31.85
            ],
            [
              -85.93,
              31.86
            ],
            [
              -85.96,
              31.88
            ],
            [
              -85.96,
              31.96
            ],
            [
              -85.91,
              32.02
            ]
          ]
        ]
      },
      "raw_probability": 0.2241,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "e23f07c2825b26a6cdfe21571d507db385cc1ce1ae1c14dc280cd2558b02d72e",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.2241,
        "probability": 0.00197,
        "confidence_lo": 0.001942,
        "confidence_hi": 0.00197,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8eb86bada82b74fa60740227f6abf0f84ce53bd4b04173a37c3ed7addbb1ccf8",
        "signature": {
          "alg": "ed25519",
          "sig": "0aa842412c59de889ce43b683096a5db19f708bfa54f5f8c360fc6ee6fa736d0e93216d74065ebddc52f3554d287c00a39b7d9dd5e24ee9dd614881c33824701"
        }
      },
      "receipt_sha256": "8eb86bada82b74fa60740227f6abf0f84ce53bd4b04173a37c3ed7addbb1ccf8"
    },
    {
      "storm_id": "232048",
      "lat": 37.6756,
      "lon": -92.0694,
      "motion_east": 7.0,
      "motion_south": 6.0,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3815.0,
      "ebshear": 37.0,
      "srh01": 129.0,
      "maxllaz": 0.004,
      "mesh": 0.23,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 129.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.1177
        },
        {
          "name": "alignment",
          "value": 7.3862
        },
        {
          "name": "tau",
          "value": 1.1051
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2241
      },
      "coherence_score": 1.1050636768341064,
      "coherence_diagnostics": {
        "tau": 1.1050636768341064,
        "grad_tau": 0.4268072247505188,
        "torsion": 0.0,
        "alignment": 7.386198043823242,
        "S_field": 0.21056732535362244,
        "Gamma_field": 0.919876754283905,
        "S_over_Gamma": 0.22890819609165192,
        "Da": 48.87452697753906,
        "E_coh": 0.4183681309223175,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -92.12,
              37.72
            ],
            [
              -92.1,
              37.71
            ],
            [
              -92.08,
              37.72
            ],
            [
              -92.04,
              37.72
            ],
            [
              -92.03,
              37.71
            ],
            [
              -92.01,
              37.71
            ],
            [
              -92.0,
              37.72
            ],
            [
              -91.99,
              37.71
            ],
            [
              -91.99,
              37.68
            ],
            [
              -92.02,
              37.63
            ],
            [
              -92.04,
              37.63
            ],
            [
              -92.05,
              37.62
            ],
            [
              -92.09,
              37.62
            ],
            [
              -92.1,
              37.61
            ],
            [
              -92.14,
              37.61
            ],
            [
              -92.16,
              37.63
            ],
            [
              -92.17,
              37.69
            ],
            [
              -92.12,
              37.72
            ]
          ]
        ]
      },
      "raw_probability": 0.2241,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "e23f07c2825b26a6cdfe21571d507db385cc1ce1ae1c14dc280cd2558b02d72e",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.2241,
        "probability": 0.00197,
        "confidence_lo": 0.001942,
        "confidence_hi": 0.00197,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8eb86bada82b74fa60740227f6abf0f84ce53bd4b04173a37c3ed7addbb1ccf8",
        "signature": {
          "alg": "ed25519",
          "sig": "0aa842412c59de889ce43b683096a5db19f708bfa54f5f8c360fc6ee6fa736d0e93216d74065ebddc52f3554d287c00a39b7d9dd5e24ee9dd614881c33824701"
        }
      },
      "receipt_sha256": "8eb86bada82b74fa60740227f6abf0f84ce53bd4b04173a37c3ed7addbb1ccf8"
    },
    {
      "storm_id": "231063",
      "lat": 41.3807,
      "lon": -91.3979,
      "motion_east": 2.9,
      "motion_south": -2.0,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1515.0,
      "ebshear": 24.0,
      "srh01": 89.0,
      "maxllaz": 0.006,
      "mesh": 0.1,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 89.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.1177
        },
        {
          "name": "alignment",
          "value": -7.4749
        },
        {
          "name": "tau",
          "value": 1.2021
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2173
      },
      "coherence_score": 1.2021328210830688,
      "coherence_diagnostics": {
        "tau": 1.2021328210830688,
        "grad_tau": 0.13280679285526276,
        "torsion": 0.0,
        "alignment": -7.474861145019531,
        "S_field": 0.31947383284568787,
        "Gamma_field": 0.1640433818101883,
        "S_over_Gamma": 1.9474960565567017,
        "Da": 8.428958892822266,
        "E_coh": 0.46767619252204895,
        "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": 4,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -91.38,
              41.45
            ],
            [
              -91.32,
              41.45
            ],
            [
              -91.31,
              41.44
            ],
            [
              -91.31,
              41.39
            ],
            [
              -91.34,
              41.36
            ],
            [
              -91.38,
              41.34
            ],
            [
              -91.42,
              41.29
            ],
            [
              -91.46,
              41.29
            ],
            [
              -91.48,
              41.3
            ],
            [
              -91.47,
              41.32
            ],
            [
              -91.47,
              41.4
            ],
            [
              -91.45,
              41.42
            ],
            [
              -91.4,
              41.43
            ],
            [
              -91.38,
              41.45
            ]
          ]
        ]
      },
      "raw_probability": 0.2173,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "62b11728642536450545dcba00616b6e276f0ed3249b4e23ec4bac5023aeb064",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.2173,
        "probability": 0.00197,
        "confidence_lo": 0.001942,
        "confidence_hi": 0.00197,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "edc713c75a85d82759c590515ec46b0659a21dbc9e0ae97a8ea7dca2c814cafe",
        "signature": {
          "alg": "ed25519",
          "sig": "e8932ecd093c17ecb006473c037cb1712d0374fd86393bb570c447438bdc5a883786612aa003867241cbe8ec46475886d6d513b0789e7cdf18c1f04d283b5303"
        }
      },
      "receipt_sha256": "edc713c75a85d82759c590515ec46b0659a21dbc9e0ae97a8ea7dca2c814cafe"
    },
    {
      "storm_id": "231668",
      "lat": 30.6685,
      "lon": -87.3992,
      "motion_east": 7.4,
      "motion_south": 2.5,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1872.0,
      "ebshear": 22.0,
      "srh01": 57.0,
      "maxllaz": 0.004,
      "mesh": 0.25,
      "flash_rate": 15.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 57.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.3677
        },
        {
          "name": "alignment",
          "value": 2.8305
        },
        {
          "name": "tau",
          "value": 1.8663
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2109
      },
      "coherence_score": 1.866316318511963,
      "coherence_diagnostics": {
        "tau": 1.866316318511963,
        "grad_tau": 0.6538993716239929,
        "torsion": 0.0,
        "alignment": 2.830489158630371,
        "S_field": 0.24396634101867676,
        "Gamma_field": 0.6782100796699524,
        "S_over_Gamma": 0.359720915555954,
        "Da": 45.46596908569336,
        "E_coh": 0.5386366248130798,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -87.4,
              30.74
            ],
            [
              -87.31,
              30.73
            ],
            [
              -87.29,
              30.71
            ],
            [
              -87.28,
              30.71
            ],
            [
              -87.29,
              30.65
            ],
            [
              -87.37,
              30.62
            ],
            [
              -87.44,
              30.57
            ],
            [
              -87.49,
              30.57
            ],
            [
              -87.51,
              30.6
            ],
            [
              -87.5,
              30.65
            ],
            [
              -87.46,
              30.7
            ],
            [
              -87.45,
              30.7
            ],
            [
              -87.4,
              30.74
            ]
          ]
        ]
      },
      "raw_probability": 0.2109,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "8643d4dc87147fbfbe74da8ab763b5f851bd23c6ccf6e13e8e89da51aa10d469",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.2109,
        "probability": 0.00197,
        "confidence_lo": 0.001942,
        "confidence_hi": 0.00197,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1d9f3fc1b7325744f0d981f5336bd782fd76488b8d692babdef8cf54d78e4be4",
        "signature": {
          "alg": "ed25519",
          "sig": "1ad697e009d8c50bdf24180b8411f65dc730296f7111d2c361fb30c4fc839727d2719c9bfc8ceef87dca9f18906d5a91c98d10ce63499d0e8eab97ec05ce2409"
        }
      },
      "receipt_sha256": "1d9f3fc1b7325744f0d981f5336bd782fd76488b8d692babdef8cf54d78e4be4"
    },
    {
      "storm_id": "232009",
      "lat": 41.2218,
      "lon": -91.41,
      "motion_east": 3.0,
      "motion_south": -2.0,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1814.0,
      "ebshear": 26.0,
      "srh01": 108.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 108.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.1177
        },
        {
          "name": "alignment",
          "value": -7.4749
        },
        {
          "name": "tau",
          "value": 1.2021
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2064
      },
      "coherence_score": 1.2021328210830688,
      "coherence_diagnostics": {
        "tau": 1.2021328210830688,
        "grad_tau": 0.13280679285526276,
        "torsion": 0.0,
        "alignment": -7.474861145019531,
        "S_field": 0.31947383284568787,
        "Gamma_field": 0.1640433818101883,
        "S_over_Gamma": 1.9474960565567017,
        "Da": 8.428958892822266,
        "E_coh": 0.46767619252204895,
        "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": [
          [
            [
              -91.45,
              41.26
            ],
            [
              -91.42,
              41.26
            ],
            [
              -91.41,
              41.25
            ],
            [
              -91.36,
              41.24
            ],
            [
              -91.35,
              41.23
            ],
            [
              -91.35,
              41.18
            ],
            [
              -91.36,
              41.17
            ],
            [
              -91.44,
              41.17
            ],
            [
              -91.46,
              41.18
            ],
            [
              -91.46,
              41.24
            ],
            [
              -91.45,
              41.26
            ]
          ]
        ]
      },
      "raw_probability": 0.2064,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "51f62b844752829174cf1a74d129c110286419045bfa74d9433f1c60e91cef5a",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.2064,
        "probability": 0.00197,
        "confidence_lo": 0.001942,
        "confidence_hi": 0.00197,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a1bb7a615d78e047ae754e3c1e86baf602cc4ad8cc0125cf3046adfdbbf34f46",
        "signature": {
          "alg": "ed25519",
          "sig": "e94a39914c0477ac2579d0e87b2faae9ef5f478a72e4c99a3d82839504d34ae7caa7edd72b8954517504f9788e24782b8bf827c7bc75dd75a051d62a8229ec02"
        }
      },
      "receipt_sha256": "a1bb7a615d78e047ae754e3c1e86baf602cc4ad8cc0125cf3046adfdbbf34f46"
    },
    {
      "storm_id": "232098",
      "lat": 34.8663,
      "lon": -102.8,
      "motion_east": 7.5,
      "motion_south": 7.4,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1111.0,
      "ebshear": 30.0,
      "srh01": 157.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 157.0
        },
        {
          "name": "hrrr_pwat",
          "value": 28.9927
        },
        {
          "name": "alignment",
          "value": -0.0938
        },
        {
          "name": "tau",
          "value": 0.5654
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2056
      },
      "coherence_score": 0.5653549432754517,
      "coherence_diagnostics": {
        "tau": 0.5653549432754517,
        "grad_tau": 0.07498905807733536,
        "torsion": 0.0,
        "alignment": -0.09376019239425659,
        "S_field": 0.3836730718612671,
        "Gamma_field": 0.5907100439071655,
        "S_over_Gamma": 0.6495116949081421,
        "Da": 36.5729866027832,
        "E_coh": 0.8431943655014038,
        "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": [
          [
            [
              -102.81,
              34.9
            ],
            [
              -102.76,
              34.9
            ],
            [
              -102.76,
              34.84
            ],
            [
              -102.78,
              34.83
            ],
            [
              -102.82,
              34.83
            ],
            [
              -102.83,
              34.84
            ],
            [
              -102.83,
              34.89
            ],
            [
              -102.81,
              34.9
            ]
          ]
        ]
      },
      "raw_probability": 0.2056,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "e02ff1816122fcbb101a5c5177be90d3048b429a6c7accf6d657ce5fb0fc5ae4",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.2056,
        "probability": 0.00197,
        "confidence_lo": 0.001942,
        "confidence_hi": 0.00197,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "451357ee4cb98581236273ce118e4f689e2d34b1853698d3f147e8aedcb9364e",
        "signature": {
          "alg": "ed25519",
          "sig": "bce1ce74d087a9e092054c3790062ce22b68efbcae286664b86a6b7285bec0e0070e0596ec4778c7a2a1d73056e6407bf077cd49b2bcad4e38e6683b2f77710d"
        }
      },
      "receipt_sha256": "451357ee4cb98581236273ce118e4f689e2d34b1853698d3f147e8aedcb9364e"
    },
    {
      "storm_id": "230760",
      "lat": 37.2881,
      "lon": -91.3337,
      "motion_east": 7.0,
      "motion_south": 2.9,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2364.0,
      "ebshear": 42.0,
      "srh01": 204.0,
      "maxllaz": 0.007,
      "mesh": 0.59,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 204.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.1177
        },
        {
          "name": "alignment",
          "value": 7.3862
        },
        {
          "name": "tau",
          "value": 1.1051
        },
        {
          "name": "maxllaz",
          "value": 0.007
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2047
      },
      "coherence_score": 1.1050636768341064,
      "coherence_diagnostics": {
        "tau": 1.1050636768341064,
        "grad_tau": 0.4268072247505188,
        "torsion": 0.0,
        "alignment": 7.386198043823242,
        "S_field": 0.21056732535362244,
        "Gamma_field": 0.919876754283905,
        "S_over_Gamma": 0.22890819609165192,
        "Da": 48.87452697753906,
        "E_coh": 0.4183681309223175,
        "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": [
          [
            [
              -91.35,
              37.36
            ],
            [
              -91.3,
              37.36
            ],
            [
              -91.29,
              37.35
            ],
            [
              -91.26,
              37.35
            ],
            [
              -91.25,
              37.33
            ],
            [
              -91.25,
              37.28
            ],
            [
              -91.26,
              37.27
            ],
            [
              -91.28,
              37.27
            ],
            [
              -91.32,
              37.23
            ],
            [
              -91.4,
              37.19
            ],
            [
              -91.4,
              37.2
            ],
            [
              -91.42,
              37.21
            ],
            [
              -91.41,
              37.23
            ],
            [
              -91.41,
              37.29
            ],
            [
              -91.39,
              37.33
            ],
            [
              -91.35,
              37.36
            ]
          ]
        ]
      },
      "raw_probability": 0.2047,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "82f70664d8370d83d9bba82948ce7338f66cf06a28cdf1ae297b51ebac87d961",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.2047,
        "probability": 0.00197,
        "confidence_lo": 0.001942,
        "confidence_hi": 0.00197,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d43f259d6ca0dd8ba603dcd31707aaa73fd5d7568c27b46572e45d0b0a7369f2",
        "signature": {
          "alg": "ed25519",
          "sig": "d8bef72e77ce70a8ba6b5060c3781fb5f47d62dfbd0f585ea99ef5ec7e4b08f4ee005430977c8c9e621fb2ed31fb2311cdaa6e598b2dbe7e017c5a4a8ae3d500"
        }
      },
      "receipt_sha256": "d43f259d6ca0dd8ba603dcd31707aaa73fd5d7568c27b46572e45d0b0a7369f2"
    },
    {
      "storm_id": "232029",
      "lat": 40.59,
      "lon": -91.0438,
      "motion_east": 6.2,
      "motion_south": 0.0,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1450.0,
      "ebshear": 33.0,
      "srh01": 127.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 127.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.6177
        },
        {
          "name": "alignment",
          "value": 4.9866
        },
        {
          "name": "tau",
          "value": 1.2986
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2044
      },
      "coherence_score": 1.2986128330230713,
      "coherence_diagnostics": {
        "tau": 1.2986128330230713,
        "grad_tau": 0.17057107388973236,
        "torsion": 0.0,
        "alignment": 4.986584663391113,
        "S_field": 0.0476522259414196,
        "Gamma_field": 0.16487671434879303,
        "S_over_Gamma": 0.28901731967926025,
        "Da": 9.108028411865234,
        "E_coh": 0.05159233137965202,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -91.05,
              40.63
            ],
            [
              -91.0,
              40.63
            ],
            [
              -90.99,
              40.62
            ],
            [
              -91.0,
              40.61
            ],
            [
              -91.02,
              40.61
            ],
            [
              -91.06,
              40.58
            ],
            [
              -91.03,
              40.55
            ],
            [
              -91.05,
              40.55
            ],
            [
              -91.06,
              40.54
            ],
            [
              -91.1,
              40.55
            ],
            [
              -91.08,
              40.57
            ],
            [
              -91.08,
              40.6
            ],
            [
              -91.05,
              40.63
            ]
          ]
        ]
      },
      "raw_probability": 0.2044,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "f1cac0dd0800e0ef2f92b5608da6aa29c567525f5e0e48c1d540f68fa28f8123",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.2044,
        "probability": 0.00197,
        "confidence_lo": 0.001942,
        "confidence_hi": 0.00197,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "97e8a0ebf2de64401fd5e3813bd3e1e51ebcf695e4d1cbcf0dee90b86e626065",
        "signature": {
          "alg": "ed25519",
          "sig": "7a83db63f3b3cdce9949cc24d61a648d924847f1ab37afc4969ef91b2a33959372c189918d7e78ad17d2410b995cb5dc48b907702ebacb56963785959c6c1000"
        }
      },
      "receipt_sha256": "97e8a0ebf2de64401fd5e3813bd3e1e51ebcf695e4d1cbcf0dee90b86e626065"
    },
    {
      "storm_id": "231679",
      "lat": 40.7173,
      "lon": -91.31,
      "motion_east": 3.7,
      "motion_south": 1.0,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1707.0,
      "ebshear": 31.0,
      "srh01": 106.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 106.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.4927
        },
        {
          "name": "alignment",
          "value": -10.12
        },
        {
          "name": "tau",
          "value": 1.1602
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1971
      },
      "coherence_score": 1.1602184772491455,
      "coherence_diagnostics": {
        "tau": 1.1602184772491455,
        "grad_tau": 0.1530100256204605,
        "torsion": 0.0,
        "alignment": -10.120018005371094,
        "S_field": 0.15481673181056976,
        "Gamma_field": 0.16321004927158356,
        "S_over_Gamma": 0.9485735297203064,
        "Da": 8.320296287536621,
        "E_coh": 0.05555994063615799,
        "singularity_count": 0.0,
        "singularity_conditions_met": 0,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -91.33,
              40.77
            ],
            [
              -91.28,
              40.77
            ],
            [
              -91.27,
              40.76
            ],
            [
              -91.26,
              40.7
            ],
            [
              -91.28,
              40.68
            ],
            [
              -91.3,
              40.68
            ],
            [
              -91.31,
              40.67
            ],
            [
              -91.34,
              40.67
            ],
            [
              -91.35,
              40.68
            ],
            [
              -91.36,
              40.74
            ],
            [
              -91.33,
              40.77
            ]
          ]
        ]
      },
      "raw_probability": 0.1971,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "cc4077a75330acf20f7964633f4112d30e5c7479b9f245e137c236a51e7c1d67",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.1971,
        "probability": 0.00197,
        "confidence_lo": 0.001942,
        "confidence_hi": 0.00197,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "cf5b8f1fdd034309d5ef7911ad23de95c272bdc415d18cfaef227a0548837b7f",
        "signature": {
          "alg": "ed25519",
          "sig": "91fc943b5aee2f82b3a0227a3c8e20284ece7de732e64aac9ba184fb4565d3aa3a3c28c95e175f02bedb6e32d57d09fc6f7ec2c8b4efb74a7899e3f028146902"
        }
      },
      "receipt_sha256": "cf5b8f1fdd034309d5ef7911ad23de95c272bdc415d18cfaef227a0548837b7f"
    },
    {
      "storm_id": "230817",
      "lat": 37.6013,
      "lon": -105.3238,
      "motion_east": 8.0,
      "motion_south": 8.5,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1352.0,
      "ebshear": 44.0,
      "srh01": 104.0,
      "maxllaz": 0.006,
      "mesh": 0.29,
      "flash_rate": 16.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 104.0
        },
        {
          "name": "hrrr_pwat",
          "value": 12.9927
        },
        {
          "name": "alignment",
          "value": 1.278
        },
        {
          "name": "tau",
          "value": 0.2082
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1967
      },
      "coherence_score": 0.20818035304546356,
      "coherence_diagnostics": {
        "tau": 0.20818035304546356,
        "grad_tau": 0.05003315210342407,
        "torsion": 0.0,
        "alignment": 1.2779521942138672,
        "S_field": 0.07342047244310379,
        "Gamma_field": 0.5973767638206482,
        "S_over_Gamma": 0.12290479987859726,
        "Da": 34.88787078857422,
        "E_coh": 0.29307353496551514,
        "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": [
          [
            [
              -105.34,
              37.68
            ],
            [
              -105.29,
              37.68
            ],
            [
              -105.27,
              37.66
            ],
            [
              -105.26,
              37.66
            ],
            [
              -105.25,
              37.65
            ],
            [
              -105.25,
              37.61
            ],
            [
              -105.26,
              37.59
            ],
            [
              -105.32,
              37.53
            ],
            [
              -105.32,
              37.51
            ],
            [
              -105.37,
              37.5
            ],
            [
              -105.38,
              37.51
            ],
            [
              -105.4,
              37.51
            ],
            [
              -105.4,
              37.58
            ],
            [
              -105.37,
              37.61
            ],
            [
              -105.36,
              37.66
            ],
            [
              -105.34,
              37.68
            ]
          ]
        ]
      },
      "raw_probability": 0.1967,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "c5b30722e0f73d70af5a426acea528385ddbb18828d48192ef87b53b6dd42199",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.1967,
        "probability": 0.00197,
        "confidence_lo": 0.001942,
        "confidence_hi": 0.00197,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9e370f96a9524ffbbe17888defc0850d26a978748f22540698592c1d159f8db1",
        "signature": {
          "alg": "ed25519",
          "sig": "fcb2bba81f21af41f8cf7e5ddedf5854610d702ca7f790fad629f3b1ccb7a9e5e623756989b2d3c8556e2571587892aca841d791997097a9981920e70eeb180f"
        }
      },
      "receipt_sha256": "9e370f96a9524ffbbe17888defc0850d26a978748f22540698592c1d159f8db1"
    },
    {
      "storm_id": "231822",
      "lat": 32.9,
      "lon": -87.0782,
      "motion_east": 6.3,
      "motion_south": 3.9,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3148.0,
      "ebshear": 19.0,
      "srh01": 35.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 35.0
        },
        {
          "name": "hrrr_pwat",
          "value": 56.9927
        },
        {
          "name": "alignment",
          "value": 7.3894
        },
        {
          "name": "tau",
          "value": 2.0078
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1959
      },
      "coherence_score": 2.0078227519989014,
      "coherence_diagnostics": {
        "tau": 2.0078227519989014,
        "grad_tau": 0.5033531188964844,
        "torsion": 0.0,
        "alignment": 7.389353275299072,
        "S_field": 0.9205187559127808,
        "Gamma_field": 0.2990433871746063,
        "S_over_Gamma": 3.0782113075256348,
        "Da": 18.631452560424805,
        "E_coh": 0.8085423707962036,
        "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": [
          [
            [
              -87.07,
              33.11
            ],
            [
              -87.05,
              33.1
            ],
            [
              -87.04,
              33.11
            ],
            [
              -87.0,
              33.09
            ],
            [
              -86.97,
              33.06
            ],
            [
              -86.96,
              33.06
            ],
            [
              -86.97,
              33.04
            ],
            [
              -86.97,
              33.01
            ],
            [
              -86.99,
              32.99
            ],
            [
              -87.0,
              33.0
            ],
            [
              -87.03,
              32.98
            ],
            [
              -87.01,
              32.96
            ],
            [
              -87.01,
              32.93
            ],
            [
              -87.0,
              32.91
            ],
            [
              -86.95,
              32.85
            ],
            [
              -86.96,
              32.8
            ],
            [
              -87.0,
              32.75
            ],
            [
              -87.0,
              32.73
            ],
            [
              -87.01,
              32.72
            ],
            [
              -87.01,
              32.67
            ],
            [
              -87.03,
              32.66
            ],
            [
              -87.06,
              32.66
            ],
            [
              -87.07,
              32.67
            ],
            [
              -87.09,
              32.67
            ],
            [
              -87.12,
              32.69
            ],
            [
              -87.14,
              32.69
            ],
            [
              -87.18,
              32.71
            ],
            [
              -87.18,
              32.72
            ],
            [
              -87.22,
              32.74
            ],
            [
              -87.3,
              32.83
            ],
            [
              -87.3,
              32.85
            ],
            [
              -87.28,
              32.89
            ],
            [
              -87.23,
              32.89
            ],
            [
              -87.2,
              32.87
            ],
            [
              -87.15,
              32.87
            ],
            [
              -87.14,
              32.86
            ],
            [
              -87.12,
              32.86
            ],
            [
              -87.1,
              32.88
            ],
            [
              -87.09,
              32.9
            ],
            [
              -87.12,
              32.93
            ],
            [
              -87.13,
              32.93
            ],
            [
              -87.14,
              32.95
            ],
            [
              -87.11,
              32.99
            ],
            [
              -87.07,
              32.99
            ],
            [
              -87.02,
              33.03
            ],
            [
              -87.05,
              33.06
            ],
            [
              -87.06,
              33.06
            ],
            [
              -87.06,
              33.08
            ],
            [
              -87.08,
              33.09
            ],
            [
              -87.07,
              33.11
            ]
          ]
        ]
      },
      "raw_probability": 0.1959,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "35fe37323ebbf73650d842811342c23fb1707d3872f5709961e25afdb01fd97f",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.1959,
        "probability": 0.00197,
        "confidence_lo": 0.001942,
        "confidence_hi": 0.00197,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "36f851d8ac612d15ad32456367a5c0e01786b4142f92aa635b6635857d727f66",
        "signature": {
          "alg": "ed25519",
          "sig": "47a6c5d2217b290977dce54d450fae79445cb5aade0c8f8616f5affd056c6bb72d7611d5fd021f4f69e040d3e5d10daf6df10234b99da37c71e97eed6e48e50f"
        }
      },
      "receipt_sha256": "36f851d8ac612d15ad32456367a5c0e01786b4142f92aa635b6635857d727f66"
    },
    {
      "storm_id": "231927",
      "lat": 30.8833,
      "lon": -86.8611,
      "motion_east": 6.0,
      "motion_south": 2.5,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1455.0,
      "ebshear": 23.0,
      "srh01": 81.0,
      "maxllaz": 0.003,
      "mesh": 0.12,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 81.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.7427
        },
        {
          "name": "alignment",
          "value": 3.3164
        },
        {
          "name": "tau",
          "value": 1.4197
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1959
      },
      "coherence_score": 1.4196617603302002,
      "coherence_diagnostics": {
        "tau": 1.4196617603302002,
        "grad_tau": 0.3239595890045166,
        "torsion": 0.0,
        "alignment": 3.316391944885254,
        "S_field": 0.06070635840296745,
        "Gamma_field": 1.2673766613006592,
        "S_over_Gamma": 0.04789922386407852,
        "Da": 79.98226165771484,
        "E_coh": 0.20435024797916412,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -86.88,
              30.91
            ],
            [
              -86.84,
              30.91
            ],
            [
              -86.83,
              30.9
            ],
            [
              -86.83,
              30.86
            ],
            [
              -86.84,
              30.85
            ],
            [
              -86.87,
              30.85
            ],
            [
              -86.89,
              30.86
            ],
            [
              -86.89,
              30.9
            ],
            [
              -86.88,
              30.91
            ]
          ]
        ]
      },
      "raw_probability": 0.1959,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "35fe37323ebbf73650d842811342c23fb1707d3872f5709961e25afdb01fd97f",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.1959,
        "probability": 0.00197,
        "confidence_lo": 0.001942,
        "confidence_hi": 0.00197,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "36f851d8ac612d15ad32456367a5c0e01786b4142f92aa635b6635857d727f66",
        "signature": {
          "alg": "ed25519",
          "sig": "47a6c5d2217b290977dce54d450fae79445cb5aade0c8f8616f5affd056c6bb72d7611d5fd021f4f69e040d3e5d10daf6df10234b99da37c71e97eed6e48e50f"
        }
      },
      "receipt_sha256": "36f851d8ac612d15ad32456367a5c0e01786b4142f92aa635b6635857d727f66"
    },
    {
      "storm_id": "231857",
      "lat": 42.405,
      "lon": -90.5219,
      "motion_east": 1.6,
      "motion_south": -6.0,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 340.0,
      "ebshear": 20.0,
      "srh01": 164.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 164.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.6177
        },
        {
          "name": "alignment",
          "value": -1.0205
        },
        {
          "name": "tau",
          "value": 1.1228
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1844
      },
      "coherence_score": 1.1227660179138184,
      "coherence_diagnostics": {
        "tau": 1.1227660179138184,
        "grad_tau": 0.13072974979877472,
        "torsion": 0.0,
        "alignment": -1.0205364227294922,
        "S_field": 0.08224620670080185,
        "Gamma_field": 0.17737670242786407,
        "S_over_Gamma": 0.46368101239204407,
        "Da": 10.349811553955078,
        "E_coh": 0.38537484407424927,
        "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": [
          [
            [
              -90.59,
              42.48
            ],
            [
              -90.55,
              42.48
            ],
            [
              -90.51,
              42.46
            ],
            [
              -90.46,
              42.46
            ],
            [
              -90.41,
              42.42
            ],
            [
              -90.41,
              42.39
            ],
            [
              -90.47,
              42.34
            ],
            [
              -90.48,
              42.34
            ],
            [
              -90.49,
              42.32
            ],
            [
              -90.53,
              42.32
            ],
            [
              -90.53,
              42.33
            ],
            [
              -90.56,
              42.36
            ],
            [
              -90.57,
              42.4
            ],
            [
              -90.6,
              42.43
            ],
            [
              -90.6,
              42.47
            ],
            [
              -90.59,
              42.48
            ]
          ]
        ]
      },
      "raw_probability": 0.1844,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "86cec99e11099ed0b9c369d6a68709b5a4dba7a4fa074d7e650d49b7cac0de5f",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.1844,
        "probability": 0.00197,
        "confidence_lo": 0.001942,
        "confidence_hi": 0.00197,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4170c75218193ef35d18b01be045775ffd0b414b639c73bf1fb0fde051d61659",
        "signature": {
          "alg": "ed25519",
          "sig": "bff04e43c1518b36494c89060f71abc3d0e908ee31d700611ec9a34e941d8c9a84ed842c230b6daa24d9cbebff5366ac883b7e81407b505380a2c1e981fe5b0c"
        }
      },
      "receipt_sha256": "4170c75218193ef35d18b01be045775ffd0b414b639c73bf1fb0fde051d61659"
    },
    {
      "storm_id": "231847",
      "lat": 30.7689,
      "lon": -87.0622,
      "motion_east": 6.2,
      "motion_south": 2.5,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1203.0,
      "ebshear": 22.0,
      "srh01": 69.0,
      "maxllaz": 0.002,
      "mesh": 0.09,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 69.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.7427
        },
        {
          "name": "alignment",
          "value": 3.3164
        },
        {
          "name": "tau",
          "value": 1.4197
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1836
      },
      "coherence_score": 1.4196617603302002,
      "coherence_diagnostics": {
        "tau": 1.4196617603302002,
        "grad_tau": 0.3239595890045166,
        "torsion": 0.0,
        "alignment": 3.316391944885254,
        "S_field": 0.06070635840296745,
        "Gamma_field": 1.2673766613006592,
        "S_over_Gamma": 0.04789922386407852,
        "Da": 79.98226165771484,
        "E_coh": 0.20435024797916412,
        "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": [
          [
            [
              -87.08,
              30.8
            ],
            [
              -87.02,
              30.8
            ],
            [
              -87.01,
              30.79
            ],
            [
              -87.01,
              30.76
            ],
            [
              -87.06,
              30.72
            ],
            [
              -87.08,
              30.72
            ],
            [
              -87.11,
              30.76
            ],
            [
              -87.11,
              30.77
            ],
            [
              -87.08,
              30.8
            ]
          ]
        ]
      },
      "raw_probability": 0.1836,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "76fbb45f251600b80130832e7f40e4bef4a9aebdf180c68fdbe6174ccd53b9d8",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.1836,
        "probability": 0.00197,
        "confidence_lo": 0.001942,
        "confidence_hi": 0.00197,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d173c5a1e1a246d1227b764ab811eb9ae53e96e216788b315440d8953d48ea41",
        "signature": {
          "alg": "ed25519",
          "sig": "104ad6f24be187bb2a83db303702de0e870ce3aa5c0b373dddb02c7c7bd17339e75d89e17a3f12ac1097f65dadb27daf005398e17ac6b6b000987634f5acae0f"
        }
      },
      "receipt_sha256": "d173c5a1e1a246d1227b764ab811eb9ae53e96e216788b315440d8953d48ea41"
    },
    {
      "storm_id": "231860",
      "lat": 37.4053,
      "lon": -91.8995,
      "motion_east": 5.2,
      "motion_south": 4.8,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3353.0,
      "ebshear": 40.0,
      "srh01": 154.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 154.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.1177
        },
        {
          "name": "alignment",
          "value": 7.3862
        },
        {
          "name": "tau",
          "value": 1.1051
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1811
      },
      "coherence_score": 1.1050636768341064,
      "coherence_diagnostics": {
        "tau": 1.1050636768341064,
        "grad_tau": 0.4268072247505188,
        "torsion": 0.0,
        "alignment": 7.386198043823242,
        "S_field": 0.21056732535362244,
        "Gamma_field": 0.919876754283905,
        "S_over_Gamma": 0.22890819609165192,
        "Da": 48.87452697753906,
        "E_coh": 0.4183681309223175,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -91.86,
              37.47
            ],
            [
              -91.83,
              37.46
            ],
            [
              -91.81,
              37.44
            ],
            [
              -91.81,
              37.42
            ],
            [
              -91.8,
              37.41
            ],
            [
              -91.81,
              37.35
            ],
            [
              -91.85,
              37.32
            ],
            [
              -91.93,
              37.32
            ],
            [
              -91.94,
              37.33
            ],
            [
              -91.96,
              37.33
            ],
            [
              -92.0,
              37.38
            ],
            [
              -92.0,
              37.4
            ],
            [
              -91.99,
              37.4
            ],
            [
              -91.97,
              37.42
            ],
            [
              -91.97,
              37.43
            ],
            [
              -91.93,
              37.43
            ],
            [
              -91.9,
              37.46
            ],
            [
              -91.87,
              37.46
            ],
            [
              -91.86,
              37.47
            ]
          ]
        ]
      },
      "raw_probability": 0.1811,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "a5276a918132c5caaa5bacb78645ede317e488016493e94e971339ed2d9f8145",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.1811,
        "probability": 0.00197,
        "confidence_lo": 0.001942,
        "confidence_hi": 0.00197,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d0e65f1c4b2d07e06f0c6a7effd79dd45d7e0f6e24b011728e311aae4cba5d1a",
        "signature": {
          "alg": "ed25519",
          "sig": "85bbddb77bd9022f0b423697281c95d1e52c3397b46f7b83c85565e27a5d9b4aee5e17f4e2ea7fcd1343db72175633986cd0508b425c22d770edb97b1cebdb0a"
        }
      },
      "receipt_sha256": "d0e65f1c4b2d07e06f0c6a7effd79dd45d7e0f6e24b011728e311aae4cba5d1a"
    },
    {
      "storm_id": "232077",
      "lat": 33.805,
      "lon": -101.6562,
      "motion_east": 6.5,
      "motion_south": 7.8,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1897.0,
      "ebshear": 29.0,
      "srh01": 68.0,
      "maxllaz": 0.003,
      "mesh": 0.08,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 68.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.8677
        },
        {
          "name": "alignment",
          "value": -0.8446
        },
        {
          "name": "tau",
          "value": 0.5509
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1768
      },
      "coherence_score": 0.5509300231933594,
      "coherence_diagnostics": {
        "tau": 0.5509300231933594,
        "grad_tau": 0.07536573708057404,
        "torsion": 0.0,
        "alignment": -0.8446058034896851,
        "S_field": 0.37187910079956055,
        "Gamma_field": 0.7032100558280945,
        "S_over_Gamma": 0.5288307666778564,
        "Da": 44.41098403930664,
        "E_coh": 0.8380664587020874,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -101.7,
              33.89
            ],
            [
              -101.65,
              33.88
            ],
            [
              -101.62,
              33.86
            ],
            [
              -101.61,
              33.82
            ],
            [
              -101.55,
              33.75
            ],
            [
              -101.55,
              33.72
            ],
            [
              -101.57,
              33.7
            ],
            [
              -101.6,
              33.7
            ],
            [
              -101.62,
              33.71
            ],
            [
              -101.68,
              33.77
            ],
            [
              -101.71,
              33.78
            ],
            [
              -101.74,
              33.81
            ],
            [
              -101.74,
              33.85
            ],
            [
              -101.75,
              33.87
            ],
            [
              -101.71,
              33.88
            ],
            [
              -101.7,
              33.89
            ]
          ]
        ]
      },
      "raw_probability": 0.1768,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "6942d1453634df36add5936eb55c70b01fb9e0547dca0fbcffea5eb09edb15f8",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.1768,
        "probability": 0.00197,
        "confidence_lo": 0.001942,
        "confidence_hi": 0.00197,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9be76afd993e1b4cdd671210399b99f7885f361d7ec47d9c8639b58506217fe7",
        "signature": {
          "alg": "ed25519",
          "sig": "38ed395f6dc1bccf7fe1f40b5514ac6c4a7b46bb7818b75ea24309da7dfda77f5fa06d7141a2bd5324aa5cede8e1499cff1a801652ba4639e731ea9d84f54202"
        }
      },
      "receipt_sha256": "9be76afd993e1b4cdd671210399b99f7885f361d7ec47d9c8639b58506217fe7"
    },
    {
      "storm_id": "231948",
      "lat": 47.0747,
      "lon": -88.2973,
      "motion_east": 3.7,
      "motion_south": 6.5,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 482.0,
      "ebshear": 20.0,
      "srh01": 81.0,
      "maxllaz": 0.004,
      "mesh": 0.18,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 81.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.1177
        },
        {
          "name": "alignment",
          "value": 6.4108
        },
        {
          "name": "tau",
          "value": 0.4334
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1767
      },
      "coherence_score": 0.43343645334243774,
      "coherence_diagnostics": {
        "tau": 0.43343645334243774,
        "grad_tau": 0.11668209731578827,
        "torsion": 0.0,
        "alignment": 6.410836696624756,
        "S_field": 0.056891459971666336,
        "Gamma_field": 0.2798767387866974,
        "S_over_Gamma": 0.20327326655387878,
        "Da": 16.13719367980957,
        "E_coh": 0.3184494972229004,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -88.33,
              47.12
            ],
            [
              -88.29,
              47.12
            ],
            [
              -88.28,
              47.11
            ],
            [
              -88.25,
              47.11
            ],
            [
              -88.24,
              47.1
            ],
            [
              -88.2,
              47.09
            ],
            [
              -88.19,
              47.08
            ],
            [
              -88.19,
              47.03
            ],
            [
              -88.21,
              47.01
            ],
            [
              -88.39,
              47.01
            ],
            [
              -88.38,
              47.02
            ],
            [
              -88.41,
              47.04
            ],
            [
              -88.41,
              47.07
            ],
            [
              -88.36,
              47.09
            ],
            [
              -88.33,
              47.12
            ]
          ]
        ]
      },
      "raw_probability": 0.1767,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "2cb10f2572e28d6ca388480ff808188be028772657c97c911909760e22a1c5ab",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.1767,
        "probability": 0.00197,
        "confidence_lo": 0.001942,
        "confidence_hi": 0.00197,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d55a9461285680b8d93b983c0f9e168e6950a00f8ca4285898524ad60cc9bea6",
        "signature": {
          "alg": "ed25519",
          "sig": "0044a5674862252d1de940ff91062653ff50a73e34af8145a687fa999c1987cb9fbb90a685b14245724f7d2d678ea24ebba9cab83ebb8c3a253d4def48c5af0d"
        }
      },
      "receipt_sha256": "d55a9461285680b8d93b983c0f9e168e6950a00f8ca4285898524ad60cc9bea6"
    },
    {
      "storm_id": "231865",
      "lat": 33.7259,
      "lon": -104.2494,
      "motion_east": 8.6,
      "motion_south": 8.2,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 433.0,
      "ebshear": 35.0,
      "srh01": 68.0,
      "maxllaz": 0.008,
      "mesh": 0.0,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 68.0
        },
        {
          "name": "hrrr_pwat",
          "value": 30.8677
        },
        {
          "name": "alignment",
          "value": 3.4862
        },
        {
          "name": "tau",
          "value": 0.4807
        },
        {
          "name": "maxllaz",
          "value": 0.008
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1756
      },
      "coherence_score": 0.48068585991859436,
      "coherence_diagnostics": {
        "tau": 0.48068585991859436,
        "grad_tau": 0.06975433975458145,
        "torsion": 0.0,
        "alignment": 3.4861998558044434,
        "S_field": 0.2692098617553711,
        "Gamma_field": 0.7382100224494934,
        "S_over_Gamma": 0.364679217338562,
        "Da": 46.806434631347656,
        "E_coh": 0.17916925251483917,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -104.29,
              33.84
            ],
            [
              -104.25,
              33.83
            ],
            [
              -104.25,
              33.82
            ],
            [
              -104.14,
              33.71
            ],
            [
              -104.14,
              33.66
            ],
            [
              -104.15,
              33.64
            ],
            [
              -104.19,
              33.62
            ],
            [
              -104.22,
              33.62
            ],
            [
              -104.24,
              33.66
            ],
            [
              -104.27,
              33.66
            ],
            [
              -104.29,
              33.67
            ],
            [
              -104.3,
              33.71
            ],
            [
              -104.31,
              33.72
            ],
            [
              -104.29,
              33.75
            ],
            [
              -104.31,
              33.78
            ],
            [
              -104.31,
              33.81
            ],
            [
              -104.29,
              33.84
            ]
          ]
        ]
      },
      "raw_probability": 0.1756,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "5dc1cd001bbc0d936ed523bbf3af0e5cb4a3f35a63ee83915b67fecbfec064d4",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.1756,
        "probability": 0.00197,
        "confidence_lo": 0.001942,
        "confidence_hi": 0.00197,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "21253c340ccf36fbb46eaebbf5cfc46c1215faa7d81c75eb23f72c9804cf1dd1",
        "signature": {
          "alg": "ed25519",
          "sig": "bae369f4640bb4030d5aefec6c8c717fcc72f45e7e611c79eb58a4d62599bf1c76018ae47adea8c656784f1a77fb094b67b156b5d5404d577e90d1552d2f1703"
        }
      },
      "receipt_sha256": "21253c340ccf36fbb46eaebbf5cfc46c1215faa7d81c75eb23f72c9804cf1dd1"
    },
    {
      "storm_id": "231476",
      "lat": 42.4783,
      "lon": -90.9813,
      "motion_east": 1.6,
      "motion_south": -5.0,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 542.0,
      "ebshear": 23.0,
      "srh01": 166.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 166.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.6177
        },
        {
          "name": "alignment",
          "value": -1.0205
        },
        {
          "name": "tau",
          "value": 1.1228
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1632
      },
      "coherence_score": 1.1227660179138184,
      "coherence_diagnostics": {
        "tau": 1.1227660179138184,
        "grad_tau": 0.13072974979877472,
        "torsion": 0.0,
        "alignment": -1.0205364227294922,
        "S_field": 0.08224620670080185,
        "Gamma_field": 0.17737670242786407,
        "S_over_Gamma": 0.46368101239204407,
        "Da": 10.349811553955078,
        "E_coh": 0.38537484407424927,
        "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": [
          [
            [
              -90.95,
              42.55
            ],
            [
              -90.87,
              42.55
            ],
            [
              -90.87,
              42.5
            ],
            [
              -90.88,
              42.51
            ],
            [
              -90.9,
              42.51
            ],
            [
              -90.91,
              42.49
            ],
            [
              -90.94,
              42.47
            ],
            [
              -90.94,
              42.45
            ],
            [
              -90.96,
              42.44
            ],
            [
              -90.98,
              42.41
            ],
            [
              -91.0,
              42.41
            ],
            [
              -91.01,
              42.4
            ],
            [
              -91.03,
              42.41
            ],
            [
              -91.03,
              42.42
            ],
            [
              -91.05,
              42.44
            ],
            [
              -91.08,
              42.44
            ],
            [
              -91.09,
              42.45
            ],
            [
              -91.06,
              42.49
            ],
            [
              -91.06,
              42.52
            ],
            [
              -91.03,
              42.52
            ],
            [
              -91.02,
              42.53
            ],
            [
              -90.96,
              42.54
            ],
            [
              -90.95,
              42.55
            ]
          ]
        ]
      },
      "raw_probability": 0.1632,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "d4a42d4d4f3d13e26d090f83414fc596671c6a8b461f62fbce66e9f485e82348",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.1632,
        "probability": 0.00197,
        "confidence_lo": 0.001942,
        "confidence_hi": 0.00197,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2bf263890849360c9709e6e4996fabb6117ed86af78d04880f17226b125f2833",
        "signature": {
          "alg": "ed25519",
          "sig": "9dc8c1748010937123f85260c192ca5450e9b907855bb0ae9f64850e10de50f40ca5888a07679b099d10b785620b336d38f8938effb09b7b2d791a802bb4a70e"
        }
      },
      "receipt_sha256": "2bf263890849360c9709e6e4996fabb6117ed86af78d04880f17226b125f2833"
    },
    {
      "storm_id": "231587",
      "lat": 32.0337,
      "lon": -86.1325,
      "motion_east": 4.2,
      "motion_south": 0.9,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3739.0,
      "ebshear": 25.0,
      "srh01": 36.0,
      "maxllaz": 0.006,
      "mesh": 0.59,
      "flash_rate": 28.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 36.0
        },
        {
          "name": "hrrr_pwat",
          "value": 57.4927
        },
        {
          "name": "alignment",
          "value": 10.1688
        },
        {
          "name": "tau",
          "value": 2.1777
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.163
      },
      "coherence_score": 2.177743673324585,
      "coherence_diagnostics": {
        "tau": 2.177743673324585,
        "grad_tau": 0.34087875485420227,
        "torsion": 0.0,
        "alignment": 10.16876220703125,
        "S_field": 0.8658592700958252,
        "Gamma_field": 0.32737672328948975,
        "S_over_Gamma": 2.644840717315674,
        "Da": 20.0021915435791,
        "E_coh": 0.7152250409126282,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -86.16,
              32.07
            ],
            [
              -86.1,
              32.07
            ],
            [
              -86.07,
              32.01
            ],
            [
              -86.08,
              31.99
            ],
            [
              -86.15,
              31.99
            ],
            [
              -86.17,
              32.01
            ],
            [
              -86.17,
              32.06
            ],
            [
              -86.16,
              32.07
            ]
          ]
        ]
      },
      "raw_probability": 0.163,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "f5239ac2b8ff82160f932c5230ec7bc90484eab6cc225c7553a53a841beae1e0",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.163,
        "probability": 0.00197,
        "confidence_lo": 0.001942,
        "confidence_hi": 0.00197,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "98084b0bc63fe587807456d51c6d613755cbe99fb2dc3622802dca74fc9eb904",
        "signature": {
          "alg": "ed25519",
          "sig": "04cba4e5eb3c3c812b275d4610c0a1a4fd391a80644c6ed6377ce7f24da0786ccd4cbd8e83711a49d77208ccb5dbe80d9a59ce47d64ca5eae0e4d89276284700"
        }
      },
      "receipt_sha256": "98084b0bc63fe587807456d51c6d613755cbe99fb2dc3622802dca74fc9eb904"
    },
    {
      "storm_id": "232079",
      "lat": 32.104,
      "lon": -86.021,
      "motion_east": 4.2,
      "motion_south": 0.9,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3601.0,
      "ebshear": 25.0,
      "srh01": 35.0,
      "maxllaz": 0.005,
      "mesh": 0.29,
      "flash_rate": 9.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 35.0
        },
        {
          "name": "hrrr_pwat",
          "value": 57.4927
        },
        {
          "name": "alignment",
          "value": 10.1688
        },
        {
          "name": "tau",
          "value": 2.1777
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.163
      },
      "coherence_score": 2.177743673324585,
      "coherence_diagnostics": {
        "tau": 2.177743673324585,
        "grad_tau": 0.34087875485420227,
        "torsion": 0.0,
        "alignment": 10.16876220703125,
        "S_field": 0.8658592700958252,
        "Gamma_field": 0.32737672328948975,
        "S_over_Gamma": 2.644840717315674,
        "Da": 20.0021915435791,
        "E_coh": 0.7152250409126282,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -86.04,
              32.14
            ],
            [
              -85.99,
              32.14
            ],
            [
              -85.98,
              32.13
            ],
            [
              -85.98,
              32.09
            ],
            [
              -86.0,
              32.07
            ],
            [
              -86.03,
              32.07
            ],
            [
              -86.04,
              32.06
            ],
            [
              -86.06,
              32.07
            ],
            [
              -86.05,
              32.13
            ],
            [
              -86.04,
              32.14
            ]
          ]
        ]
      },
      "raw_probability": 0.163,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "f5239ac2b8ff82160f932c5230ec7bc90484eab6cc225c7553a53a841beae1e0",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.163,
        "probability": 0.00197,
        "confidence_lo": 0.001942,
        "confidence_hi": 0.00197,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "98084b0bc63fe587807456d51c6d613755cbe99fb2dc3622802dca74fc9eb904",
        "signature": {
          "alg": "ed25519",
          "sig": "04cba4e5eb3c3c812b275d4610c0a1a4fd391a80644c6ed6377ce7f24da0786ccd4cbd8e83711a49d77208ccb5dbe80d9a59ce47d64ca5eae0e4d89276284700"
        }
      },
      "receipt_sha256": "98084b0bc63fe587807456d51c6d613755cbe99fb2dc3622802dca74fc9eb904"
    },
    {
      "storm_id": "231314",
      "lat": 32.096,
      "lon": -86.341,
      "motion_east": 4.2,
      "motion_south": 0.9,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.002,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3465.0,
      "ebshear": 22.0,
      "srh01": 32.0,
      "maxllaz": 0.003,
      "mesh": 0.22,
      "flash_rate": 28.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 32.0
        },
        {
          "name": "hrrr_pwat",
          "value": 57.4927
        },
        {
          "name": "alignment",
          "value": 10.1688
        },
        {
          "name": "tau",
          "value": 2.1777
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1519
      },
      "coherence_score": 2.177743673324585,
      "coherence_diagnostics": {
        "tau": 2.177743673324585,
        "grad_tau": 0.34087875485420227,
        "torsion": 0.0,
        "alignment": 10.16876220703125,
        "S_field": 0.8658592700958252,
        "Gamma_field": 0.32737672328948975,
        "S_over_Gamma": 2.644840717315674,
        "Da": 20.0021915435791,
        "E_coh": 0.7152250409126282,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -86.38,
              32.13
            ],
            [
              -86.32,
              32.13
            ],
            [
              -86.3,
              32.12
            ],
            [
              -86.29,
              32.1
            ],
            [
              -86.29,
              32.06
            ],
            [
              -86.3,
              32.05
            ],
            [
              -86.37,
              32.05
            ],
            [
              -86.39,
              32.07
            ],
            [
              -86.39,
              32.12
            ],
            [
              -86.38,
              32.13
            ]
          ]
        ]
      },
      "raw_probability": 0.1519,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "e2c9b686706233a363ef883950412b141d8ebff228d3ba46352cb77aa71fd862",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.1519,
        "probability": 0.00197,
        "confidence_lo": 0.001942,
        "confidence_hi": 0.00197,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "290b79e4f5a55dbf2c74b8bd4d17dcd5df2fed8498a6cb67cff322cf70e833ac",
        "signature": {
          "alg": "ed25519",
          "sig": "79ef62ebe870aa5e742adf6f0a304fc408b934b61ca51c5cdafb33af7fdaa927295ef2125a11b69019dc152d37c686233efdd6f0efda44bb28e621554129b909"
        }
      },
      "receipt_sha256": "290b79e4f5a55dbf2c74b8bd4d17dcd5df2fed8498a6cb67cff322cf70e833ac"
    },
    {
      "storm_id": "231506",
      "lat": 34.29,
      "lon": -103.7927,
      "motion_east": 8.7,
      "motion_south": 8.5,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1233.0,
      "ebshear": 40.0,
      "srh01": 63.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 63.0
        },
        {
          "name": "hrrr_pwat",
          "value": 30.8677
        },
        {
          "name": "alignment",
          "value": 3.4862
        },
        {
          "name": "tau",
          "value": 0.4807
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1474
      },
      "coherence_score": 0.48068585991859436,
      "coherence_diagnostics": {
        "tau": 0.48068585991859436,
        "grad_tau": 0.06975433975458145,
        "torsion": 0.0,
        "alignment": 3.4861998558044434,
        "S_field": 0.2692098617553711,
        "Gamma_field": 0.7382100224494934,
        "S_over_Gamma": 0.364679217338562,
        "Da": 46.806434631347656,
        "E_coh": 0.17916925251483917,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -103.77,
              34.36
            ],
            [
              -103.75,
              34.36
            ],
            [
              -103.74,
              34.35
            ],
            [
              -103.74,
              34.27
            ],
            [
              -103.76,
              34.25
            ],
            [
              -103.76,
              34.23
            ],
            [
              -103.78,
              34.21
            ],
            [
              -103.84,
              34.21
            ],
            [
              -103.86,
              34.23
            ],
            [
              -103.86,
              34.26
            ],
            [
              -103.83,
              34.29
            ],
            [
              -103.83,
              34.3
            ],
            [
              -103.8,
              34.33
            ],
            [
              -103.8,
              34.34
            ],
            [
              -103.77,
              34.36
            ]
          ]
        ]
      },
      "raw_probability": 0.1474,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "d916a40f8367db4991c4594703a08ae8d33a1eb0cdf7881dce44416b0fdf898e",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.1474,
        "probability": 0.00197,
        "confidence_lo": 0.001942,
        "confidence_hi": 0.00197,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f7cae8019864b1ebc688cdfb5b941acd76fa9da226d64b8571302097ad739b42",
        "signature": {
          "alg": "ed25519",
          "sig": "183f2c179b5cb7d2848ef83abfa56d92422219a53c25ed77e525bec21f3a38f8b4f4e3557b44784839ea56dd3ec295f16fab2f084904d090d3132c18d8d3b609"
        }
      },
      "receipt_sha256": "f7cae8019864b1ebc688cdfb5b941acd76fa9da226d64b8571302097ad739b42"
    },
    {
      "storm_id": "232035",
      "lat": 30.9417,
      "lon": -82.6108,
      "motion_east": 3.7,
      "motion_south": 1.0,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3043.0,
      "ebshear": 25.0,
      "srh01": 67.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 67.0
        },
        {
          "name": "hrrr_pwat",
          "value": 57.2427
        },
        {
          "name": "alignment",
          "value": 2.3564
        },
        {
          "name": "tau",
          "value": 2.9661
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1423
      },
      "coherence_score": 2.966085910797119,
      "coherence_diagnostics": {
        "tau": 2.966085910797119,
        "grad_tau": 0.6136561036109924,
        "torsion": 0.0,
        "alignment": 2.3563568592071533,
        "S_field": 0.7736834287643433,
        "Gamma_field": 0.2573767304420471,
        "S_over_Gamma": 3.0060348510742188,
        "Da": 14.5604887008667,
        "E_coh": 0.9624174237251282,
        "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": [
          [
            [
              -82.57,
              30.99
            ],
            [
              -82.57,
              30.97
            ],
            [
              -82.59,
              30.96
            ],
            [
              -82.59,
              30.94
            ],
            [
              -82.61,
              30.93
            ],
            [
              -82.61,
              30.91
            ],
            [
              -82.64,
              30.88
            ],
            [
              -82.67,
              30.88
            ],
            [
              -82.66,
              30.94
            ],
            [
              -82.65,
              30.95
            ],
            [
              -82.6,
              30.96
            ],
            [
              -82.57,
              30.99
            ]
          ]
        ]
      },
      "raw_probability": 0.1423,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "89de0772312666b8734e9a1923e5b50ce0d254eb71fa98e2a0ccda2f5cbc6fe9",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.1423,
        "probability": 0.00197,
        "confidence_lo": 0.001942,
        "confidence_hi": 0.00197,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7ee6ad4f440b4456c6d766500ca5185cb0d79afea18ad43ffb8ac70d643f4432",
        "signature": {
          "alg": "ed25519",
          "sig": "610f5766f061b0c977f082056e77a8e48022f9df103702d076943c4cb469560b6c88dc88bed73bb3f0a8fb45c07ef35d4a92bb55a39ef12715072097e4b51106"
        }
      },
      "receipt_sha256": "7ee6ad4f440b4456c6d766500ca5185cb0d79afea18ad43ffb8ac70d643f4432"
    },
    {
      "storm_id": "232073",
      "lat": 42.289,
      "lon": -88.26,
      "motion_east": 3.7,
      "motion_south": 1.0,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 91.0,
      "ebshear": 9.0,
      "srh01": 134.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 134.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.9927
        },
        {
          "name": "alignment",
          "value": 0.0681
        },
        {
          "name": "tau",
          "value": 1.2397
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.138
      },
      "coherence_score": 1.239708662033081,
      "coherence_diagnostics": {
        "tau": 1.239708662033081,
        "grad_tau": 0.2051636427640915,
        "torsion": 0.0,
        "alignment": 0.0680626630783081,
        "S_field": 0.23921579122543335,
        "Gamma_field": 0.15654337406158447,
        "S_over_Gamma": 1.5281119346618652,
        "Da": 10.046496391296387,
        "E_coh": 0.14443732798099518,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -88.29,
              42.32
            ],
            [
              -88.23,
              42.32
            ],
            [
              -88.21,
              42.3
            ],
            [
              -88.21,
              42.26
            ],
            [
              -88.22,
              42.25
            ],
            [
              -88.27,
              42.25
            ],
            [
              -88.29,
              42.26
            ],
            [
              -88.29,
              42.3
            ],
            [
              -88.3,
              42.31
            ],
            [
              -88.29,
              42.32
            ]
          ]
        ]
      },
      "raw_probability": 0.138,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "e888c15a1857ece8e55e72c78f4f1c971824c658efd43897e7e43f1d2cd97e7f",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.138,
        "probability": 0.00197,
        "confidence_lo": 0.001942,
        "confidence_hi": 0.00197,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "55d6cffe0b19a200e3f478259d2cdfb5b2c2a9955928af3bb1059bdb40bbf3bb",
        "signature": {
          "alg": "ed25519",
          "sig": "ce5df96c36813d3ced5ea3ac87bd052a90c038e8b9958e533d268768a50958bff8e6e65bed9e39cced5f93986f523ee306a230a1714f4f87b225808af09e570e"
        }
      },
      "receipt_sha256": "55d6cffe0b19a200e3f478259d2cdfb5b2c2a9955928af3bb1059bdb40bbf3bb"
    },
    {
      "storm_id": "232057",
      "lat": 31.0631,
      "lon": -88.2038,
      "motion_east": 3.7,
      "motion_south": 1.0,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3042.0,
      "ebshear": 23.0,
      "srh01": 73.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 73.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.1177
        },
        {
          "name": "alignment",
          "value": 1.6023
        },
        {
          "name": "tau",
          "value": 1.4623
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1369
      },
      "coherence_score": 1.4623128175735474,
      "coherence_diagnostics": {
        "tau": 1.4623128175735474,
        "grad_tau": 0.3264402747154236,
        "torsion": -4.235263695306912e-09,
        "alignment": 1.6022918224334717,
        "S_field": 0.46019473671913147,
        "Gamma_field": 0.4832100570201874,
        "S_over_Gamma": 0.9523699283599854,
        "Da": 32.19732666015625,
        "E_coh": 0.9267707467079163,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -88.21,
              31.11
            ],
            [
              -88.17,
              31.11
            ],
            [
              -88.16,
              31.09
            ],
            [
              -88.17,
              31.08
            ],
            [
              -88.16,
              31.06
            ],
            [
              -88.17,
              31.05
            ],
            [
              -88.17,
              31.03
            ],
            [
              -88.21,
              31.01
            ],
            [
              -88.25,
              31.01
            ],
            [
              -88.26,
              31.02
            ],
            [
              -88.26,
              31.06
            ],
            [
              -88.25,
              31.08
            ],
            [
              -88.21,
              31.11
            ]
          ]
        ]
      },
      "raw_probability": 0.1369,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "88405c59bbbd27e26e0f6169bde054f43b05517f51ed0d4b052c0cfc7adcb5de",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.1369,
        "probability": 0.00197,
        "confidence_lo": 0.001942,
        "confidence_hi": 0.00197,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0ee9077af0084c6fa21358fc53dda1d8ba6bfb68bb2dca80bfcc53915e93995d",
        "signature": {
          "alg": "ed25519",
          "sig": "a31abcc7a44022244eaf05bf4c242777b1cb7322520370448994c0e583a384710d933685ea82803645b0697b64ad94839555527672fb57494df572fb9e49ce08"
        }
      },
      "receipt_sha256": "0ee9077af0084c6fa21358fc53dda1d8ba6bfb68bb2dca80bfcc53915e93995d"
    },
    {
      "storm_id": "231926",
      "lat": 31.2354,
      "lon": -81.9831,
      "motion_east": 4.9,
      "motion_south": 1.1,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2783.0,
      "ebshear": 22.0,
      "srh01": 51.0,
      "maxllaz": 0.003,
      "mesh": 0.33,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 51.0
        },
        {
          "name": "hrrr_pwat",
          "value": 57.2427
        },
        {
          "name": "alignment",
          "value": 2.3564
        },
        {
          "name": "tau",
          "value": 2.9661
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1366
      },
      "coherence_score": 2.966085910797119,
      "coherence_diagnostics": {
        "tau": 2.966085910797119,
        "grad_tau": 0.6136561036109924,
        "torsion": 0.0,
        "alignment": 2.3563568592071533,
        "S_field": 0.7736834287643433,
        "Gamma_field": 0.2573767304420471,
        "S_over_Gamma": 3.0060348510742188,
        "Da": 14.5604887008667,
        "E_coh": 0.9624174237251282,
        "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": [
          [
            [
              -82.01,
              31.27
            ],
            [
              -82.0,
              31.26
            ],
            [
              -81.95,
              31.26
            ],
            [
              -81.95,
              31.23
            ],
            [
              -81.96,
              31.22
            ],
            [
              -81.95,
              31.19
            ],
            [
              -81.97,
              31.19
            ],
            [
              -81.96,
              31.21
            ],
            [
              -81.97,
              31.23
            ],
            [
              -82.01,
              31.23
            ],
            [
              -82.02,
              31.24
            ],
            [
              -82.02,
              31.26
            ],
            [
              -82.01,
              31.27
            ]
          ]
        ]
      },
      "raw_probability": 0.1366,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "67582e10631ef6855919939366d181533e416789ea7f25fe2046ec013f22fd5c",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.1366,
        "probability": 0.00197,
        "confidence_lo": 0.001942,
        "confidence_hi": 0.00197,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "76d6688d5e308d0b3bc39a819652984dbfa144791d356e1ed3aa5db979efedb3",
        "signature": {
          "alg": "ed25519",
          "sig": "14a2418825e51ff691380aba4cc4fc47e85c7ffb7d50884015bc84b26ee457335607c4300ca91e97e0a28ae134f9f167a0315aa92f23055ff957b7a5753f870b"
        }
      },
      "receipt_sha256": "76d6688d5e308d0b3bc39a819652984dbfa144791d356e1ed3aa5db979efedb3"
    },
    {
      "storm_id": "232099",
      "lat": 31.0903,
      "lon": -81.9995,
      "motion_east": 5.1,
      "motion_south": 1.1,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2513.0,
      "ebshear": 21.0,
      "srh01": 48.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 48.0
        },
        {
          "name": "hrrr_pwat",
          "value": 57.2427
        },
        {
          "name": "alignment",
          "value": 2.3564
        },
        {
          "name": "tau",
          "value": 2.9661
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1335
      },
      "coherence_score": 2.966085910797119,
      "coherence_diagnostics": {
        "tau": 2.966085910797119,
        "grad_tau": 0.6136561036109924,
        "torsion": 0.0,
        "alignment": 2.3563568592071533,
        "S_field": 0.7736834287643433,
        "Gamma_field": 0.2573767304420471,
        "S_over_Gamma": 3.0060348510742188,
        "Da": 14.5604887008667,
        "E_coh": 0.9624174237251282,
        "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": [
          [
            [
              -81.98,
              31.13
            ],
            [
              -81.97,
              31.13
            ],
            [
              -81.96,
              31.13
            ],
            [
              -81.96,
              31.12
            ],
            [
              -81.96,
              31.11
            ],
            [
              -81.96,
              31.1
            ],
            [
              -81.96,
              31.09
            ],
            [
              -81.96,
              31.08
            ],
            [
              -81.96,
              31.07
            ],
            [
              -81.96,
              31.06
            ],
            [
              -81.97,
              31.06
            ],
            [
              -81.98,
              31.06
            ],
            [
              -81.99,
              31.07
            ],
            [
              -81.99,
              31.08
            ],
            [
              -81.99,
              31.09
            ],
            [
              -81.99,
              31.1
            ],
            [
              -82.0,
              31.11
            ],
            [
              -82.01,
              31.1
            ],
            [
              -82.02,
              31.09
            ],
            [
              -82.02,
              31.08
            ],
            [
              -82.01,
              31.07
            ],
            [
              -82.02,
              31.06
            ],
            [
              -82.03,
              31.05
            ],
            [
              -82.03,
              31.04
            ],
            [
              -82.03,
              31.05
            ],
            [
              -82.04,
              31.06
            ],
            [
              -82.04,
              31.07
            ],
            [
              -82.04,
              31.08
            ],
            [
              -82.04,
              31.09
            ],
            [
              -82.04,
              31.1
            ],
            [
              -82.04,
              31.11
            ],
            [
              -82.03,
              31.12
            ],
            [
              -82.02,
              31.11
            ],
            [
              -82.01,
              31.11
            ],
            [
              -82.0,
              31.11
            ],
            [
              -81.99,
              31.12
            ],
            [
              -81.98,
              31.13
            ]
          ]
        ]
      },
      "raw_probability": 0.1335,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "ae2f3a1877bf57ee0000fcb337b35f9883342cf1dd29cb8aec00782c49f63bda",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.1335,
        "probability": 0.00197,
        "confidence_lo": 0.001942,
        "confidence_hi": 0.00197,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "cce79beab5bebcf8dbd8397e325017af11c4bc04ce3bca81bb02902abdfca48e",
        "signature": {
          "alg": "ed25519",
          "sig": "7a441c3a56e5063c39283ce8e39bc12bac4290fe0b567a5e8bea94bfc4945b8108772ea77d1e778266c98360d5a66e3ec4916843866795b48551e1aa7eb69c09"
        }
      },
      "receipt_sha256": "cce79beab5bebcf8dbd8397e325017af11c4bc04ce3bca81bb02902abdfca48e"
    },
    {
      "storm_id": "231879",
      "lat": 47.1947,
      "lon": -88.09,
      "motion_east": 3.7,
      "motion_south": 5.3,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 405.0,
      "ebshear": 20.0,
      "srh01": 90.0,
      "maxllaz": 0.005,
      "mesh": 0.25,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 90.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.1177
        },
        {
          "name": "alignment",
          "value": 6.4108
        },
        {
          "name": "tau",
          "value": 0.4334
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1332
      },
      "coherence_score": 0.43343645334243774,
      "coherence_diagnostics": {
        "tau": 0.43343645334243774,
        "grad_tau": 0.11668209731578827,
        "torsion": 0.0,
        "alignment": 6.410836696624756,
        "S_field": 0.056891459971666336,
        "Gamma_field": 0.2798767387866974,
        "S_over_Gamma": 0.20327326655387878,
        "Da": 16.13719367980957,
        "E_coh": 0.3184494972229004,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -88.08,
              47.24
            ],
            [
              -88.05,
              47.24
            ],
            [
              -88.04,
              47.23
            ],
            [
              -88.04,
              47.2
            ],
            [
              -88.02,
              47.18
            ],
            [
              -88.06,
              47.17
            ],
            [
              -88.07,
              47.16
            ],
            [
              -88.1,
              47.16
            ],
            [
              -88.11,
              47.15
            ],
            [
              -88.16,
              47.14
            ],
            [
              -88.17,
              47.15
            ],
            [
              -88.17,
              47.2
            ],
            [
              -88.11,
              47.23
            ],
            [
              -88.09,
              47.23
            ],
            [
              -88.08,
              47.24
            ]
          ]
        ]
      },
      "raw_probability": 0.1332,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "3f83e92df85d7c774c3fbda7a0f5ec43608414fbc02b8de374ea2fdeb3a676b6",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.1332,
        "probability": 0.00197,
        "confidence_lo": 0.001942,
        "confidence_hi": 0.00197,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "53ebe964709f164e204cd9a800b7c863c13312d6f432fa0d699ad33f1cabfce7",
        "signature": {
          "alg": "ed25519",
          "sig": "8d23cc47b11ea25f9dc4725309dd0662c2c4f287f9f8248fdcdfee7e13bff5bbd1dc36beeafe12a992cc51b57e5e818784cf9399872f3d2409e06765e4427e0c"
        }
      },
      "receipt_sha256": "53ebe964709f164e204cd9a800b7c863c13312d6f432fa0d699ad33f1cabfce7"
    },
    {
      "storm_id": "232058",
      "lat": 30.9623,
      "lon": -81.9395,
      "motion_east": 5.1,
      "motion_south": 1.1,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2361.0,
      "ebshear": 23.0,
      "srh01": 44.0,
      "maxllaz": 0.005,
      "mesh": 0.2,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 44.0
        },
        {
          "name": "hrrr_pwat",
          "value": 57.2427
        },
        {
          "name": "alignment",
          "value": 2.3564
        },
        {
          "name": "tau",
          "value": 2.9661
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1289
      },
      "coherence_score": 2.966085910797119,
      "coherence_diagnostics": {
        "tau": 2.966085910797119,
        "grad_tau": 0.6136561036109924,
        "torsion": 0.0,
        "alignment": 2.3563568592071533,
        "S_field": 0.7736834287643433,
        "Gamma_field": 0.2573767304420471,
        "S_over_Gamma": 3.0060348510742188,
        "Da": 14.5604887008667,
        "E_coh": 0.9624174237251282,
        "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": [
          [
            [
              -81.88,
              31.04
            ],
            [
              -81.86,
              31.03
            ],
            [
              -81.86,
              30.99
            ],
            [
              -81.88,
              30.97
            ],
            [
              -81.9,
              30.97
            ],
            [
              -81.92,
              30.95
            ],
            [
              -81.92,
              30.87
            ],
            [
              -81.93,
              30.86
            ],
            [
              -81.95,
              30.86
            ],
            [
              -81.96,
              30.87
            ],
            [
              -81.96,
              30.89
            ],
            [
              -82.01,
              30.93
            ],
            [
              -82.0,
              30.95
            ],
            [
              -82.02,
              30.99
            ],
            [
              -82.0,
              31.0
            ],
            [
              -81.99,
              30.99
            ],
            [
              -81.99,
              30.97
            ],
            [
              -81.97,
              30.96
            ],
            [
              -81.95,
              31.0
            ],
            [
              -81.93,
              31.02
            ],
            [
              -81.91,
              31.02
            ],
            [
              -81.88,
              31.04
            ]
          ]
        ]
      },
      "raw_probability": 0.1289,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "359cbe57ab1824d61775977a99ca5d3e9bddcf5965a8e00535143746dc2fe4a7",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.1289,
        "probability": 0.00197,
        "confidence_lo": 0.001942,
        "confidence_hi": 0.00197,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1006c2a7c2493cc5982125c7f44b6a221f19af666b59cbabef270765836c4d73",
        "signature": {
          "alg": "ed25519",
          "sig": "9ff4c6296fd53b81303547e948c449b905d7cf9ddc84850f549277cc86a130a2b1637fe3b8998c9be4d25e833506b40950694cd29d3e2356621af655946d4704"
        }
      },
      "receipt_sha256": "1006c2a7c2493cc5982125c7f44b6a221f19af666b59cbabef270765836c4d73"
    },
    {
      "storm_id": "231953",
      "lat": 42.3314,
      "lon": -91.9864,
      "motion_east": 3.7,
      "motion_south": 1.0,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 650.0,
      "ebshear": 29.0,
      "srh01": 148.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 148.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.2427
        },
        {
          "name": "alignment",
          "value": 0.5602
        },
        {
          "name": "tau",
          "value": 1.081
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1281
      },
      "coherence_score": 1.0810256004333496,
      "coherence_diagnostics": {
        "tau": 1.0810256004333496,
        "grad_tau": 0.08493746817111969,
        "torsion": 0.0,
        "alignment": 0.5602235794067383,
        "S_field": 0.13251540064811707,
        "Gamma_field": 0.1782100349664688,
        "S_over_Gamma": 0.7435911297798157,
        "Da": 9.260279655456543,
        "E_coh": 0.2600350081920624,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -92.04,
              42.38
            ],
            [
              -91.99,
              42.38
            ],
            [
              -91.95,
              42.36
            ],
            [
              -91.92,
              42.36
            ],
            [
              -91.89,
              42.34
            ],
            [
              -91.89,
              42.31
            ],
            [
              -91.92,
              42.28
            ],
            [
              -91.99,
              42.28
            ],
            [
              -92.0,
              42.29
            ],
            [
              -92.02,
              42.29
            ],
            [
              -92.04,
              42.3
            ],
            [
              -92.06,
              42.33
            ],
            [
              -92.06,
              42.36
            ],
            [
              -92.04,
              42.38
            ]
          ]
        ]
      },
      "raw_probability": 0.1281,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "294bb7eaae3a3f6f9c1f367471b4af7d5e6e1b697ee725b608115fde599e95a4",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.1281,
        "probability": 0.00197,
        "confidence_lo": 0.001942,
        "confidence_hi": 0.00197,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9d45cca6cdb5ed5565c21d7681bfcbe4a5e22314fd60481a7e600467cdbfd15b",
        "signature": {
          "alg": "ed25519",
          "sig": "3b24018b62d12c20e05c4c17cb0cf151cb5ddef38bfb426f320383cbd025ffed51cf05b335977d3820aac0d982aaec1857eda8c208da492bebd1ad358caf8703"
        }
      },
      "receipt_sha256": "9d45cca6cdb5ed5565c21d7681bfcbe4a5e22314fd60481a7e600467cdbfd15b"
    },
    {
      "storm_id": "231885",
      "lat": 42.1472,
      "lon": -91.6428,
      "motion_east": 3.7,
      "motion_south": 1.0,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 980.0,
      "ebshear": 30.0,
      "srh01": 122.0,
      "maxllaz": 0.003,
      "mesh": 0.05,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 122.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.8677
        },
        {
          "name": "alignment",
          "value": -0.6369
        },
        {
          "name": "tau",
          "value": 1.1576
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1271
      },
      "coherence_score": 1.1576249599456787,
      "coherence_diagnostics": {
        "tau": 1.1576249599456787,
        "grad_tau": 0.11114448308944702,
        "torsion": 0.0,
        "alignment": -0.6368789672851562,
        "S_field": 0.16495640575885773,
        "Gamma_field": 0.15904337167739868,
        "S_over_Gamma": 1.0371787548065186,
        "Da": 8.056230545043945,
        "E_coh": 0.7939974069595337,
        "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": [
          [
            [
              -91.76,
              42.23
            ],
            [
              -91.72,
              42.22
            ],
            [
              -91.71,
              42.21
            ],
            [
              -91.71,
              42.18
            ],
            [
              -91.69,
              42.16
            ],
            [
              -91.66,
              42.16
            ],
            [
              -91.59,
              42.2
            ],
            [
              -91.53,
              42.2
            ],
            [
              -91.49,
              42.18
            ],
            [
              -91.47,
              42.16
            ],
            [
              -91.47,
              42.14
            ],
            [
              -91.48,
              42.12
            ],
            [
              -91.49,
              42.12
            ],
            [
              -91.56,
              42.07
            ],
            [
              -91.58,
              42.07
            ],
            [
              -91.59,
              42.06
            ],
            [
              -91.68,
              42.06
            ],
            [
              -91.7,
              42.08
            ],
            [
              -91.71,
              42.08
            ],
            [
              -91.71,
              42.12
            ],
            [
              -91.72,
              42.14
            ],
            [
              -91.74,
              42.16
            ],
            [
              -91.77,
              42.16
            ],
            [
              -91.78,
              42.17
            ],
            [
              -91.76,
              42.23
            ]
          ]
        ]
      },
      "raw_probability": 0.1271,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "ec51fe86e7ebf3eef5c6f9a884d9bc36fb3c05604c009093031e7a11c5d17f1a",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.1271,
        "probability": 0.00197,
        "confidence_lo": 0.001942,
        "confidence_hi": 0.00197,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "472cebc99a3913cab9da109b918bc6a26fa87fd1306a570a69f7109be642463b",
        "signature": {
          "alg": "ed25519",
          "sig": "c8d0ca52bf07e49d1d7303589265375282306f12b36637d9ea0b9fc80d47bcce4485f16f03e99f05d26bdf3400d56520c8f2cd91aeac407c4315fbc0d82c6a0d"
        }
      },
      "receipt_sha256": "472cebc99a3913cab9da109b918bc6a26fa87fd1306a570a69f7109be642463b"
    },
    {
      "storm_id": "232025",
      "lat": 48.5412,
      "lon": -78.6587,
      "motion_east": 3.3,
      "motion_south": 1.2,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1211.0,
      "ebshear": 20.0,
      "srh01": 35.0,
      "maxllaz": 0.003,
      "mesh": 0.15,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 35.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.3677
        },
        {
          "name": "alignment",
          "value": 4.605
        },
        {
          "name": "tau",
          "value": 0.3757
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.127
      },
      "coherence_score": 0.37570518255233765,
      "coherence_diagnostics": {
        "tau": 0.37570518255233765,
        "grad_tau": 0.34059301018714905,
        "torsion": 0.0,
        "alignment": 4.605005264282227,
        "S_field": 0.413066565990448,
        "Gamma_field": 1.2965433597564697,
        "S_over_Gamma": 0.3185906410217285,
        "Da": 73.9427490234375,
        "E_coh": 0.18834832310676575,
        "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": [
          [
            [
              -78.67,
              48.57
            ],
            [
              -78.64,
              48.57
            ],
            [
              -78.62,
              48.55
            ],
            [
              -78.62,
              48.5
            ],
            [
              -78.67,
              48.5
            ],
            [
              -78.69,
              48.52
            ],
            [
              -78.69,
              48.55
            ],
            [
              -78.67,
              48.57
            ]
          ]
        ]
      },
      "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": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "de1ebc13c9d7495e71e89a7e6409c47da101ffc537a15c0d8748f75af1d97219",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.127,
        "probability": 0.00197,
        "confidence_lo": 0.001942,
        "confidence_hi": 0.00197,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "45b3cb69a883f4d3b77c9d32bec6b171fb9d486c08ceecc7403ce5d6565867bb",
        "signature": {
          "alg": "ed25519",
          "sig": "4f5e3fcb4c87cd1a488780f6cd0722ae346d5b740e7c41b0eab85e21848848358bbafb228d0fc47df522a9fbeac9c40d90eba2c9a26b8ac2bd9ee7469a029c08"
        }
      },
      "receipt_sha256": "45b3cb69a883f4d3b77c9d32bec6b171fb9d486c08ceecc7403ce5d6565867bb"
    },
    {
      "storm_id": "232066",
      "lat": 47.0382,
      "lon": -88.6909,
      "motion_east": -2.0,
      "motion_south": 5.3,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 322.0,
      "ebshear": 22.0,
      "srh01": 93.0,
      "maxllaz": 0.001,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 93.0
        },
        {
          "name": "hrrr_pwat",
          "value": 23.9927
        },
        {
          "name": "alignment",
          "value": 5.9905
        },
        {
          "name": "tau",
          "value": 0.4311
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1256
      },
      "coherence_score": 0.4310729503631592,
      "coherence_diagnostics": {
        "tau": 0.4310729503631592,
        "grad_tau": 0.12131775170564651,
        "torsion": 0.0,
        "alignment": 5.990499496459961,
        "S_field": 0.0573003813624382,
        "Gamma_field": 0.29321005940437317,
        "S_over_Gamma": 0.19542433321475983,
        "Da": 16.77062225341797,
        "E_coh": 0.035182930529117584,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -88.69,
              47.08
            ],
            [
              -88.65,
              47.08
            ],
            [
              -88.64,
              47.07
            ],
            [
              -88.64,
              47.03
            ],
            [
              -88.67,
              47.0
            ],
            [
              -88.69,
              46.99
            ],
            [
              -88.72,
              46.99
            ],
            [
              -88.75,
              47.01
            ],
            [
              -88.73,
              47.03
            ],
            [
              -88.73,
              47.06
            ],
            [
              -88.69,
              47.08
            ]
          ]
        ]
      },
      "raw_probability": 0.1256,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "b1ea13f25f8b5bab41b9144981ad5cc38dc5a048273da3b2306cde3169b838d4",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.1256,
        "probability": 0.00197,
        "confidence_lo": 0.001942,
        "confidence_hi": 0.00197,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e8063c6c49a980b3a1a342d75c1e33004f36ab90f7d58ffed261cb00c582247f",
        "signature": {
          "alg": "ed25519",
          "sig": "d194478a4946d7144dfa9d516312ac6d02117525371ccd02577190f66cd1cc6a21c42d60806c4bc9180282662476eab43f3b8867bd23ab873875f4979a979601"
        }
      },
      "receipt_sha256": "e8063c6c49a980b3a1a342d75c1e33004f36ab90f7d58ffed261cb00c582247f"
    },
    {
      "storm_id": "232034",
      "lat": 31.097,
      "lon": -107.862,
      "motion_east": 3.7,
      "motion_south": 1.0,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1911.0,
      "ebshear": 24.0,
      "srh01": 68.0,
      "maxllaz": 0.004,
      "mesh": 0.14,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 68.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.4927
        },
        {
          "name": "alignment",
          "value": 1.9643
        },
        {
          "name": "tau",
          "value": 1.7897
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1247
      },
      "coherence_score": 1.7897487878799438,
      "coherence_diagnostics": {
        "tau": 1.7897487878799438,
        "grad_tau": 0.532097339630127,
        "torsion": 0.0,
        "alignment": 1.964270830154419,
        "S_field": 1.4813381433486938,
        "Gamma_field": 0.6398767232894897,
        "S_over_Gamma": 2.3150367736816406,
        "Da": 40.105350494384766,
        "E_coh": 0.9974997043609619,
        "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": [
          [
            [
              -107.88,
              31.13
            ],
            [
              -107.84,
              31.13
            ],
            [
              -107.82,
              31.12
            ],
            [
              -107.84,
              31.1
            ],
            [
              -107.83,
              31.06
            ],
            [
              -107.85,
              31.05
            ],
            [
              -107.89,
              31.05
            ],
            [
              -107.89,
              31.09
            ],
            [
              -107.9,
              31.11
            ],
            [
              -107.88,
              31.13
            ]
          ]
        ]
      },
      "raw_probability": 0.1247,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "fa81b533d63f4b6df9bf770977ef2e376dafd4b5ed8d2f869bd3437115c6003b",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.1247,
        "probability": 0.00197,
        "confidence_lo": 0.001942,
        "confidence_hi": 0.00197,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "92038fc27480c75c04dc05633386d0a536d54242a230dd32e27ab544730ef448",
        "signature": {
          "alg": "ed25519",
          "sig": "3beadd5f9fc0997b1879a186c6d81f1a0407f71c4b4749218f664a1afcabecbd26bcc39a242b5e19518d7efd8c711907f5ebb47928bb6203c5751aed7ad56d02"
        }
      },
      "receipt_sha256": "92038fc27480c75c04dc05633386d0a536d54242a230dd32e27ab544730ef448"
    },
    {
      "storm_id": "231198",
      "lat": 30.8173,
      "lon": -81.81,
      "motion_east": 4.9,
      "motion_south": 1.3,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2077.0,
      "ebshear": 22.0,
      "srh01": 38.0,
      "maxllaz": 0.003,
      "mesh": 0.11,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 38.0
        },
        {
          "name": "hrrr_pwat",
          "value": 57.2427
        },
        {
          "name": "alignment",
          "value": 2.3564
        },
        {
          "name": "tau",
          "value": 2.9661
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1245
      },
      "coherence_score": 2.966085910797119,
      "coherence_diagnostics": {
        "tau": 2.966085910797119,
        "grad_tau": 0.6136561036109924,
        "torsion": 0.0,
        "alignment": 2.3563568592071533,
        "S_field": 0.7736834287643433,
        "Gamma_field": 0.2573767304420471,
        "S_over_Gamma": 3.0060348510742188,
        "Da": 14.5604887008667,
        "E_coh": 0.9624174237251282,
        "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": [
          [
            [
              -81.84,
              30.86
            ],
            [
              -81.79,
              30.86
            ],
            [
              -81.76,
              30.83
            ],
            [
              -81.77,
              30.82
            ],
            [
              -81.77,
              30.79
            ],
            [
              -81.78,
              30.79
            ],
            [
              -81.8,
              30.77
            ],
            [
              -81.84,
              30.78
            ],
            [
              -81.86,
              30.8
            ],
            [
              -81.86,
              30.83
            ],
            [
              -81.84,
              30.86
            ]
          ]
        ]
      },
      "raw_probability": 0.1245,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "f9c7a3d9d4167c793a539f7df8501c8d72ba8aef869706e7678ee8ec1415eac4",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.1245,
        "probability": 0.00197,
        "confidence_lo": 0.001942,
        "confidence_hi": 0.00197,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c580133850bfabbbd4401b39e09ea60f3f07bf9ac0494fef6af05045ef30d098",
        "signature": {
          "alg": "ed25519",
          "sig": "075248a607b3c458f8714608f52b6d65cac22f2b10635d06855968d3c98f30a1bff207a9b6b274a301f6c2d06067cb4b30c4d960e412981ccd9aceced93e5d06"
        }
      },
      "receipt_sha256": "c580133850bfabbbd4401b39e09ea60f3f07bf9ac0494fef6af05045ef30d098"
    },
    {
      "storm_id": "231856",
      "lat": 42.7744,
      "lon": -90.8067,
      "motion_east": 3.3,
      "motion_south": 0.0,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 221.0,
      "ebshear": 19.0,
      "srh01": 170.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 170.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.6177
        },
        {
          "name": "alignment",
          "value": -1.0205
        },
        {
          "name": "tau",
          "value": 1.1228
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1243
      },
      "coherence_score": 1.1227660179138184,
      "coherence_diagnostics": {
        "tau": 1.1227660179138184,
        "grad_tau": 0.13072974979877472,
        "torsion": 0.0,
        "alignment": -1.0205364227294922,
        "S_field": 0.08224620670080185,
        "Gamma_field": 0.17737670242786407,
        "S_over_Gamma": 0.46368101239204407,
        "Da": 10.349811553955078,
        "E_coh": 0.38537484407424927,
        "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": [
          [
            [
              -90.83,
              42.8
            ],
            [
              -90.78,
              42.8
            ],
            [
              -90.77,
              42.79
            ],
            [
              -90.77,
              42.75
            ],
            [
              -90.78,
              42.74
            ],
            [
              -90.82,
              42.74
            ],
            [
              -90.84,
              42.76
            ],
            [
              -90.84,
              42.79
            ],
            [
              -90.83,
              42.8
            ]
          ]
        ]
      },
      "raw_probability": 0.1243,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "173b18cec4fb4cdff99ce1d6c21d41d8189af4cf06f27acde8446b87d87e8e67",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.1243,
        "probability": 0.00197,
        "confidence_lo": 0.001942,
        "confidence_hi": 0.00197,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6f78b751ba29174226dcac220107d5aca1cb7e738cc251344db10a52ee055b72",
        "signature": {
          "alg": "ed25519",
          "sig": "024cc1c9ef28c232a17603fcce877a36a6fdf72232dd9a8339cb6633824b73d9922d476e3ccd88ea8613de5523007a70b4f4414f8f93b503762ff8bbb20f9201"
        }
      },
      "receipt_sha256": "6f78b751ba29174226dcac220107d5aca1cb7e738cc251344db10a52ee055b72"
    },
    {
      "storm_id": "231364",
      "lat": 33.6229,
      "lon": -101.4281,
      "motion_east": 6.5,
      "motion_south": 7.5,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1578.0,
      "ebshear": 27.0,
      "srh01": 58.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 58.0
        },
        {
          "name": "hrrr_pwat",
          "value": 29.6177
        },
        {
          "name": "alignment",
          "value": 0.4902
        },
        {
          "name": "tau",
          "value": 0.4213
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1229
      },
      "coherence_score": 0.42132097482681274,
      "coherence_diagnostics": {
        "tau": 0.42132097482681274,
        "grad_tau": 0.10299166291952133,
        "torsion": 0.0,
        "alignment": 0.490225225687027,
        "S_field": 0.12439636886119843,
        "Gamma_field": 0.5490433573722839,
        "S_over_Gamma": 0.2265692949295044,
        "Da": 33.32305145263672,
        "E_coh": 0.7456537485122681,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -101.43,
              33.73
            ],
            [
              -101.38,
              33.73
            ],
            [
              -101.36,
              33.71
            ],
            [
              -101.34,
              33.67
            ],
            [
              -101.34,
              33.65
            ],
            [
              -101.36,
              33.62
            ],
            [
              -101.36,
              33.59
            ],
            [
              -101.4,
              33.55
            ],
            [
              -101.4,
              33.53
            ],
            [
              -101.41,
              33.52
            ],
            [
              -101.47,
              33.52
            ],
            [
              -101.49,
              33.54
            ],
            [
              -101.5,
              33.54
            ],
            [
              -101.51,
              33.56
            ],
            [
              -101.51,
              33.61
            ],
            [
              -101.48,
              33.62
            ],
            [
              -101.46,
              33.64
            ],
            [
              -101.46,
              33.66
            ],
            [
              -101.45,
              33.67
            ],
            [
              -101.45,
              33.69
            ],
            [
              -101.43,
              33.73
            ]
          ]
        ]
      },
      "raw_probability": 0.1229,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "0b10b45a4b06a24adc90071545d0c2e859c0c1e2514dca6ff863565821e73e80",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.1229,
        "probability": 0.00197,
        "confidence_lo": 0.001942,
        "confidence_hi": 0.00197,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7d7f1dfa3027bfb8fb7cfda6ab9ab2c93641e0ba0e1177eb967f964e4a55ba82",
        "signature": {
          "alg": "ed25519",
          "sig": "56ac910ee349dc49f5601cd295cbda677f731fa6f902d0f1dbc7b8933ba027e7b5dd0df812078d422b566b046749f6640265be9ee4c0a35a6ed22de034cc2407"
        }
      },
      "receipt_sha256": "7d7f1dfa3027bfb8fb7cfda6ab9ab2c93641e0ba0e1177eb967f964e4a55ba82"
    },
    {
      "storm_id": "231650",
      "lat": 31.6658,
      "lon": -108.9247,
      "motion_east": 5.5,
      "motion_south": 7.5,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1168.0,
      "ebshear": 19.0,
      "srh01": 55.0,
      "maxllaz": 0.004,
      "mesh": 0.38,
      "flash_rate": 9.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 55.0
        },
        {
          "name": "hrrr_pwat",
          "value": 30.6177
        },
        {
          "name": "alignment",
          "value": 3.2879
        },
        {
          "name": "tau",
          "value": 1.1993
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1214
      },
      "coherence_score": 1.1992604732513428,
      "coherence_diagnostics": {
        "tau": 1.1992604732513428,
        "grad_tau": 0.392170786857605,
        "torsion": 0.0,
        "alignment": 3.2879233360290527,
        "S_field": 0.9801890254020691,
        "Gamma_field": 0.4932100772857666,
        "S_over_Gamma": 1.9873661994934082,
        "Da": 30.76772689819336,
        "E_coh": 0.9234606027603149,
        "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": [
          [
            [
              -108.97,
              31.75
            ],
            [
              -108.89,
              31.75
            ],
            [
              -108.88,
              31.74
            ],
            [
              -108.86,
              31.74
            ],
            [
              -108.83,
              31.7
            ],
            [
              -108.83,
              31.68
            ],
            [
              -108.85,
              31.64
            ],
            [
              -108.87,
              31.62
            ],
            [
              -108.88,
              31.62
            ],
            [
              -108.9,
              31.6
            ],
            [
              -108.92,
              31.6
            ],
            [
              -108.94,
              31.58
            ],
            [
              -108.98,
              31.58
            ],
            [
              -108.98,
              31.6
            ],
            [
              -109.0,
              31.63
            ],
            [
              -109.0,
              31.67
            ],
            [
              -109.01,
              31.68
            ],
            [
              -109.01,
              31.72
            ],
            [
              -108.97,
              31.75
            ]
          ]
        ]
      },
      "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": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "8910315bc9f8026de3e2f1922915e262e0c2e73e252947af80a8ffb24ed2a990",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.1214,
        "probability": 0.00197,
        "confidence_lo": 0.001942,
        "confidence_hi": 0.00197,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3405b02a65766d401f89286d85b03da74ff1d4c011356d87be13d3732d9390fe",
        "signature": {
          "alg": "ed25519",
          "sig": "f69c6c758c9e85d8fcb9fd7b3c13b66e0b8518286615713932b4baad08b28b484972e8b83194d1ab92a0037ba52d46f6eea5912be4fcbb8e63a679da64dd3905"
        }
      },
      "receipt_sha256": "3405b02a65766d401f89286d85b03da74ff1d4c011356d87be13d3732d9390fe"
    },
    {
      "storm_id": "232089",
      "lat": 47.1492,
      "lon": -89.2975,
      "motion_east": 3.4,
      "motion_south": 1.3,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 953.0,
      "ebshear": 20.0,
      "srh01": 159.0,
      "maxllaz": 0.0,
      "mesh": 0.17,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 159.0
        },
        {
          "name": "hrrr_pwat",
          "value": 24.1177
        },
        {
          "name": "alignment",
          "value": 4.6988
        },
        {
          "name": "tau",
          "value": 0.4339
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1184
      },
      "coherence_score": 0.43394067883491516,
      "coherence_diagnostics": {
        "tau": 0.43394067883491516,
        "grad_tau": 0.1244858130812645,
        "torsion": 0.0,
        "alignment": 4.698843002319336,
        "S_field": 0.06515994668006897,
        "Gamma_field": 0.23654337227344513,
        "S_over_Gamma": 0.2754672169685364,
        "Da": 13.486917495727539,
        "E_coh": 0.3779614567756653,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -89.32,
              47.19
            ],
            [
              -89.26,
              47.19
            ],
            [
              -89.27,
              47.15
            ],
            [
              -89.28,
              47.14
            ],
            [
              -89.26,
              47.12
            ],
            [
              -89.27,
              47.11
            ],
            [
              -89.31,
              47.11
            ],
            [
              -89.33,
              47.12
            ],
            [
              -89.31,
              47.13
            ],
            [
              -89.31,
              47.16
            ],
            [
              -89.33,
              47.18
            ],
            [
              -89.32,
              47.19
            ]
          ]
        ]
      },
      "raw_probability": 0.1184,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "ee311c728a7752f48b226851b9f2984e5654df4a75655a1d2c9d5f2b5b336e73",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.1184,
        "probability": 0.00197,
        "confidence_lo": 0.001942,
        "confidence_hi": 0.00197,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "420713da14192feddd62e434df45dca31bd20629a4d919bb0d49b5bf9aafebc4",
        "signature": {
          "alg": "ed25519",
          "sig": "9f52a808118cdd495677f626370f6377baca181813bb032f9b73867f981c5efdafa5e5f87937653509077040550d08c41fc21212c0b5fa420cd8db8b16cd9f01"
        }
      },
      "receipt_sha256": "420713da14192feddd62e434df45dca31bd20629a4d919bb0d49b5bf9aafebc4"
    },
    {
      "storm_id": "231910",
      "lat": 42.9783,
      "lon": -89.9875,
      "motion_east": 3.7,
      "motion_south": 1.0,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 62.0,
      "ebshear": 16.0,
      "srh01": 147.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 147.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.7427
        },
        {
          "name": "alignment",
          "value": -0.7847
        },
        {
          "name": "tau",
          "value": 1.2032
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1177
      },
      "coherence_score": 1.2031680345535278,
      "coherence_diagnostics": {
        "tau": 1.2031680345535278,
        "grad_tau": 0.17245526611804962,
        "torsion": 0.0,
        "alignment": -0.784660816192627,
        "S_field": 0.2139221876859665,
        "Gamma_field": 0.1665433794260025,
        "S_over_Gamma": 1.2844833135604858,
        "Da": 9.557312965393066,
        "E_coh": 0.35543903708457947,
        "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": [
          [
            [
              -89.98,
              43.02
            ],
            [
              -89.96,
              43.02
            ],
            [
              -89.92,
              42.98
            ],
            [
              -89.92,
              42.95
            ],
            [
              -89.97,
              42.91
            ],
            [
              -90.01,
              42.92
            ],
            [
              -90.04,
              42.94
            ],
            [
              -90.04,
              42.97
            ],
            [
              -90.03,
              42.99
            ],
            [
              -90.01,
              43.01
            ],
            [
              -89.99,
              43.01
            ],
            [
              -89.98,
              43.02
            ]
          ]
        ]
      },
      "raw_probability": 0.1177,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "bd946683f29539864a2df5c5d95ea574bec0c37eced392395a7c874e7f5a73ba",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.1177,
        "probability": 0.00197,
        "confidence_lo": 0.001942,
        "confidence_hi": 0.00197,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "dcb7c48c04cd05fdb05f6ada8d2300f6efe6618e6551bd86de1704fd3bb42417",
        "signature": {
          "alg": "ed25519",
          "sig": "90fdd5c56e5b4c7ad073fa67559135bc5bc4c8da1908a9cbe8e15af7c4d0e8645c649c8a4d55b692a9445617fd81f85345767349b54e6d230792a0c8df0d890a"
        }
      },
      "receipt_sha256": "dcb7c48c04cd05fdb05f6ada8d2300f6efe6618e6551bd86de1704fd3bb42417"
    },
    {
      "storm_id": "231947",
      "lat": 47.0933,
      "lon": -88.8775,
      "motion_east": -3.0,
      "motion_south": 5.6,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 387.0,
      "ebshear": 24.0,
      "srh01": 107.0,
      "maxllaz": 0.001,
      "mesh": 0.33,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 107.0
        },
        {
          "name": "hrrr_pwat",
          "value": 23.9927
        },
        {
          "name": "alignment",
          "value": 5.9905
        },
        {
          "name": "tau",
          "value": 0.4311
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1177
      },
      "coherence_score": 0.4310729503631592,
      "coherence_diagnostics": {
        "tau": 0.4310729503631592,
        "grad_tau": 0.12131775170564651,
        "torsion": 0.0,
        "alignment": 5.990499496459961,
        "S_field": 0.0573003813624382,
        "Gamma_field": 0.29321005940437317,
        "S_over_Gamma": 0.19542433321475983,
        "Da": 16.77062225341797,
        "E_coh": 0.035182930529117584,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -88.83,
              47.2
            ],
            [
              -88.79,
              47.18
            ],
            [
              -88.79,
              47.14
            ],
            [
              -88.81,
              47.13
            ],
            [
              -88.8,
              47.11
            ],
            [
              -88.8,
              47.05
            ],
            [
              -88.79,
              47.03
            ],
            [
              -88.81,
              47.03
            ],
            [
              -88.82,
              47.02
            ],
            [
              -88.84,
              47.02
            ],
            [
              -88.88,
              47.04
            ],
            [
              -88.95,
              47.04
            ],
            [
              -88.99,
              47.02
            ],
            [
              -89.01,
              47.03
            ],
            [
              -89.02,
              47.05
            ],
            [
              -89.0,
              47.07
            ],
            [
              -89.0,
              47.1
            ],
            [
              -88.98,
              47.11
            ],
            [
              -88.89,
              47.11
            ],
            [
              -88.88,
              47.12
            ],
            [
              -88.85,
              47.12
            ],
            [
              -88.84,
              47.14
            ],
            [
              -88.86,
              47.18
            ],
            [
              -88.83,
              47.2
            ]
          ]
        ]
      },
      "raw_probability": 0.1177,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "bd946683f29539864a2df5c5d95ea574bec0c37eced392395a7c874e7f5a73ba",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.1177,
        "probability": 0.00197,
        "confidence_lo": 0.001942,
        "confidence_hi": 0.00197,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "dcb7c48c04cd05fdb05f6ada8d2300f6efe6618e6551bd86de1704fd3bb42417",
        "signature": {
          "alg": "ed25519",
          "sig": "90fdd5c56e5b4c7ad073fa67559135bc5bc4c8da1908a9cbe8e15af7c4d0e8645c649c8a4d55b692a9445617fd81f85345767349b54e6d230792a0c8df0d890a"
        }
      },
      "receipt_sha256": "dcb7c48c04cd05fdb05f6ada8d2300f6efe6618e6551bd86de1704fd3bb42417"
    },
    {
      "storm_id": "232065",
      "lat": 47.059,
      "lon": -88.502,
      "motion_east": 3.4,
      "motion_south": 5.9,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 453.0,
      "ebshear": 19.0,
      "srh01": 89.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 89.0
        },
        {
          "name": "hrrr_pwat",
          "value": 23.9927
        },
        {
          "name": "alignment",
          "value": 5.9905
        },
        {
          "name": "tau",
          "value": 0.4311
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1172
      },
      "coherence_score": 0.4310729503631592,
      "coherence_diagnostics": {
        "tau": 0.4310729503631592,
        "grad_tau": 0.12131775170564651,
        "torsion": 0.0,
        "alignment": 5.990499496459961,
        "S_field": 0.0573003813624382,
        "Gamma_field": 0.29321005940437317,
        "S_over_Gamma": 0.19542433321475983,
        "Da": 16.77062225341797,
        "E_coh": 0.035182930529117584,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -88.52,
              47.1
            ],
            [
              -88.46,
              47.1
            ],
            [
              -88.43,
              47.07
            ],
            [
              -88.43,
              47.04
            ],
            [
              -88.49,
              47.03
            ],
            [
              -88.5,
              47.02
            ],
            [
              -88.55,
              47.02
            ],
            [
              -88.56,
              47.03
            ],
            [
              -88.56,
              47.08
            ],
            [
              -88.52,
              47.1
            ]
          ]
        ]
      },
      "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": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "23c42b64af2b46130034ed0bd0653da61feec99751a966dc35d39e9de51d2f21",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.1172,
        "probability": 0.00197,
        "confidence_lo": 0.001942,
        "confidence_hi": 0.00197,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "68af0c3f443a31f9cf85c8d99ab01d96034716ffe28534599e55c67612a90619",
        "signature": {
          "alg": "ed25519",
          "sig": "8219bc883e75358c33e0428b4a4d617581caef60cd0b70258d60eb4f2a27cf16a59f86da66ba6b16009c64375d088d0df10a193728a9e4f456889c3d5e25ce07"
        }
      },
      "receipt_sha256": "68af0c3f443a31f9cf85c8d99ab01d96034716ffe28534599e55c67612a90619"
    },
    {
      "storm_id": "231814",
      "lat": 41.6727,
      "lon": -91.4636,
      "motion_east": 3.1,
      "motion_south": -1.0,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1717.0,
      "ebshear": 24.0,
      "srh01": 94.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 94.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.8677
        },
        {
          "name": "alignment",
          "value": -0.6369
        },
        {
          "name": "tau",
          "value": 1.1576
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1159
      },
      "coherence_score": 1.1576249599456787,
      "coherence_diagnostics": {
        "tau": 1.1576249599456787,
        "grad_tau": 0.11114448308944702,
        "torsion": 0.0,
        "alignment": -0.6368789672851562,
        "S_field": 0.16495640575885773,
        "Gamma_field": 0.15904337167739868,
        "S_over_Gamma": 1.0371787548065186,
        "Da": 8.056230545043945,
        "E_coh": 0.7939974069595337,
        "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": [
          [
            [
              -91.48,
              41.73
            ],
            [
              -91.44,
              41.73
            ],
            [
              -91.42,
              41.69
            ],
            [
              -91.42,
              41.67
            ],
            [
              -91.44,
              41.63
            ],
            [
              -91.46,
              41.63
            ],
            [
              -91.47,
              41.64
            ],
            [
              -91.48,
              41.63
            ],
            [
              -91.5,
              41.63
            ],
            [
              -91.51,
              41.69
            ],
            [
              -91.48,
              41.73
            ]
          ]
        ]
      },
      "raw_probability": 0.1159,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "54f4f2aa042479610acf737ba69386eea2596397cb44a00f7f64be9046e13ba9",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.1159,
        "probability": 0.00197,
        "confidence_lo": 0.001942,
        "confidence_hi": 0.00197,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "def83afd2aaa5966863c69581c176c7b665663bb7cb9f509f06d3ac92fc22298",
        "signature": {
          "alg": "ed25519",
          "sig": "5052d6e88910b492870bc6a0294ec9444dcb7743e735d0f090fc5ca7d6f94987ea374de41e9b9997558aa41abfff57deb2229275a31f15d1dfccbc207f221602"
        }
      },
      "receipt_sha256": "def83afd2aaa5966863c69581c176c7b665663bb7cb9f509f06d3ac92fc22298"
    },
    {
      "storm_id": "231425",
      "lat": 42.8379,
      "lon": -90.4136,
      "motion_east": 3.7,
      "motion_south": 0.9,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 171.0,
      "ebshear": 14.0,
      "srh01": 184.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 184.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.6177
        },
        {
          "name": "alignment",
          "value": -1.0205
        },
        {
          "name": "tau",
          "value": 1.1228
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1156
      },
      "coherence_score": 1.1227660179138184,
      "coherence_diagnostics": {
        "tau": 1.1227660179138184,
        "grad_tau": 0.13072974979877472,
        "torsion": 0.0,
        "alignment": -1.0205364227294922,
        "S_field": 0.08224620670080185,
        "Gamma_field": 0.17737670242786407,
        "S_over_Gamma": 0.46368101239204407,
        "Da": 10.349811553955078,
        "E_coh": 0.38537484407424927,
        "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": [
          [
            [
              -90.46,
              42.89
            ],
            [
              -90.41,
              42.89
            ],
            [
              -90.41,
              42.88
            ],
            [
              -90.39,
              42.86
            ],
            [
              -90.36,
              42.85
            ],
            [
              -90.34,
              42.83
            ],
            [
              -90.34,
              42.79
            ],
            [
              -90.37,
              42.77
            ],
            [
              -90.43,
              42.78
            ],
            [
              -90.43,
              42.79
            ],
            [
              -90.45,
              42.8
            ],
            [
              -90.47,
              42.83
            ],
            [
              -90.47,
              42.88
            ],
            [
              -90.46,
              42.89
            ]
          ]
        ]
      },
      "raw_probability": 0.1156,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "689727b92ce027af53be3e5c6172fe088a603bc8cf8acc3d4b8533f7cf986f97",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.1156,
        "probability": 0.00197,
        "confidence_lo": 0.001942,
        "confidence_hi": 0.00197,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "45d89624c1622f9fdc267f0d69dea4abf6098fb299d656169cb08aa1ebe83bee",
        "signature": {
          "alg": "ed25519",
          "sig": "e3d6e0c0b44c59faf1b989497358a18616bb2af0054a3f35635c0701b2b1c42c0520a63a745ed4b769851fe4565f6a376b8bc7f05d5a2c01055a578d6eb2bf0f"
        }
      },
      "receipt_sha256": "45d89624c1622f9fdc267f0d69dea4abf6098fb299d656169cb08aa1ebe83bee"
    },
    {
      "storm_id": "232072",
      "lat": 42.3883,
      "lon": -91.3117,
      "motion_east": 3.4,
      "motion_south": 0.0,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 465.0,
      "ebshear": 26.0,
      "srh01": 144.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 144.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.2427
        },
        {
          "name": "alignment",
          "value": 0.5602
        },
        {
          "name": "tau",
          "value": 1.081
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1132
      },
      "coherence_score": 1.0810256004333496,
      "coherence_diagnostics": {
        "tau": 1.0810256004333496,
        "grad_tau": 0.08493746817111969,
        "torsion": 0.0,
        "alignment": 0.5602235794067383,
        "S_field": 0.13251540064811707,
        "Gamma_field": 0.1782100349664688,
        "S_over_Gamma": 0.7435911297798157,
        "Da": 9.260279655456543,
        "E_coh": 0.2600350081920624,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -91.34,
              42.41
            ],
            [
              -91.3,
              42.41
            ],
            [
              -91.28,
              42.39
            ],
            [
              -91.28,
              42.36
            ],
            [
              -91.33,
              42.35
            ],
            [
              -91.34,
              42.41
            ]
          ]
        ]
      },
      "raw_probability": 0.1132,
      "confidence_lo": 0.0019,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "748075c0a0dfc91dc7f699e9ca27f91a88bd85597622d85022d932a1f3e1c91f",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.1132,
        "probability": 0.00197,
        "confidence_lo": 0.001942,
        "confidence_hi": 0.00197,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e53720e44ba8f3cf7c6653e42151c41c079b1f17be6c73379a5264d6cd0fff01",
        "signature": {
          "alg": "ed25519",
          "sig": "878805abaee25774b1531e33528cc441db1c40c5042c1835bcc114874b12932fe3995a627542fc4cfb55ebf79fe168aca9f1063514149165d6699341e12f960b"
        }
      },
      "receipt_sha256": "e53720e44ba8f3cf7c6653e42151c41c079b1f17be6c73379a5264d6cd0fff01"
    },
    {
      "storm_id": "231729",
      "lat": 42.44,
      "lon": -103.71,
      "motion_east": 7.3,
      "motion_south": 5.7,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 716.0,
      "ebshear": 46.0,
      "srh01": 31.0,
      "maxllaz": 0.004,
      "mesh": 0.25,
      "flash_rate": 9.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 31.0
        },
        {
          "name": "hrrr_pwat",
          "value": 15.8677
        },
        {
          "name": "alignment",
          "value": -3.9901
        },
        {
          "name": "tau",
          "value": 0.3151
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1124
      },
      "coherence_score": 0.31505465507507324,
      "coherence_diagnostics": {
        "tau": 0.31505465507507324,
        "grad_tau": 0.024963965639472008,
        "torsion": 0.0,
        "alignment": -3.9900996685028076,
        "S_field": 0.10884325206279755,
        "Gamma_field": 0.8498767018318176,
        "S_over_Gamma": 0.1280694603919983,
        "Da": 53.994651794433594,
        "E_coh": 0.46784088015556335,
        "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": [
          [
            [
              -103.72,
              42.48
            ],
            [
              -103.69,
              42.48
            ],
            [
              -103.66,
              42.46
            ],
            [
              -103.66,
              42.41
            ],
            [
              -103.69,
              42.39
            ],
            [
              -103.73,
              42.39
            ],
            [
              -103.76,
              42.42
            ],
            [
              -103.76,
              42.45
            ],
            [
              -103.72,
              42.48
            ]
          ]
        ]
      },
      "raw_probability": 0.1124,
      "confidence_lo": 0.0017,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "4f13feb113efe1e7847a4e02e7d517f903713ae83fc868f498b2552f8e941411",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.1124,
        "probability": 0.001969,
        "confidence_lo": 0.001729,
        "confidence_hi": 0.00197,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "46e195538d0a13401c0e169a9ccda2240bc64c11f8dd37b86bb4b93619fee5b3",
        "signature": {
          "alg": "ed25519",
          "sig": "d49975d5e6524aad03cf5ec5511bb48ab1762f5c7d2c0bb3fa52fd8d53599cebfe8e460200fa0081bea2e036df593fc1d1b0fb546c4460cde9c78e02ca31bb0a"
        }
      },
      "receipt_sha256": "46e195538d0a13401c0e169a9ccda2240bc64c11f8dd37b86bb4b93619fee5b3"
    },
    {
      "storm_id": "231920",
      "lat": 34.2606,
      "lon": -104.1812,
      "motion_east": 8.4,
      "motion_south": 7.9,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1673.0,
      "ebshear": 38.0,
      "srh01": 56.0,
      "maxllaz": 0.004,
      "mesh": 0.06,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 56.0
        },
        {
          "name": "hrrr_pwat",
          "value": 30.8677
        },
        {
          "name": "alignment",
          "value": 3.4862
        },
        {
          "name": "tau",
          "value": 0.4807
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1123
      },
      "coherence_score": 0.48068585991859436,
      "coherence_diagnostics": {
        "tau": 0.48068585991859436,
        "grad_tau": 0.06975433975458145,
        "torsion": 0.0,
        "alignment": 3.4861998558044434,
        "S_field": 0.2692098617553711,
        "Gamma_field": 0.7382100224494934,
        "S_over_Gamma": 0.364679217338562,
        "Da": 46.806434631347656,
        "E_coh": 0.17916925251483917,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -104.16,
              34.34
            ],
            [
              -104.15,
              34.33
            ],
            [
              -104.13,
              34.33
            ],
            [
              -104.11,
              34.31
            ],
            [
              -104.12,
              34.29
            ],
            [
              -104.12,
              34.26
            ],
            [
              -104.13,
              34.24
            ],
            [
              -104.18,
              34.19
            ],
            [
              -104.2,
              34.19
            ],
            [
              -104.24,
              34.17
            ],
            [
              -104.26,
              34.19
            ],
            [
              -104.26,
              34.2
            ],
            [
              -104.23,
              34.23
            ],
            [
              -104.23,
              34.25
            ],
            [
              -104.2,
              34.28
            ],
            [
              -104.2,
              34.29
            ],
            [
              -104.16,
              34.34
            ]
          ]
        ]
      },
      "raw_probability": 0.1123,
      "confidence_lo": 0.0017,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "02608f909ad5aa7b92535792b88ac62e71dac52092005f97ede441ad6ea93943",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.1123,
        "probability": 0.001969,
        "confidence_lo": 0.001729,
        "confidence_hi": 0.00197,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8a8885714aa7acb9dcc35e20485ccea1ea1ec860f4d87d183f34ed6ee8d8b847",
        "signature": {
          "alg": "ed25519",
          "sig": "8295648d02814ab73629cf8e2e3f5c466fca34ed391f41fffc4670b556ad7e0e4f5e34ab6a6a69e57c5fb1febb34bade83b614c205a421ad399ee6e9fdfed70e"
        }
      },
      "receipt_sha256": "8a8885714aa7acb9dcc35e20485ccea1ea1ec860f4d87d183f34ed6ee8d8b847"
    },
    {
      "storm_id": "232081",
      "lat": 31.3267,
      "lon": -82.1144,
      "motion_east": 4.2,
      "motion_south": 1.0,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2386.0,
      "ebshear": 23.0,
      "srh01": 34.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 34.0
        },
        {
          "name": "hrrr_pwat",
          "value": 57.2427
        },
        {
          "name": "alignment",
          "value": 2.3564
        },
        {
          "name": "tau",
          "value": 2.9661
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1097
      },
      "coherence_score": 2.966085910797119,
      "coherence_diagnostics": {
        "tau": 2.966085910797119,
        "grad_tau": 0.6136561036109924,
        "torsion": 0.0,
        "alignment": 2.3563568592071533,
        "S_field": 0.7736834287643433,
        "Gamma_field": 0.2573767304420471,
        "S_over_Gamma": 3.0060348510742188,
        "Da": 14.5604887008667,
        "E_coh": 0.9624174237251282,
        "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": [
          [
            [
              -82.11,
              31.34
            ],
            [
              -82.07,
              31.34
            ],
            [
              -82.07,
              31.33
            ],
            [
              -82.08,
              31.33
            ],
            [
              -82.11,
              31.3
            ],
            [
              -82.17,
              31.3
            ],
            [
              -82.19,
              31.33
            ],
            [
              -82.12,
              31.33
            ],
            [
              -82.11,
              31.34
            ]
          ]
        ]
      },
      "raw_probability": 0.1097,
      "confidence_lo": 0.0017,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "52ab6deac0af80897e16d5d654619634b24fa8d20d43cbe9803a2d772ddc3532",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.1097,
        "probability": 0.001955,
        "confidence_lo": 0.001729,
        "confidence_hi": 0.001955,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "861e65696376b6c723a5ab221d05235572531ec56f8e3a5bd19d12b219d39614",
        "signature": {
          "alg": "ed25519",
          "sig": "08c1f08568e927064e8c6edef09932e7be4c912b1d8c0dfd69e1c23167e2d3ab82af1bac75c33287665e0d9681af48a23deba87d745de27b2077444ebd15c104"
        }
      },
      "receipt_sha256": "861e65696376b6c723a5ab221d05235572531ec56f8e3a5bd19d12b219d39614"
    },
    {
      "storm_id": "231648",
      "lat": 33.9864,
      "lon": -103.8677,
      "motion_east": 8.8,
      "motion_south": 8.7,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 748.0,
      "ebshear": 36.0,
      "srh01": 42.0,
      "maxllaz": 0.009,
      "mesh": 0.07,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 42.0
        },
        {
          "name": "hrrr_pwat",
          "value": 30.8677
        },
        {
          "name": "alignment",
          "value": 3.4862
        },
        {
          "name": "tau",
          "value": 0.4807
        },
        {
          "name": "maxllaz",
          "value": 0.009
        }
      ],
      "model_scores": {
        "gbt_prob": 0.108
      },
      "coherence_score": 0.48068585991859436,
      "coherence_diagnostics": {
        "tau": 0.48068585991859436,
        "grad_tau": 0.06975433975458145,
        "torsion": 0.0,
        "alignment": 3.4861998558044434,
        "S_field": 0.2692098617553711,
        "Gamma_field": 0.7382100224494934,
        "S_over_Gamma": 0.364679217338562,
        "Da": 46.806434631347656,
        "E_coh": 0.17916925251483917,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -103.96,
              34.13
            ],
            [
              -103.92,
              34.13
            ],
            [
              -103.88,
              34.11
            ],
            [
              -103.83,
              34.06
            ],
            [
              -103.83,
              34.05
            ],
            [
              -103.75,
              33.98
            ],
            [
              -103.73,
              33.93
            ],
            [
              -103.7,
              33.9
            ],
            [
              -103.7,
              33.89
            ],
            [
              -103.73,
              33.86
            ],
            [
              -103.82,
              33.86
            ],
            [
              -103.83,
              33.87
            ],
            [
              -103.86,
              33.87
            ],
            [
              -103.88,
              33.88
            ],
            [
              -103.92,
              33.92
            ],
            [
              -103.92,
              33.93
            ],
            [
              -103.95,
              33.96
            ],
            [
              -103.97,
              34.0
            ],
            [
              -103.98,
              34.06
            ],
            [
              -103.99,
              34.07
            ],
            [
              -103.98,
              34.11
            ],
            [
              -103.96,
              34.13
            ]
          ]
        ]
      },
      "raw_probability": 0.108,
      "confidence_lo": 0.0013,
      "confidence_hi": 0.002,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "e01c04ca3c3fc4a806695fe74e3200dd8952172275bb6acd09781e9b2875f26a",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.108,
        "probability": 0.001954,
        "confidence_lo": 0.001292,
        "confidence_hi": 0.001955,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e2b7a4a89698f511d8a155919f67c3e64654a888fb60ed4a42f3b54c9bfe8475",
        "signature": {
          "alg": "ed25519",
          "sig": "bfbde486572561e43671dc8e3a9be6191308bbee2c8f504d419498284171bbd62b8e0ec88650488b0547bd731e127d797595de8f763c16298e6289083ca28305"
        }
      },
      "receipt_sha256": "e2b7a4a89698f511d8a155919f67c3e64654a888fb60ed4a42f3b54c9bfe8475"
    },
    {
      "storm_id": "232096",
      "lat": 36.6956,
      "lon": -93.29,
      "motion_east": 8.7,
      "motion_south": 3.4,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3519.0,
      "ebshear": 32.0,
      "srh01": 57.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 57.0
        },
        {
          "name": "hrrr_pwat",
          "value": 30.2427
        },
        {
          "name": "alignment",
          "value": 3.7537
        },
        {
          "name": "tau",
          "value": 0.7277
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.105
      },
      "coherence_score": 0.7276516556739807,
      "coherence_diagnostics": {
        "tau": 0.7276516556739807,
        "grad_tau": 0.27517756819725037,
        "torsion": 0.0,
        "alignment": 3.753668785095215,
        "S_field": 0.2400534749031067,
        "Gamma_field": 0.7098767161369324,
        "S_over_Gamma": 0.33816221356391907,
        "Da": 38.35993957519531,
        "E_coh": 0.6467951536178589,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -93.36,
              36.73
            ],
            [
              -93.28,
              36.73
            ],
            [
              -93.24,
              36.7
            ],
            [
              -93.25,
              36.7
            ],
            [
              -93.26,
              36.68
            ],
            [
              -93.28,
              36.66
            ],
            [
              -93.29,
              36.66
            ],
            [
              -93.29,
              36.67
            ],
            [
              -93.36,
              36.73
            ]
          ]
        ]
      },
      "raw_probability": 0.105,
      "confidence_lo": 0.0013,
      "confidence_hi": 0.0014,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "4e17b75eb0eb6fe87f0f84c6fabb647cb1d10741ddaad5d12627a92308e0b500",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.105,
        "probability": 0.001394,
        "confidence_lo": 0.001292,
        "confidence_hi": 0.001394,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d4b18e96ed9517a0baad7d576c71d5e5bbd73f50357bd542b06c4ff637d7ff59",
        "signature": {
          "alg": "ed25519",
          "sig": "2c90e6de646312bc97b3bd188dc3b98e8df00a5adef5fc32c2c5982cb37b5b18d2b6f395e8599cfb60540e7bb864840617aa34ae0575d97ff0daac05d54e1d0d"
        }
      },
      "receipt_sha256": "d4b18e96ed9517a0baad7d576c71d5e5bbd73f50357bd542b06c4ff637d7ff59"
    },
    {
      "storm_id": "231358",
      "lat": 42.746,
      "lon": -86.572,
      "motion_east": 3.7,
      "motion_south": 1.0,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 104.0,
      "ebshear": 30.0,
      "srh01": 51.0,
      "maxllaz": 0.01,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 51.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.1177
        },
        {
          "name": "alignment",
          "value": 1.5695
        },
        {
          "name": "tau",
          "value": 1.1525
        },
        {
          "name": "maxllaz",
          "value": 0.01
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1042
      },
      "coherence_score": 1.1524640321731567,
      "coherence_diagnostics": {
        "tau": 1.1524640321731567,
        "grad_tau": 0.1955873668193817,
        "torsion": 0.0,
        "alignment": 1.5695035457611084,
        "S_field": 0.25722891092300415,
        "Gamma_field": 0.3882100582122803,
        "S_over_Gamma": 0.6626023650169373,
        "Da": 25.017047882080078,
        "E_coh": 0.3525148928165436,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -86.56,
              42.78
            ],
            [
              -86.53,
              42.77
            ],
            [
              -86.53,
              42.72
            ],
            [
              -86.56,
              42.7
            ],
            [
              -86.59,
              42.7
            ],
            [
              -86.61,
              42.72
            ],
            [
              -86.61,
              42.75
            ],
            [
              -86.6,
              42.77
            ],
            [
              -86.57,
              42.77
            ],
            [
              -86.56,
              42.78
            ]
          ]
        ]
      },
      "raw_probability": 0.1042,
      "confidence_lo": 0.0013,
      "confidence_hi": 0.0014,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "cb4e940f2a30a4a3175dd5873bba45b3ed7351346bc200374f74e857330bd14d",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.1042,
        "probability": 0.001394,
        "confidence_lo": 0.001292,
        "confidence_hi": 0.001394,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "51c64cc016da52e485f168377e50989b7d2d6c5c22e02150e5d2290ac77edbce",
        "signature": {
          "alg": "ed25519",
          "sig": "c2dbdefd2322bb52d930d0641fb5a8a80d3ffe54b68fee0478d75c3bdeaeed8beb926228462a67ba71b10fd1bbbec473647a3629d7b619d587fdbc850f148b07"
        }
      },
      "receipt_sha256": "51c64cc016da52e485f168377e50989b7d2d6c5c22e02150e5d2290ac77edbce"
    },
    {
      "storm_id": "231724",
      "lat": 29.098,
      "lon": -82.668,
      "motion_east": 3.7,
      "motion_south": 1.0,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3938.0,
      "ebshear": 18.0,
      "srh01": 41.0,
      "maxllaz": 0.001,
      "mesh": 0.09,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 41.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.8677
        },
        {
          "name": "alignment",
          "value": -2.016
        },
        {
          "name": "tau",
          "value": 3.2182
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0987
      },
      "coherence_score": 3.218205690383911,
      "coherence_diagnostics": {
        "tau": 3.218205690383911,
        "grad_tau": 0.3131958246231079,
        "torsion": 0.0,
        "alignment": -2.016031503677368,
        "S_field": 0.8522701263427734,
        "Gamma_field": 0.21237671375274658,
        "S_over_Gamma": 4.0130109786987305,
        "Da": 13.825127601623535,
        "E_coh": 0.922579824924469,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -82.7,
              29.13
            ],
            [
              -82.65,
              29.13
            ],
            [
              -82.63,
              29.11
            ],
            [
              -82.64,
              29.1
            ],
            [
              -82.64,
              29.07
            ],
            [
              -82.65,
              29.06
            ],
            [
              -82.68,
              29.06
            ],
            [
              -82.68,
              29.08
            ],
            [
              -82.71,
              29.11
            ],
            [
              -82.7,
              29.13
            ]
          ]
        ]
      },
      "raw_probability": 0.0987,
      "confidence_lo": 0.0013,
      "confidence_hi": 0.0014,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "5842969ff04fa83161f2b12605afe5384131923f7bb88d58e6f7238917041751",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.0987,
        "probability": 0.001394,
        "confidence_lo": 0.001292,
        "confidence_hi": 0.001394,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d21fb42ebc2ee38dd3d4f8bc4ca3b9aa483c45b329f0010a7dc4f3e9dd41c2d7",
        "signature": {
          "alg": "ed25519",
          "sig": "cf434cc2d267d8682d5bcd1a8aed382d9019dc9125726ed1ced172195caf17a2f6ee0cedf440dc28fa611d940cc4c5da725727c1425f7acd4723ce5ee977af0e"
        }
      },
      "receipt_sha256": "d21fb42ebc2ee38dd3d4f8bc4ca3b9aa483c45b329f0010a7dc4f3e9dd41c2d7"
    },
    {
      "storm_id": "232016",
      "lat": 33.0931,
      "lon": -87.1731,
      "motion_east": 6.3,
      "motion_south": 3.8,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2648.0,
      "ebshear": 21.0,
      "srh01": 26.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 26.0
        },
        {
          "name": "hrrr_pwat",
          "value": 64.6177
        },
        {
          "name": "alignment",
          "value": 4.1863
        },
        {
          "name": "tau",
          "value": 2.2154
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0977
      },
      "coherence_score": 2.215369939804077,
      "coherence_diagnostics": {
        "tau": 2.215369939804077,
        "grad_tau": 0.25610655546188354,
        "torsion": 0.0,
        "alignment": 4.1862640380859375,
        "S_field": 1.3429166078567505,
        "Gamma_field": 0.3282100558280945,
        "S_over_Gamma": 4.09163761138916,
        "Da": 20.147445678710938,
        "E_coh": 0.877946138381958,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -87.21,
              33.15
            ],
            [
              -87.14,
              33.15
            ],
            [
              -87.1,
              33.11
            ],
            [
              -87.1,
              33.09
            ],
            [
              -87.12,
              33.09
            ],
            [
              -87.14,
              33.06
            ],
            [
              -87.16,
              33.06
            ],
            [
              -87.17,
              33.05
            ],
            [
              -87.2,
              33.05
            ],
            [
              -87.22,
              33.06
            ],
            [
              -87.24,
              33.08
            ],
            [
              -87.24,
              33.11
            ],
            [
              -87.21,
              33.15
            ]
          ]
        ]
      },
      "raw_probability": 0.0977,
      "confidence_lo": 0.0013,
      "confidence_hi": 0.0014,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "d00806bbe5bdacaec21cb79adba76614580639e90fe57b6f655bffafef1dcaa5",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.0977,
        "probability": 0.001357,
        "confidence_lo": 0.001292,
        "confidence_hi": 0.001357,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "94f23e153294a11bd99a3eefe7e3ff1b5203b5402c2e672b7b1978c5fb4ed628",
        "signature": {
          "alg": "ed25519",
          "sig": "2e667821f9a787c2135b5b2d855bc4d517268c58bd764132e3688c8fec3e963dbd257f6889b6d420b89830cdb5c02ff3591641d255688008e7cad7b33aa94e0e"
        }
      },
      "receipt_sha256": "94f23e153294a11bd99a3eefe7e3ff1b5203b5402c2e672b7b1978c5fb4ed628"
    },
    {
      "storm_id": "230706",
      "lat": 33.9634,
      "lon": -105.3517,
      "motion_east": 8.2,
      "motion_south": 7.5,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1293.0,
      "ebshear": 35.0,
      "srh01": 36.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 6.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 36.0
        },
        {
          "name": "hrrr_pwat",
          "value": 25.9927
        },
        {
          "name": "alignment",
          "value": 1.9304
        },
        {
          "name": "tau",
          "value": 0.4359
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0971
      },
      "coherence_score": 0.4359454810619354,
      "coherence_diagnostics": {
        "tau": 0.4359454810619354,
        "grad_tau": 0.0622827373445034,
        "torsion": 0.0,
        "alignment": 1.9303884506225586,
        "S_field": 0.2050367295742035,
        "Gamma_field": 0.4790433943271637,
        "S_over_Gamma": 0.4280128479003906,
        "Da": 29.631254196166992,
        "E_coh": 0.14677204191684723,
        "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": [
          [
            [
              -105.38,
              34.05
            ],
            [
              -105.35,
              34.05
            ],
            [
              -105.34,
              34.04
            ],
            [
              -105.33,
              34.05
            ],
            [
              -105.32,
              34.04
            ],
            [
              -105.26,
              34.04
            ],
            [
              -105.25,
              34.03
            ],
            [
              -105.19,
              34.03
            ],
            [
              -105.18,
              34.02
            ],
            [
              -105.15,
              34.02
            ],
            [
              -105.12,
              34.0
            ],
            [
              -105.11,
              33.95
            ],
            [
              -105.12,
              33.93
            ],
            [
              -105.17,
              33.88
            ],
            [
              -105.3,
              33.88
            ],
            [
              -105.31,
              33.87
            ],
            [
              -105.33,
              33.87
            ],
            [
              -105.35,
              33.83
            ],
            [
              -105.38,
              33.83
            ],
            [
              -105.4,
              33.84
            ],
            [
              -105.42,
              33.86
            ],
            [
              -105.42,
              33.87
            ],
            [
              -105.46,
              33.9
            ],
            [
              -105.49,
              33.9
            ],
            [
              -105.53,
              33.92
            ],
            [
              -105.56,
              33.97
            ],
            [
              -105.56,
              33.98
            ],
            [
              -105.54,
              34.0
            ],
            [
              -105.47,
              34.0
            ],
            [
              -105.46,
              33.99
            ],
            [
              -105.44,
              33.99
            ],
            [
              -105.42,
              34.0
            ],
            [
              -105.41,
              34.01
            ],
            [
              -105.41,
              34.03
            ],
            [
              -105.38,
              34.05
            ]
          ]
        ]
      },
      "raw_probability": 0.0971,
      "confidence_lo": 0.0013,
      "confidence_hi": 0.0014,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "0d4febb735edc693639877b2663ea4a166ba8d9e8c5805b18d5a577f30a7f796",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.0971,
        "probability": 0.001357,
        "confidence_lo": 0.001292,
        "confidence_hi": 0.001357,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "17b069e0ea3089a628b9ba723b1d9c27da949b961ddd86a229482a55ec4a574b",
        "signature": {
          "alg": "ed25519",
          "sig": "24e8849d4f4e5e554468e0739217e8309517622082f6093b14470443d46b66e716527d14ece69b31125189325538257c5b3bb3d1f78dbabe97279bb0507ac609"
        }
      },
      "receipt_sha256": "17b069e0ea3089a628b9ba723b1d9c27da949b961ddd86a229482a55ec4a574b"
    },
    {
      "storm_id": "231202",
      "lat": 47.1743,
      "lon": -86.2443,
      "motion_east": 3.7,
      "motion_south": 1.0,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 990.0,
      "ebshear": 18.0,
      "srh01": 79.0,
      "maxllaz": 0.001,
      "mesh": 0.08,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 79.0
        },
        {
          "name": "hrrr_pwat",
          "value": 23.3677
        },
        {
          "name": "alignment",
          "value": 7.6198
        },
        {
          "name": "tau",
          "value": 0.4909
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0971
      },
      "coherence_score": 0.49090391397476196,
      "coherence_diagnostics": {
        "tau": 0.49090391397476196,
        "grad_tau": 0.10274899750947952,
        "torsion": 0.0,
        "alignment": 7.619783878326416,
        "S_field": 0.10043931752443314,
        "Gamma_field": 0.20654337108135223,
        "S_over_Gamma": 0.48628681898117065,
        "Da": 12.19698429107666,
        "E_coh": 0.498246967792511,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -86.27,
              47.2
            ],
            [
              -86.22,
              47.2
            ],
            [
              -86.21,
              47.19
            ],
            [
              -86.21,
              47.14
            ],
            [
              -86.26,
              47.14
            ],
            [
              -86.27,
              47.15
            ],
            [
              -86.27,
              47.2
            ]
          ]
        ]
      },
      "raw_probability": 0.0971,
      "confidence_lo": 0.0013,
      "confidence_hi": 0.0014,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "0d4febb735edc693639877b2663ea4a166ba8d9e8c5805b18d5a577f30a7f796",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.0971,
        "probability": 0.001357,
        "confidence_lo": 0.001292,
        "confidence_hi": 0.001357,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "17b069e0ea3089a628b9ba723b1d9c27da949b961ddd86a229482a55ec4a574b",
        "signature": {
          "alg": "ed25519",
          "sig": "24e8849d4f4e5e554468e0739217e8309517622082f6093b14470443d46b66e716527d14ece69b31125189325538257c5b3bb3d1f78dbabe97279bb0507ac609"
        }
      },
      "receipt_sha256": "17b069e0ea3089a628b9ba723b1d9c27da949b961ddd86a229482a55ec4a574b"
    },
    {
      "storm_id": "231721",
      "lat": 31.245,
      "lon": -82.854,
      "motion_east": 3.7,
      "motion_south": 1.0,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2380.0,
      "ebshear": 18.0,
      "srh01": 44.0,
      "maxllaz": 0.004,
      "mesh": 0.15,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 44.0
        },
        {
          "name": "hrrr_pwat",
          "value": 60.1177
        },
        {
          "name": "alignment",
          "value": -1.454
        },
        {
          "name": "tau",
          "value": 2.5149
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0949
      },
      "coherence_score": 2.514902353286743,
      "coherence_diagnostics": {
        "tau": 2.514902353286743,
        "grad_tau": 0.10252810269594193,
        "torsion": 0.0,
        "alignment": -1.4539542198181152,
        "S_field": 0.1908562332391739,
        "Gamma_field": 0.8557100892066956,
        "S_over_Gamma": 0.2230384349822998,
        "Da": 52.881134033203125,
        "E_coh": 0.2601774334907532,
        "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": [
          [
            [
              -82.87,
              31.28
            ],
            [
              -82.82,
              31.28
            ],
            [
              -82.81,
              31.27
            ],
            [
              -82.8,
              31.25
            ],
            [
              -82.81,
              31.2
            ],
            [
              -82.87,
              31.19
            ],
            [
              -82.89,
              31.21
            ],
            [
              -82.9,
              31.23
            ],
            [
              -82.9,
              31.26
            ],
            [
              -82.87,
              31.28
            ]
          ]
        ]
      },
      "raw_probability": 0.0949,
      "confidence_lo": 0.0013,
      "confidence_hi": 0.0014,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "d3037b6fcd09d5cd0950e1d19488f7da240ae6a66abefa940f9a68444037bdef",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.0949,
        "probability": 0.001351,
        "confidence_lo": 0.001292,
        "confidence_hi": 0.001351,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7575038421d6c7204d95ee5a0361c2626cfb875a8640ae2e9388f9ae3f6559d3",
        "signature": {
          "alg": "ed25519",
          "sig": "52a967350751ac4166961662e88f747ae8f19bc76fe80e34db4475f4afd6627c683fbd8ddd503b8e37b7974ffd99830ffde745bd08d8bcfff3f8831937a4bd0e"
        }
      },
      "receipt_sha256": "7575038421d6c7204d95ee5a0361c2626cfb875a8640ae2e9388f9ae3f6559d3"
    },
    {
      "storm_id": "232076",
      "lat": 34.5075,
      "lon": -103.2862,
      "motion_east": 6.9,
      "motion_south": 5.6,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1320.0,
      "ebshear": 34.0,
      "srh01": 53.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 53.0
        },
        {
          "name": "hrrr_pwat",
          "value": 28.9927
        },
        {
          "name": "alignment",
          "value": -0.0938
        },
        {
          "name": "tau",
          "value": 0.5654
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0947
      },
      "coherence_score": 0.5653549432754517,
      "coherence_diagnostics": {
        "tau": 0.5653549432754517,
        "grad_tau": 0.07498905807733536,
        "torsion": 0.0,
        "alignment": -0.09376019239425659,
        "S_field": 0.3836730718612671,
        "Gamma_field": 0.5907100439071655,
        "S_over_Gamma": 0.6495116949081421,
        "Da": 36.5729866027832,
        "E_coh": 0.8431943655014038,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -103.29,
              34.54
            ],
            [
              -103.25,
              34.53
            ],
            [
              -103.25,
              34.5
            ],
            [
              -103.27,
              34.47
            ],
            [
              -103.3,
              34.47
            ],
            [
              -103.32,
              34.49
            ],
            [
              -103.32,
              34.52
            ],
            [
              -103.29,
              34.54
            ]
          ]
        ]
      },
      "raw_probability": 0.0947,
      "confidence_lo": 0.0013,
      "confidence_hi": 0.0014,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "dbbf7c78610d005471a9d95d6708d389186b9b5cabe7abbcf4af58ab8ab2c49d",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.0947,
        "probability": 0.001351,
        "confidence_lo": 0.001292,
        "confidence_hi": 0.001351,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "37cfeadf0bc6e11b930484e2dafdbf484daaf5f62efb19d7f56ec02e8f25ced2",
        "signature": {
          "alg": "ed25519",
          "sig": "051948f34e275d2b969d3d8d5d51a9c3ced03407512944d22ea92156f7b8c489ad11dd5801c62721776c198302a88978ec500dd16f490b94542e3d493ba9a60e"
        }
      },
      "receipt_sha256": "37cfeadf0bc6e11b930484e2dafdbf484daaf5f62efb19d7f56ec02e8f25ced2"
    },
    {
      "storm_id": "231540",
      "lat": 46.8017,
      "lon": -86.0803,
      "motion_east": 3.2,
      "motion_south": 1.1,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 627.0,
      "ebshear": 17.0,
      "srh01": 73.0,
      "maxllaz": 0.002,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 73.0
        },
        {
          "name": "hrrr_pwat",
          "value": 23.3677
        },
        {
          "name": "alignment",
          "value": 7.6198
        },
        {
          "name": "tau",
          "value": 0.4909
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0946
      },
      "coherence_score": 0.49090391397476196,
      "coherence_diagnostics": {
        "tau": 0.49090391397476196,
        "grad_tau": 0.10274899750947952,
        "torsion": 0.0,
        "alignment": 7.619783878326416,
        "S_field": 0.10043931752443314,
        "Gamma_field": 0.20654337108135223,
        "S_over_Gamma": 0.48628681898117065,
        "Da": 12.19698429107666,
        "E_coh": 0.498246967792511,
        "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": [
          [
            [
              -86.03,
              46.93
            ],
            [
              -85.98,
              46.9
            ],
            [
              -85.98,
              46.85
            ],
            [
              -85.99,
              46.85
            ],
            [
              -86.0,
              46.83
            ],
            [
              -86.04,
              46.79
            ],
            [
              -86.04,
              46.78
            ],
            [
              -86.02,
              46.77
            ],
            [
              -86.05,
              46.74
            ],
            [
              -86.03,
              46.69
            ],
            [
              -86.06,
              46.65
            ],
            [
              -86.1,
              46.64
            ],
            [
              -86.11,
              46.65
            ],
            [
              -86.12,
              46.7
            ],
            [
              -86.11,
              46.72
            ],
            [
              -86.08,
              46.72
            ],
            [
              -86.07,
              46.73
            ],
            [
              -86.09,
              46.75
            ],
            [
              -86.11,
              46.75
            ],
            [
              -86.15,
              46.77
            ],
            [
              -86.15,
              46.78
            ],
            [
              -86.17,
              46.8
            ],
            [
              -86.17,
              46.88
            ],
            [
              -86.16,
              46.89
            ],
            [
              -86.16,
              46.92
            ],
            [
              -86.13,
              46.92
            ],
            [
              -86.11,
              46.9
            ],
            [
              -86.1,
              46.91
            ],
            [
              -86.07,
              46.91
            ],
            [
              -86.03,
              46.93
            ]
          ]
        ]
      },
      "raw_probability": 0.0946,
      "confidence_lo": 0.0013,
      "confidence_hi": 0.0014,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "499f2807cee72b11959f1e96e16b414bba110d2470482edf0e5663b91e9952c2",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.0946,
        "probability": 0.001351,
        "confidence_lo": 0.001292,
        "confidence_hi": 0.001351,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "948c03dc416825a473fa6906bb548d705e640aae4a77a3de90f23bcab3b50516",
        "signature": {
          "alg": "ed25519",
          "sig": "151e3565992204cbbbedc80141ce616fc7c5e3b7d6f5122fe0b5c8a82def1bf64981baf985afd6a9f8f589f4c2c82c825ae958e2435ba5b4c72b766e62c7910f"
        }
      },
      "receipt_sha256": "948c03dc416825a473fa6906bb548d705e640aae4a77a3de90f23bcab3b50516"
    },
    {
      "storm_id": "232075",
      "lat": 37.669,
      "lon": -105.104,
      "motion_east": 6.9,
      "motion_south": 6.6,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1120.0,
      "ebshear": 46.0,
      "srh01": 56.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 56.0
        },
        {
          "name": "hrrr_pwat",
          "value": 12.7427
        },
        {
          "name": "alignment",
          "value": 1.4495
        },
        {
          "name": "tau",
          "value": 0.2712
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0932
      },
      "coherence_score": 0.2711790204048157,
      "coherence_diagnostics": {
        "tau": 0.2711790204048157,
        "grad_tau": 0.07526468485593796,
        "torsion": 0.0,
        "alignment": 1.449483871459961,
        "S_field": 0.12653598189353943,
        "Gamma_field": 0.560710072517395,
        "S_over_Gamma": 0.2256709635257721,
        "Da": 32.73307418823242,
        "E_coh": 0.2733212411403656,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -105.13,
              37.7
            ],
            [
              -105.12,
              37.69
            ],
            [
              -105.07,
              37.69
            ],
            [
              -105.05,
              37.68
            ],
            [
              -105.05,
              37.63
            ],
            [
              -105.1,
              37.63
            ],
            [
              -105.11,
              37.64
            ],
            [
              -105.14,
              37.64
            ],
            [
              -105.14,
              37.69
            ],
            [
              -105.13,
              37.7
            ]
          ]
        ]
      },
      "raw_probability": 0.0932,
      "confidence_lo": 0.0013,
      "confidence_hi": 0.0014,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "1a521034e7125cf243ebf24732e9e15b18be888ebe4c4007d82690a188655c47",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.0932,
        "probability": 0.001351,
        "confidence_lo": 0.001292,
        "confidence_hi": 0.001351,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "aba9228dea1e6f8e59621983bc8740462db217269dc54b83e2a86a4c36af0f2c",
        "signature": {
          "alg": "ed25519",
          "sig": "5c4560cdcac4a0dcb988caedf1e15d60da47706a130f814187e7e9a359bb4e621ad09b7165b3d9abd1f346fb35bcd403f7186427f19ca31f72beee9d38fdc004"
        }
      },
      "receipt_sha256": "aba9228dea1e6f8e59621983bc8740462db217269dc54b83e2a86a4c36af0f2c"
    },
    {
      "storm_id": "231363",
      "lat": 35.7013,
      "lon": -102.8512,
      "motion_east": 3.7,
      "motion_south": 1.1,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1117.0,
      "ebshear": 31.0,
      "srh01": 76.0,
      "maxllaz": 0.008,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 76.0
        },
        {
          "name": "hrrr_pwat",
          "value": 22.8677
        },
        {
          "name": "alignment",
          "value": 1.5678
        },
        {
          "name": "tau",
          "value": 0.5322
        },
        {
          "name": "maxllaz",
          "value": 0.008
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0906
      },
      "coherence_score": 0.5322189927101135,
      "coherence_diagnostics": {
        "tau": 0.5322189927101135,
        "grad_tau": 0.126490980386734,
        "torsion": 0.0,
        "alignment": 1.567837119102478,
        "S_field": 0.341815710067749,
        "Gamma_field": 0.5932100415229797,
        "S_over_Gamma": 0.5762135982513428,
        "Da": 37.76448440551758,
        "E_coh": 0.6753348112106323,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -102.87,
              35.73
            ],
            [
              -102.83,
              35.73
            ],
            [
              -102.83,
              35.7
            ],
            [
              -102.82,
              35.69
            ],
            [
              -102.84,
              35.67
            ],
            [
              -102.86,
              35.67
            ],
            [
              -102.89,
              35.69
            ],
            [
              -102.87,
              35.73
            ]
          ]
        ]
      },
      "raw_probability": 0.0906,
      "confidence_lo": 0.0013,
      "confidence_hi": 0.0014,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "2cdc328a954d869b3cb2ac1669a474a76c6816e3c77534076ca5c490afd76007",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.0906,
        "probability": 0.001351,
        "confidence_lo": 0.001292,
        "confidence_hi": 0.001351,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c98c2870ac5e536a9d383087f01889bfcffa3640a85aa764470621f3c3fb3624",
        "signature": {
          "alg": "ed25519",
          "sig": "ecc5d5e05f160e1a92134ee67678a32a51daf88007af85d1374ccc401689bfad3e559a8ad5837e054f81bc5444b70b7cba322f762463058195f3e25623ab050f"
        }
      },
      "receipt_sha256": "c98c2870ac5e536a9d383087f01889bfcffa3640a85aa764470621f3c3fb3624"
    },
    {
      "storm_id": "232023",
      "lat": 48.7989,
      "lon": -77.3278,
      "motion_east": 0.0,
      "motion_south": 0.3,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 607.0,
      "ebshear": 24.0,
      "srh01": 52.0,
      "maxllaz": 0.002,
      "mesh": 0.03,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 52.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.1177
        },
        {
          "name": "alignment",
          "value": 4.9948
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0886
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.3781483769416809,
        "torsion": 0.0,
        "alignment": 4.994804382324219,
        "S_field": 0.342729777097702,
        "Gamma_field": 0.8290433883666992,
        "S_over_Gamma": 0.4134038984775543,
        "Da": 49.347412109375,
        "E_coh": 0.25827842950820923,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -77.34,
              48.83
            ],
            [
              -77.3,
              48.83
            ],
            [
              -77.29,
              48.82
            ],
            [
              -77.29,
              48.79
            ],
            [
              -77.32,
              48.76
            ],
            [
              -77.35,
              48.75
            ],
            [
              -77.36,
              48.77
            ],
            [
              -77.36,
              48.81
            ],
            [
              -77.34,
              48.83
            ]
          ]
        ]
      },
      "raw_probability": 0.0886,
      "confidence_lo": 0.0013,
      "confidence_hi": 0.0014,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "92a89d1e782f4e567900a78fee03668e15d76857c2659d92d5eaf6a29b2a13e0",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.0886,
        "probability": 0.001351,
        "confidence_lo": 0.001292,
        "confidence_hi": 0.001351,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "bfd13529b7cb768f8f2d7fb79c3f2b1943e4c6283cb37e9b7f77127d033a885f",
        "signature": {
          "alg": "ed25519",
          "sig": "e584a7e0af2ff6f278acf594c70ba37db2fbe65508d7bc4e3f398f85d6f4ad1ee14a2fd21ad28db71f7985c310889545974c927671304a417e30a86308c18007"
        }
      },
      "receipt_sha256": "bfd13529b7cb768f8f2d7fb79c3f2b1943e4c6283cb37e9b7f77127d033a885f"
    },
    {
      "storm_id": "231928",
      "lat": 30.2992,
      "lon": -107.155,
      "motion_east": 3.7,
      "motion_south": 1.0,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 545.0,
      "ebshear": 10.0,
      "srh01": 33.0,
      "maxllaz": 0.001,
      "mesh": 0.44,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 33.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.1177
        },
        {
          "name": "alignment",
          "value": -1.116
        },
        {
          "name": "tau",
          "value": 2.1961
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0878
      },
      "coherence_score": 2.196101188659668,
      "coherence_diagnostics": {
        "tau": 2.196101188659668,
        "grad_tau": 0.2958368957042694,
        "torsion": 0.0,
        "alignment": -1.1160414218902588,
        "S_field": 2.0554330348968506,
        "Gamma_field": 0.5557100772857666,
        "S_over_Gamma": 3.6987507343292236,
        "Da": 34.22522735595703,
        "E_coh": 0.9442678093910217,
        "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": [
          [
            [
              -107.18,
              30.35
            ],
            [
              -107.1,
              30.35
            ],
            [
              -107.09,
              30.34
            ],
            [
              -107.11,
              30.3
            ],
            [
              -107.11,
              30.27
            ],
            [
              -107.14,
              30.24
            ],
            [
              -107.16,
              30.24
            ],
            [
              -107.2,
              30.26
            ],
            [
              -107.2,
              30.28
            ],
            [
              -107.19,
              30.29
            ],
            [
              -107.2,
              30.32
            ],
            [
              -107.18,
              30.35
            ]
          ]
        ]
      },
      "raw_probability": 0.0878,
      "confidence_lo": 0.0013,
      "confidence_hi": 0.0014,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "d06c550beb7372b6f1f18868c15dee530f0b24a5c8631bacd33b335993f24adc",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.0878,
        "probability": 0.001351,
        "confidence_lo": 0.001292,
        "confidence_hi": 0.001351,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2b4bfa9800f1c5d851fd9d9c013a9f2e993bc08597790adb6c0c98213bc04121",
        "signature": {
          "alg": "ed25519",
          "sig": "53ff6a7633038eab57b4cbb3675e370f55a9ba2ff11bb634a4ead724e866efa17628b2d9467b2279f8ca0d867d7a33b7dbfcaf8763712a102053270920a2df0d"
        }
      },
      "receipt_sha256": "2b4bfa9800f1c5d851fd9d9c013a9f2e993bc08597790adb6c0c98213bc04121"
    },
    {
      "storm_id": "229740",
      "lat": 30.4672,
      "lon": -81.6934,
      "motion_east": 4.0,
      "motion_south": 2.2,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1801.0,
      "ebshear": 20.0,
      "srh01": 52.0,
      "maxllaz": 0.005,
      "mesh": 0.28,
      "flash_rate": 6.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 52.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.7427
        },
        {
          "name": "alignment",
          "value": 1.6006
        },
        {
          "name": "tau",
          "value": 3.6792
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0872
      },
      "coherence_score": 3.67917799949646,
      "coherence_diagnostics": {
        "tau": 3.67917799949646,
        "grad_tau": 0.2589403986930847,
        "torsion": 0.0,
        "alignment": 1.6005645990371704,
        "S_field": 1.2451187372207642,
        "Gamma_field": 0.1898767054080963,
        "S_over_Gamma": 6.557511806488037,
        "Da": 12.54149055480957,
        "E_coh": 0.9475626349449158,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 5,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.72,
              30.57
            ],
            [
              -81.67,
              30.57
            ],
            [
              -81.63,
              30.54
            ],
            [
              -81.61,
              30.54
            ],
            [
              -81.6,
              30.55
            ],
            [
              -81.55,
              30.55
            ],
            [
              -81.53,
              30.53
            ],
            [
              -81.52,
              30.46
            ],
            [
              -81.54,
              30.44
            ],
            [
              -81.55,
              30.45
            ],
            [
              -81.57,
              30.45
            ],
            [
              -81.59,
              30.43
            ],
            [
              -81.64,
              30.43
            ],
            [
              -81.65,
              30.42
            ],
            [
              -81.68,
              30.42
            ],
            [
              -81.69,
              30.43
            ],
            [
              -81.75,
              30.43
            ],
            [
              -81.77,
              30.41
            ],
            [
              -81.79,
              30.41
            ],
            [
              -81.81,
              30.39
            ],
            [
              -81.81,
              30.38
            ],
            [
              -81.83,
              30.37
            ],
            [
              -81.85,
              30.4
            ],
            [
              -81.85,
              30.44
            ],
            [
              -81.83,
              30.45
            ],
            [
              -81.81,
              30.47
            ],
            [
              -81.81,
              30.49
            ],
            [
              -81.74,
              30.56
            ],
            [
              -81.72,
              30.57
            ]
          ]
        ]
      },
      "raw_probability": 0.0872,
      "confidence_lo": 0.0013,
      "confidence_hi": 0.0014,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "392249b3454e32f7fb96a1d9f6801452189a26bedcbccc116297df180248a1a0",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.0872,
        "probability": 0.001351,
        "confidence_lo": 0.001292,
        "confidence_hi": 0.001351,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "173368d60e68fd255f94747e648f9e19ff3d843cfa03212efa7e70a552b4abf3",
        "signature": {
          "alg": "ed25519",
          "sig": "1c2283c2552e7bab7b4bba539ac11390ede143a806c503d1016ea8aabafffe17408b2afc9a6d9b1c64105f037ba409bdc524a3c27e5902f7482e3bc2884a0607"
        }
      },
      "receipt_sha256": "173368d60e68fd255f94747e648f9e19ff3d843cfa03212efa7e70a552b4abf3"
    },
    {
      "storm_id": "231387",
      "lat": 32.0844,
      "lon": -83.9622,
      "motion_east": 3.7,
      "motion_south": 1.0,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3198.0,
      "ebshear": 13.0,
      "srh01": 15.0,
      "maxllaz": 0.003,
      "mesh": 0.14,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 15.0
        },
        {
          "name": "hrrr_pwat",
          "value": 59.6177
        },
        {
          "name": "alignment",
          "value": 6.6757
        },
        {
          "name": "tau",
          "value": 2.6961
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0871
      },
      "coherence_score": 2.6960976123809814,
      "coherence_diagnostics": {
        "tau": 2.6960976123809814,
        "grad_tau": 0.47449612617492676,
        "torsion": 0.0,
        "alignment": 6.675739288330078,
        "S_field": 1.1552809476852417,
        "Gamma_field": 0.19237671792507172,
        "S_over_Gamma": 6.005305290222168,
        "Da": 12.371910095214844,
        "E_coh": 0.8405416011810303,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.98,
              32.13
            ],
            [
              -83.95,
              32.13
            ],
            [
              -83.92,
              32.1
            ],
            [
              -83.92,
              32.05
            ],
            [
              -83.93,
              32.03
            ],
            [
              -83.96,
              32.03
            ],
            [
              -84.01,
              32.07
            ],
            [
              -84.01,
              32.09
            ],
            [
              -83.98,
              32.13
            ]
          ]
        ]
      },
      "raw_probability": 0.0871,
      "confidence_lo": 0.0013,
      "confidence_hi": 0.0014,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "424ee1b2ae2a21264aeeca3275699dfb195c54cdf89e815ad8b2551de167547f",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.0871,
        "probability": 0.001351,
        "confidence_lo": 0.001292,
        "confidence_hi": 0.001351,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8aaac0b36326291fafeb4715efa9043c24d85f674ebc7f813b1e6384926d3df2",
        "signature": {
          "alg": "ed25519",
          "sig": "2dcc64039a28be54385b84327615f5ea68620772edf15989ce7ec8851482999f6655fa9f8730437903fee8765125dc93b733ec555747974448d95c9085123405"
        }
      },
      "receipt_sha256": "8aaac0b36326291fafeb4715efa9043c24d85f674ebc7f813b1e6384926d3df2"
    },
    {
      "storm_id": "231725",
      "lat": 50.5245,
      "lon": -104.4745,
      "motion_east": 3.7,
      "motion_south": 1.0,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0014,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 824.0,
      "ebshear": 40.0,
      "srh01": 155.0,
      "maxllaz": 0.017,
      "mesh": 0.12,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 155.0
        },
        {
          "name": "hrrr_pwat",
          "value": 22.4927
        },
        {
          "name": "alignment",
          "value": -0.4427
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.017
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0854
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.11241286993026733,
        "torsion": 0.0,
        "alignment": -0.44269561767578125,
        "S_field": 0.13565701246261597,
        "Gamma_field": 1.534043312072754,
        "S_over_Gamma": 0.08843101561069489,
        "Da": 90.56429290771484,
        "E_coh": 0.22050610184669495,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -104.51,
              50.56
            ],
            [
              -104.45,
              50.56
            ],
            [
              -104.43,
              50.54
            ],
            [
              -104.44,
              50.52
            ],
            [
              -104.44,
              50.49
            ],
            [
              -104.45,
              50.48
            ],
            [
              -104.47,
              50.48
            ],
            [
              -104.5,
              50.5
            ],
            [
              -104.5,
              50.53
            ],
            [
              -104.52,
              50.55
            ],
            [
              -104.51,
              50.56
            ]
          ]
        ]
      },
      "raw_probability": 0.0854,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0014,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "622e57f6c49f53b8cc11e774515c3afd111ecb02bdfe553d7f2022e78b8637b9",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.0854,
        "probability": 0.00135,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.001351,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "54bbd135da3176736b244cb979d572420c63153e5a6ae585b15924797049f717",
        "signature": {
          "alg": "ed25519",
          "sig": "046818121fc4e2ad91bf82fe60bfeb33ac5e4ae02b571ab4813c9ba9895f1e90e1b67e7fec8bf93736fd7048df64cc93ea4526a7909c40396cdfe872c903ba01"
        }
      },
      "receipt_sha256": "54bbd135da3176736b244cb979d572420c63153e5a6ae585b15924797049f717"
    },
    {
      "storm_id": "232021",
      "lat": 48.9529,
      "lon": -77.2129,
      "motion_east": 0.0,
      "motion_south": 0.0,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 789.0,
      "ebshear": 22.0,
      "srh01": 62.0,
      "maxllaz": 0.002,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 62.0
        },
        {
          "name": "hrrr_pwat",
          "value": 39.1177
        },
        {
          "name": "alignment",
          "value": 4.9948
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0848
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.3781483769416809,
        "torsion": 0.0,
        "alignment": 4.994804382324219,
        "S_field": 0.342729777097702,
        "Gamma_field": 0.8290433883666992,
        "S_over_Gamma": 0.4134038984775543,
        "Da": 49.347412109375,
        "E_coh": 0.25827842950820923,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -77.18,
              48.99
            ],
            [
              -77.16,
              48.99
            ],
            [
              -77.15,
              48.98
            ],
            [
              -77.15,
              48.94
            ],
            [
              -77.2,
              48.92
            ],
            [
              -77.22,
              48.9
            ],
            [
              -77.27,
              48.9
            ],
            [
              -77.28,
              48.91
            ],
            [
              -77.28,
              48.94
            ],
            [
              -77.26,
              48.96
            ],
            [
              -77.24,
              48.96
            ],
            [
              -77.22,
              48.98
            ],
            [
              -77.19,
              48.98
            ],
            [
              -77.18,
              48.99
            ]
          ]
        ]
      },
      "raw_probability": 0.0848,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "d36c3cee5492775cf1cb6513e0479de5199451da51d2aef5d50a651aa19cff20",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.0848,
        "probability": 0.001097,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.001098,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "17f42c4f83cefe013f52c0cbfd9aa1558724b4d3e07d5793fbb1e8bcca2069a4",
        "signature": {
          "alg": "ed25519",
          "sig": "e984e012d7bbb74b280777641f99d7c9243b81734b91edd173a76d46b503844fba7d091e656e8552ee8d2f0d0c148da59fbb26edccea26d762db023bd3118806"
        }
      },
      "receipt_sha256": "17f42c4f83cefe013f52c0cbfd9aa1558724b4d3e07d5793fbb1e8bcca2069a4"
    },
    {
      "storm_id": "231961",
      "lat": 32.2633,
      "lon": -85.9358,
      "motion_east": 4.2,
      "motion_south": 0.9,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3532.0,
      "ebshear": 20.0,
      "srh01": 20.0,
      "maxllaz": 0.006,
      "mesh": 0.42,
      "flash_rate": 17.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 20.0
        },
        {
          "name": "hrrr_pwat",
          "value": 61.3677
        },
        {
          "name": "alignment",
          "value": 10.7061
        },
        {
          "name": "tau",
          "value": 2.3147
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0838
      },
      "coherence_score": 2.3146588802337646,
      "coherence_diagnostics": {
        "tau": 2.3146588802337646,
        "grad_tau": 0.06776487827301025,
        "torsion": 0.0,
        "alignment": 10.706137657165527,
        "S_field": 1.3789753913879395,
        "Gamma_field": 0.2357100546360016,
        "S_over_Gamma": 5.850303649902344,
        "Da": 14.304315567016602,
        "E_coh": 0.8473923206329346,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -85.94,
              32.3
            ],
            [
              -85.9,
              32.3
            ],
            [
              -85.88,
              32.29
            ],
            [
              -85.86,
              32.27
            ],
            [
              -85.86,
              32.24
            ],
            [
              -85.91,
              32.2
            ],
            [
              -85.99,
              32.2
            ],
            [
              -86.01,
              32.22
            ],
            [
              -86.01,
              32.26
            ],
            [
              -85.98,
              32.29
            ],
            [
              -85.95,
              32.29
            ],
            [
              -85.94,
              32.3
            ]
          ]
        ]
      },
      "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": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "336114713d10e3480819a5887bafe28916a710a409c6c03fc9c02dcd6d91a6f0",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.0838,
        "probability": 0.001097,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.001098,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d0ec9e437df6fd0cc31c95ac20836d455efea1aa7fdbf2653defb6e10332b493",
        "signature": {
          "alg": "ed25519",
          "sig": "1d748cb8fd55863429a08e25c0f7d5d65be4eb3b3300eeecdde35f27921ea28cc7a171a949fce4992b10e509dd3c650402744d3c0d81227288572d9df54a0309"
        }
      },
      "receipt_sha256": "d0ec9e437df6fd0cc31c95ac20836d455efea1aa7fdbf2653defb6e10332b493"
    },
    {
      "storm_id": "231529",
      "lat": 32.8654,
      "lon": -86.2838,
      "motion_east": 5.8,
      "motion_south": 0.3,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3421.0,
      "ebshear": 18.0,
      "srh01": 5.0,
      "maxllaz": 0.004,
      "mesh": 0.21,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 5.0
        },
        {
          "name": "hrrr_pwat",
          "value": 61.3677
        },
        {
          "name": "alignment",
          "value": 10.7061
        },
        {
          "name": "tau",
          "value": 2.3147
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0813
      },
      "coherence_score": 2.3146588802337646,
      "coherence_diagnostics": {
        "tau": 2.3146588802337646,
        "grad_tau": 0.06776487827301025,
        "torsion": 0.0,
        "alignment": 10.706137657165527,
        "S_field": 1.3789753913879395,
        "Gamma_field": 0.2357100546360016,
        "S_over_Gamma": 5.850303649902344,
        "Da": 14.304315567016602,
        "E_coh": 0.8473923206329346,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -86.28,
              32.94
            ],
            [
              -86.24,
              32.94
            ],
            [
              -86.21,
              32.91
            ],
            [
              -86.21,
              32.87
            ],
            [
              -86.22,
              32.86
            ],
            [
              -86.23,
              32.81
            ],
            [
              -86.26,
              32.77
            ],
            [
              -86.32,
              32.78
            ],
            [
              -86.37,
              32.83
            ],
            [
              -86.37,
              32.85
            ],
            [
              -86.35,
              32.87
            ],
            [
              -86.35,
              32.88
            ],
            [
              -86.28,
              32.94
            ]
          ]
        ]
      },
      "raw_probability": 0.0813,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "1b06997dae310592b448cc68e922faab95c9765fa28bf760e1b611dcb8c29b28",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.0813,
        "probability": 0.001002,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.001002,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8454af4c50f7dfe3f80ea1308887d7de50bdf608e7db3c928515b7afa5821e74",
        "signature": {
          "alg": "ed25519",
          "sig": "5c219bcaf7d9d9ee35ccc036549021bfd90ed4e961759678404b5c5e936e49e2ac578527600e4457c2399c93baf5c65d04ee58eb2f8e0488243d1dd7a29e3c09"
        }
      },
      "receipt_sha256": "8454af4c50f7dfe3f80ea1308887d7de50bdf608e7db3c928515b7afa5821e74"
    },
    {
      "storm_id": "231651",
      "lat": 31.7853,
      "lon": -106.5394,
      "motion_east": 3.7,
      "motion_south": 1.0,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.001,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 809.0,
      "ebshear": 23.0,
      "srh01": 54.0,
      "maxllaz": 0.006,
      "mesh": 0.13,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 54.0
        },
        {
          "name": "hrrr_pwat",
          "value": 34.1177
        },
        {
          "name": "alignment",
          "value": 4.8173
        },
        {
          "name": "tau",
          "value": 1.3264
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0812
      },
      "coherence_score": 1.326377034187317,
      "coherence_diagnostics": {
        "tau": 1.326377034187317,
        "grad_tau": 0.5509795546531677,
        "torsion": 0.0,
        "alignment": 4.817348480224609,
        "S_field": 1.013330101966858,
        "Gamma_field": 0.5307100415229797,
        "S_over_Gamma": 1.9093855619430542,
        "Da": 33.55076599121094,
        "E_coh": 0.9532350897789001,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -106.54,
              31.88
            ],
            [
              -106.49,
              31.88
            ],
            [
              -106.47,
              31.85
            ],
            [
              -106.5,
              31.79
            ],
            [
              -106.52,
              31.78
            ],
            [
              -106.52,
              31.77
            ],
            [
              -106.5,
              31.75
            ],
            [
              -106.5,
              31.71
            ],
            [
              -106.53,
              31.69
            ],
            [
              -106.55,
              31.69
            ],
            [
              -106.59,
              31.71
            ],
            [
              -106.61,
              31.74
            ],
            [
              -106.61,
              31.77
            ],
            [
              -106.59,
              31.79
            ],
            [
              -106.55,
              31.81
            ],
            [
              -106.56,
              31.86
            ],
            [
              -106.54,
              31.88
            ]
          ]
        ]
      },
      "raw_probability": 0.0812,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.001,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "3d3a36ab71a4377d051f680af0fc86b5931150cbcf237c97761297d6bc6e6a1b",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.0812,
        "probability": 0.001002,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.001002,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e76cb647999c1c5105892d6bf7f638ed7fadc0ac0f0859e44859e69d6177d970",
        "signature": {
          "alg": "ed25519",
          "sig": "70767f887e6518dd31e914fa8d8c08faea8f68e21053d78183075d1bc68a8aab5260b9262d7812eb3472a0118951569020efec6b0422016c659ed99c2590240d"
        }
      },
      "receipt_sha256": "e76cb647999c1c5105892d6bf7f638ed7fadc0ac0f0859e44859e69d6177d970"
    },
    {
      "storm_id": "231555",
      "lat": 33.8664,
      "lon": -103.3829,
      "motion_east": 7.2,
      "motion_south": 7.1,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 562.0,
      "ebshear": 31.0,
      "srh01": 9.0,
      "maxllaz": 0.013,
      "mesh": 0.32,
      "flash_rate": 15.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 9.0
        },
        {
          "name": "hrrr_pwat",
          "value": 30.8677
        },
        {
          "name": "alignment",
          "value": 3.4862
        },
        {
          "name": "tau",
          "value": 0.4807
        },
        {
          "name": "maxllaz",
          "value": 0.013
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0791
      },
      "coherence_score": 0.48068585991859436,
      "coherence_diagnostics": {
        "tau": 0.48068585991859436,
        "grad_tau": 0.06975433975458145,
        "torsion": 0.0,
        "alignment": 3.4861998558044434,
        "S_field": 0.2692098617553711,
        "Gamma_field": 0.7382100224494934,
        "S_over_Gamma": 0.364679217338562,
        "Da": 46.806434631347656,
        "E_coh": 0.17916925251483917,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -103.41,
              33.97
            ],
            [
              -103.36,
              33.97
            ],
            [
              -103.32,
              33.94
            ],
            [
              -103.28,
              33.95
            ],
            [
              -103.25,
              33.97
            ],
            [
              -103.21,
              33.97
            ],
            [
              -103.19,
              33.95
            ],
            [
              -103.19,
              33.9
            ],
            [
              -103.23,
              33.87
            ],
            [
              -103.3,
              33.87
            ],
            [
              -103.33,
              33.83
            ],
            [
              -103.33,
              33.78
            ],
            [
              -103.37,
              33.75
            ],
            [
              -103.41,
              33.75
            ],
            [
              -103.44,
              33.78
            ],
            [
              -103.53,
              33.77
            ],
            [
              -103.54,
              33.78
            ],
            [
              -103.53,
              33.82
            ],
            [
              -103.5,
              33.82
            ],
            [
              -103.48,
              33.8
            ],
            [
              -103.47,
              33.8
            ],
            [
              -103.45,
              33.82
            ],
            [
              -103.45,
              33.84
            ],
            [
              -103.44,
              33.85
            ],
            [
              -103.44,
              33.9
            ],
            [
              -103.43,
              33.91
            ],
            [
              -103.43,
              33.93
            ],
            [
              -103.41,
              33.97
            ]
          ]
        ]
      },
      "raw_probability": 0.0791,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "e145ccb70dabdea04eeae6ef1bec51987045260dac29db2b0b6637e60d3f6253",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.0791,
        "probability": 0.000906,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000906,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "67ea90ce45c6db7ade97dda91c271fcdc0a5f4a4453d9d67da83461228a1301a",
        "signature": {
          "alg": "ed25519",
          "sig": "62200b05dbc2965d0bfa4554270b094d5274e0554bcffb22055a20a42a66abe4403596596d68a0dd34d49526f36f3a09ff650c28df023f971685a49358515400"
        }
      },
      "receipt_sha256": "67ea90ce45c6db7ade97dda91c271fcdc0a5f4a4453d9d67da83461228a1301a"
    },
    {
      "storm_id": "231455",
      "lat": 49.4316,
      "lon": -76.3226,
      "motion_east": 2.2,
      "motion_south": 0.0,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 289.0,
      "ebshear": 38.0,
      "srh01": 117.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 117.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.6177
        },
        {
          "name": "alignment",
          "value": -0.5677
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0782
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.2726333737373352,
        "torsion": 0.0,
        "alignment": -0.5676956176757812,
        "S_field": 0.27226799726486206,
        "Gamma_field": 0.6123767495155334,
        "S_over_Gamma": 0.4446086585521698,
        "Da": 37.068702697753906,
        "E_coh": 0.08530024439096451,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -76.36,
              49.56
            ],
            [
              -76.3,
              49.56
            ],
            [
              -76.2,
              49.47
            ],
            [
              -76.17,
              49.47
            ],
            [
              -76.12,
              49.44
            ],
            [
              -76.1,
              49.44
            ],
            [
              -76.05,
              49.4
            ],
            [
              -76.05,
              49.36
            ],
            [
              -76.06,
              49.35
            ],
            [
              -76.11,
              49.35
            ],
            [
              -76.19,
              49.43
            ],
            [
              -76.21,
              49.42
            ],
            [
              -76.3,
              49.42
            ],
            [
              -76.31,
              49.43
            ],
            [
              -76.33,
              49.41
            ],
            [
              -76.33,
              49.36
            ],
            [
              -76.35,
              49.33
            ],
            [
              -76.37,
              49.32
            ],
            [
              -76.42,
              49.33
            ],
            [
              -76.47,
              49.38
            ],
            [
              -76.49,
              49.39
            ],
            [
              -76.49,
              49.4
            ],
            [
              -76.52,
              49.43
            ],
            [
              -76.52,
              49.44
            ],
            [
              -76.51,
              49.45
            ],
            [
              -76.51,
              49.47
            ],
            [
              -76.49,
              49.49
            ],
            [
              -76.47,
              49.5
            ],
            [
              -76.44,
              49.5
            ],
            [
              -76.4,
              49.52
            ],
            [
              -76.36,
              49.56
            ]
          ]
        ]
      },
      "raw_probability": 0.0782,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "4add38fce5c3f9fd16f9c0daf6aaea8ff988e2187bcd84308c0eabf24726a0d6",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.0782,
        "probability": 0.000906,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000906,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "34cbb2feeec4f538368c9e766406decabfcb3e52c9518f9bf49c1f2fd8ba8e55",
        "signature": {
          "alg": "ed25519",
          "sig": "a2b0573caee5a57b50b5a5fb8c07ea1d072f4c1c669ec88167771a5a070624464e4c7f1589aa1d0c38d5e720d985b5b9c71546af9bbe7e58e6f88bc83a63460e"
        }
      },
      "receipt_sha256": "34cbb2feeec4f538368c9e766406decabfcb3e52c9518f9bf49c1f2fd8ba8e55"
    },
    {
      "storm_id": "231929",
      "lat": 30.0383,
      "lon": -83.7133,
      "motion_east": 3.7,
      "motion_south": 1.0,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3440.0,
      "ebshear": 19.0,
      "srh01": 32.0,
      "maxllaz": 0.004,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 32.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.6177
        },
        {
          "name": "alignment",
          "value": 1.3055
        },
        {
          "name": "tau",
          "value": 2.7989
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0766
      },
      "coherence_score": 2.798933267593384,
      "coherence_diagnostics": {
        "tau": 2.798933267593384,
        "grad_tau": 0.18299135565757751,
        "torsion": 0.0,
        "alignment": 1.3055226802825928,
        "S_field": 0.45864221453666687,
        "Gamma_field": 0.35987672209739685,
        "S_over_Gamma": 1.2744425535202026,
        "Da": 22.257184982299805,
        "E_coh": 0.8958033323287964,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.77,
              30.08
            ],
            [
              -83.64,
              30.08
            ],
            [
              -83.63,
              30.07
            ],
            [
              -83.65,
              30.04
            ],
            [
              -83.65,
              30.02
            ],
            [
              -83.67,
              30.0
            ],
            [
              -83.69,
              29.99
            ],
            [
              -83.74,
              29.99
            ],
            [
              -83.78,
              30.01
            ],
            [
              -83.78,
              30.04
            ],
            [
              -83.79,
              30.06
            ],
            [
              -83.77,
              30.08
            ]
          ]
        ]
      },
      "raw_probability": 0.0766,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "2f177e7edad3769414f6c2442d494c729f10312e73e10c12db23c66c2d7b61c1",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.0766,
        "probability": 0.000906,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000906,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "874bd0e6ea61b0146d68e5ba41935e9d7af95c0bf1f67aa07ee05d88e5855956",
        "signature": {
          "alg": "ed25519",
          "sig": "6f0703c60b41eae05cf558ab02a6db913f2c3371c24b3dc40d29e38b5755b40e4539b7511af9cb3021747a2142b75634cd6099abff63bd6d54df1e8e641f4708"
        }
      },
      "receipt_sha256": "874bd0e6ea61b0146d68e5ba41935e9d7af95c0bf1f67aa07ee05d88e5855956"
    },
    {
      "storm_id": "231835",
      "lat": 42.2911,
      "lon": -93.1958,
      "motion_east": 3.7,
      "motion_south": 1.0,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 798.0,
      "ebshear": 25.0,
      "srh01": 35.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 35.0
        },
        {
          "name": "hrrr_pwat",
          "value": 28.3677
        },
        {
          "name": "alignment",
          "value": 0.1904
        },
        {
          "name": "tau",
          "value": 0.9093
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0758
      },
      "coherence_score": 0.9092593193054199,
      "coherence_diagnostics": {
        "tau": 0.9092593193054199,
        "grad_tau": 0.16079910099506378,
        "torsion": 0.0,
        "alignment": 0.1903591752052307,
        "S_field": 0.23189646005630493,
        "Gamma_field": 0.20654337108135223,
        "S_over_Gamma": 1.1227494478225708,
        "Da": 11.4061279296875,
        "E_coh": 0.6126200556755066,
        "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": [
          [
            [
              -93.16,
              42.35
            ],
            [
              -93.14,
              42.34
            ],
            [
              -93.15,
              42.33
            ],
            [
              -93.14,
              42.32
            ],
            [
              -93.16,
              42.3
            ],
            [
              -93.18,
              42.25
            ],
            [
              -93.2,
              42.23
            ],
            [
              -93.22,
              42.23
            ],
            [
              -93.23,
              42.22
            ],
            [
              -93.24,
              42.23
            ],
            [
              -93.26,
              42.23
            ],
            [
              -93.25,
              42.24
            ],
            [
              -93.25,
              42.28
            ],
            [
              -93.22,
              42.31
            ],
            [
              -93.21,
              42.31
            ],
            [
              -93.19,
              42.33
            ],
            [
              -93.19,
              42.34
            ],
            [
              -93.17,
              42.34
            ],
            [
              -93.16,
              42.35
            ]
          ]
        ]
      },
      "raw_probability": 0.0758,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "a1c7bccddee38d68f2b3cdb4f8be7878bbe827b7f8328270b027ef27c5173132",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.0758,
        "probability": 0.000906,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000906,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "25b251ea52dcfc010d6fd56e6924fabc93e59329886145737faf370b01257fc0",
        "signature": {
          "alg": "ed25519",
          "sig": "030eb65f5721484cf52410588712ec4d1a46bc16d44ce676c3489728c717ab72bd8064bb294bc7355d053b8b5826bd6f7abf13098873d45b78c4d39c402b8e00"
        }
      },
      "receipt_sha256": "25b251ea52dcfc010d6fd56e6924fabc93e59329886145737faf370b01257fc0"
    },
    {
      "storm_id": "231846",
      "lat": 32.36,
      "lon": -86.3814,
      "motion_east": 4.3,
      "motion_south": 0.9,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3605.0,
      "ebshear": 20.0,
      "srh01": 22.0,
      "maxllaz": 0.002,
      "mesh": 0.12,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 22.0
        },
        {
          "name": "hrrr_pwat",
          "value": 61.3677
        },
        {
          "name": "alignment",
          "value": 10.7061
        },
        {
          "name": "tau",
          "value": 2.3147
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.073
      },
      "coherence_score": 2.3146588802337646,
      "coherence_diagnostics": {
        "tau": 2.3146588802337646,
        "grad_tau": 0.06776487827301025,
        "torsion": 0.0,
        "alignment": 10.706137657165527,
        "S_field": 1.3789753913879395,
        "Gamma_field": 0.2357100546360016,
        "S_over_Gamma": 5.850303649902344,
        "Da": 14.304315567016602,
        "E_coh": 0.8473923206329346,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -86.43,
              32.46
            ],
            [
              -86.39,
              32.45
            ],
            [
              -86.36,
              32.42
            ],
            [
              -86.36,
              32.37
            ],
            [
              -86.34,
              32.35
            ],
            [
              -86.32,
              32.31
            ],
            [
              -86.32,
              32.26
            ],
            [
              -86.33,
              32.25
            ],
            [
              -86.35,
              32.25
            ],
            [
              -86.39,
              32.29
            ],
            [
              -86.39,
              32.33
            ],
            [
              -86.46,
              32.4
            ],
            [
              -86.47,
              32.44
            ],
            [
              -86.43,
              32.46
            ]
          ]
        ]
      },
      "raw_probability": 0.073,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "53a16154b07b3df7e4d0cb299149600178740826917cd8daf864ce65146bc12d",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.073,
        "probability": 0.000831,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000831,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "31ae02cc80ad559c40c981dda32eff9c95d26636dadea0a0c42ec58d37dd022e",
        "signature": {
          "alg": "ed25519",
          "sig": "f4b2130b8bd18d4fdc8867b0eaf02be37400478f776694c9765c7ce90ac61c5f390e09b6804766881f8e7225609ab7e7c66cbcb1245922b1d3086d36a5a5c604"
        }
      },
      "receipt_sha256": "31ae02cc80ad559c40c981dda32eff9c95d26636dadea0a0c42ec58d37dd022e"
    },
    {
      "storm_id": "231546",
      "lat": 43.1664,
      "lon": -88.96,
      "motion_east": 4.0,
      "motion_south": 0.0,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 39.0,
      "ebshear": 16.0,
      "srh01": 160.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 160.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.1177
        },
        {
          "name": "alignment",
          "value": 4.516
        },
        {
          "name": "tau",
          "value": 1.0235
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0727
      },
      "coherence_score": 1.023524284362793,
      "coherence_diagnostics": {
        "tau": 1.023524284362793,
        "grad_tau": 0.13832895457744598,
        "torsion": 0.0,
        "alignment": 4.5159993171691895,
        "S_field": 0.11575187742710114,
        "Gamma_field": 0.45487669110298157,
        "S_over_Gamma": 0.2544686794281006,
        "Da": 25.628175735473633,
        "E_coh": 0.2733778655529022,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -88.96,
              43.21
            ],
            [
              -88.89,
              43.21
            ],
            [
              -88.87,
              43.19
            ],
            [
              -88.88,
              43.13
            ],
            [
              -88.89,
              43.12
            ],
            [
              -88.92,
              43.12
            ],
            [
              -88.93,
              43.11
            ],
            [
              -89.02,
              43.11
            ],
            [
              -89.05,
              43.14
            ],
            [
              -89.05,
              43.19
            ],
            [
              -89.03,
              43.19
            ],
            [
              -89.02,
              43.2
            ],
            [
              -88.97,
              43.2
            ],
            [
              -88.96,
              43.21
            ]
          ]
        ]
      },
      "raw_probability": 0.0727,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "d22bd549ae4d0d76dcf81698cf5f2762df7d2d37b59f8644a8fe3d0ff90aaf19",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.0727,
        "probability": 0.000831,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000831,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c34694e00833fa5c2fad613801a9af1bc38acd9b3f3084f5d469905fd48107fb",
        "signature": {
          "alg": "ed25519",
          "sig": "ca80e27708a09ae6df5d43a4f0a2657a72f0681961f0de345a34577b6c7edd068a07ccfad7ae5821de7869bc7d57d0ee4c4846b4298d311112ce42df14130000"
        }
      },
      "receipt_sha256": "c34694e00833fa5c2fad613801a9af1bc38acd9b3f3084f5d469905fd48107fb"
    },
    {
      "storm_id": "231941",
      "lat": 50.4429,
      "lon": -104.76,
      "motion_east": 3.7,
      "motion_south": 1.0,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 641.0,
      "ebshear": 39.0,
      "srh01": 118.0,
      "maxllaz": 0.006,
      "mesh": 0.24,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 118.0
        },
        {
          "name": "hrrr_pwat",
          "value": 22.4927
        },
        {
          "name": "alignment",
          "value": -0.4427
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0726
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.11241286993026733,
        "torsion": 0.0,
        "alignment": -0.44269561767578125,
        "S_field": 0.13565701246261597,
        "Gamma_field": 1.534043312072754,
        "S_over_Gamma": 0.08843101561069489,
        "Da": 90.56429290771484,
        "E_coh": 0.22050610184669495,
        "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": [
          [
            [
              -104.82,
              50.5
            ],
            [
              -104.78,
              50.5
            ],
            [
              -104.77,
              50.49
            ],
            [
              -104.69,
              50.48
            ],
            [
              -104.68,
              50.46
            ],
            [
              -104.69,
              50.44
            ],
            [
              -104.69,
              50.41
            ],
            [
              -104.7,
              50.4
            ],
            [
              -104.73,
              50.4
            ],
            [
              -104.74,
              50.39
            ],
            [
              -104.75,
              50.4
            ],
            [
              -104.78,
              50.4
            ],
            [
              -104.81,
              50.42
            ],
            [
              -104.83,
              50.42
            ],
            [
              -104.81,
              50.44
            ],
            [
              -104.83,
              50.48
            ],
            [
              -104.82,
              50.5
            ]
          ]
        ]
      },
      "raw_probability": 0.0726,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "17fb14e9104cdcfb587228ef5c17cf58edd4851038cddc3e6c0c198fa27cc316",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.0726,
        "probability": 0.000831,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000831,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2e994af7055cdf9ee9f1e1e9bc22c9720bded2a765117b87430385cec9de3351",
        "signature": {
          "alg": "ed25519",
          "sig": "b7ef35ba4f968d0b8a698ba432dbf12cddb8af89c3fef246c478952dd6f478545a57956d3701b998c12b9af9632e819cf193d7a6458af288f7befc21e2439303"
        }
      },
      "receipt_sha256": "2e994af7055cdf9ee9f1e1e9bc22c9720bded2a765117b87430385cec9de3351"
    },
    {
      "storm_id": "231898",
      "lat": 35.0818,
      "lon": -102.4771,
      "motion_east": 7.0,
      "motion_south": 7.1,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1077.0,
      "ebshear": 31.0,
      "srh01": 11.0,
      "maxllaz": 0.007,
      "mesh": 0.05,
      "flash_rate": 10.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 11.0
        },
        {
          "name": "hrrr_pwat",
          "value": 22.8677
        },
        {
          "name": "alignment",
          "value": 1.5678
        },
        {
          "name": "tau",
          "value": 0.5322
        },
        {
          "name": "maxllaz",
          "value": 0.007
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0717
      },
      "coherence_score": 0.5322189927101135,
      "coherence_diagnostics": {
        "tau": 0.5322189927101135,
        "grad_tau": 0.126490980386734,
        "torsion": 0.0,
        "alignment": 1.567837119102478,
        "S_field": 0.341815710067749,
        "Gamma_field": 0.5932100415229797,
        "S_over_Gamma": 0.5762135982513428,
        "Da": 37.76448440551758,
        "E_coh": 0.6753348112106323,
        "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": [
          [
            [
              -102.46,
              35.18
            ],
            [
              -102.4,
              35.17
            ],
            [
              -102.38,
              35.14
            ],
            [
              -102.38,
              35.11
            ],
            [
              -102.39,
              35.09
            ],
            [
              -102.4,
              35.09
            ],
            [
              -102.45,
              35.04
            ],
            [
              -102.45,
              34.99
            ],
            [
              -102.48,
              34.96
            ],
            [
              -102.52,
              34.96
            ],
            [
              -102.54,
              34.97
            ],
            [
              -102.61,
              35.04
            ],
            [
              -102.61,
              35.08
            ],
            [
              -102.56,
              35.11
            ],
            [
              -102.54,
              35.11
            ],
            [
              -102.48,
              35.17
            ],
            [
              -102.46,
              35.18
            ]
          ]
        ]
      },
      "raw_probability": 0.0717,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "ca685dd5689dcb273b569608d907becded634518be7e4dcc5284e202f1ae359d",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.0717,
        "probability": 0.000831,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000831,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6d56c0df4ed5c2b362f7ce09b5ccac201585d0d28fb967ea482610109db885b2",
        "signature": {
          "alg": "ed25519",
          "sig": "4feef9e2dd180b918251b3f3d1b05cb5645121392189a712051c163a302d29e15115bcf36f1d2b9b67f39bb18820614c3b8d4007f7a3ee7c19e6838619f6bd0a"
        }
      },
      "receipt_sha256": "6d56c0df4ed5c2b362f7ce09b5ccac201585d0d28fb967ea482610109db885b2"
    },
    {
      "storm_id": "232067",
      "lat": 46.8061,
      "lon": -85.8848,
      "motion_east": 2.6,
      "motion_south": 1.3,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 563.0,
      "ebshear": 16.0,
      "srh01": 42.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 42.0
        },
        {
          "name": "hrrr_pwat",
          "value": 23.3677
        },
        {
          "name": "alignment",
          "value": 7.6198
        },
        {
          "name": "tau",
          "value": 0.4909
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0708
      },
      "coherence_score": 0.49090391397476196,
      "coherence_diagnostics": {
        "tau": 0.49090391397476196,
        "grad_tau": 0.10274899750947952,
        "torsion": 0.0,
        "alignment": 7.619783878326416,
        "S_field": 0.10043931752443314,
        "Gamma_field": 0.20654337108135223,
        "S_over_Gamma": 0.48628681898117065,
        "Da": 12.19698429107666,
        "E_coh": 0.498246967792511,
        "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": [
          [
            [
              -85.84,
              46.88
            ],
            [
              -85.79,
              46.88
            ],
            [
              -85.78,
              46.87
            ],
            [
              -85.78,
              46.85
            ],
            [
              -85.8,
              46.81
            ],
            [
              -85.81,
              46.8
            ],
            [
              -85.86,
              46.8
            ],
            [
              -85.88,
              46.81
            ],
            [
              -85.89,
              46.8
            ],
            [
              -85.91,
              46.72
            ],
            [
              -85.94,
              46.7
            ],
            [
              -85.97,
              46.71
            ],
            [
              -85.99,
              46.74
            ],
            [
              -85.99,
              46.77
            ],
            [
              -85.98,
              46.77
            ],
            [
              -85.96,
              46.79
            ],
            [
              -85.92,
              46.79
            ],
            [
              -85.91,
              46.81
            ],
            [
              -85.9,
              46.81
            ],
            [
              -85.88,
              46.83
            ],
            [
              -85.87,
              46.86
            ],
            [
              -85.86,
              46.86
            ],
            [
              -85.84,
              46.88
            ]
          ]
        ]
      },
      "raw_probability": 0.0708,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "53127f7b223ca8346d79fc4eddc02053be22c88dd1c7c81996e3c00dbaba2733",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.0708,
        "probability": 0.000831,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000831,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7e611653832bf5d6e5dc7940d1b8cfd3569cfb217f8473be2a3eb8ce67f2affa",
        "signature": {
          "alg": "ed25519",
          "sig": "87a03fac13ea319c6542d5b88a29e5c49a884bcd3fb2649b213fab313ff1be0a283e5f7461d8d9e890121088e0d5e9aa7c7ae0afa321bf1afdb51a4e44983905"
        }
      },
      "receipt_sha256": "7e611653832bf5d6e5dc7940d1b8cfd3569cfb217f8473be2a3eb8ce67f2affa"
    },
    {
      "storm_id": "230911",
      "lat": 33.9787,
      "lon": -101.9127,
      "motion_east": 6.4,
      "motion_south": 6.9,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2602.0,
      "ebshear": 35.0,
      "srh01": 17.0,
      "maxllaz": 0.005,
      "mesh": 0.54,
      "flash_rate": 23.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 17.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.8677
        },
        {
          "name": "alignment",
          "value": -0.8446
        },
        {
          "name": "tau",
          "value": 0.5509
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0684
      },
      "coherence_score": 0.5509300231933594,
      "coherence_diagnostics": {
        "tau": 0.5509300231933594,
        "grad_tau": 0.07536573708057404,
        "torsion": 0.0,
        "alignment": -0.8446058034896851,
        "S_field": 0.37187910079956055,
        "Gamma_field": 0.7032100558280945,
        "S_over_Gamma": 0.5288307666778564,
        "Da": 44.41098403930664,
        "E_coh": 0.8380664587020874,
        "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": [
          [
            [
              -101.89,
              34.06
            ],
            [
              -101.87,
              34.04
            ],
            [
              -101.85,
              33.97
            ],
            [
              -101.81,
              33.94
            ],
            [
              -101.81,
              33.89
            ],
            [
              -101.83,
              33.88
            ],
            [
              -101.88,
              33.89
            ],
            [
              -101.96,
              33.93
            ],
            [
              -101.99,
              33.93
            ],
            [
              -102.02,
              33.96
            ],
            [
              -102.02,
              34.01
            ],
            [
              -102.01,
              34.02
            ],
            [
              -101.95,
              34.05
            ],
            [
              -101.91,
              34.05
            ],
            [
              -101.89,
              34.06
            ]
          ]
        ]
      },
      "raw_probability": 0.0684,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "388c9c1c86cef4d0adca2fe326cbf72afeab2bb8a36dabfa3f3251713e097395",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.0684,
        "probability": 0.000831,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000831,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e1db4ef91f1c0a70a7dc84768be8657bd21f8b5d5deeae95cc27546c37a2a157",
        "signature": {
          "alg": "ed25519",
          "sig": "1379a7cb56266e3a7c1c60f33455696d123c59bb4534416d0b87b7d210600491513b11fe958bf4c046a193287b466b64878a24ff2e0f68cb9f35978f86a4b70f"
        }
      },
      "receipt_sha256": "e1db4ef91f1c0a70a7dc84768be8657bd21f8b5d5deeae95cc27546c37a2a157"
    },
    {
      "storm_id": "232002",
      "lat": 31.4433,
      "lon": -108.7044,
      "motion_east": 4.7,
      "motion_south": 4.5,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1539.0,
      "ebshear": 19.0,
      "srh01": 23.0,
      "maxllaz": 0.001,
      "mesh": 0.32,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 23.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.1177
        },
        {
          "name": "alignment",
          "value": 3.4105
        },
        {
          "name": "tau",
          "value": 1.4627
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0674
      },
      "coherence_score": 1.4626715183258057,
      "coherence_diagnostics": {
        "tau": 1.4626715183258057,
        "grad_tau": 0.42248955368995667,
        "torsion": 0.0,
        "alignment": 3.4104809761047363,
        "S_field": 1.0577031373977661,
        "Gamma_field": 0.8348767161369324,
        "S_over_Gamma": 1.266897439956665,
        "Da": 51.80251693725586,
        "E_coh": 0.9138268828392029,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -108.74,
              31.49
            ],
            [
              -108.68,
              31.49
            ],
            [
              -108.65,
              31.43
            ],
            [
              -108.66,
              31.41
            ],
            [
              -108.68,
              31.42
            ],
            [
              -108.71,
              31.42
            ],
            [
              -108.73,
              31.4
            ],
            [
              -108.75,
              31.44
            ],
            [
              -108.74,
              31.49
            ]
          ]
        ]
      },
      "raw_probability": 0.0674,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "f4e4b259748ee9c961915a8cc39daa9d15ea3735b050a28b10adff828cdb2e0c",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.0674,
        "probability": 0.000831,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000831,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "db491e2fa55d72c5ebe7185a22df7a989e860a934666d41118467b936c5a13c8",
        "signature": {
          "alg": "ed25519",
          "sig": "ff954e92c75ce1c51263d0b9e923afdaea7221d36890b1b287fdf2ba647b8bf3281546da7218e3c740d47606b9f1d46db1725e64e0952398292d88a9d63d1203"
        }
      },
      "receipt_sha256": "db491e2fa55d72c5ebe7185a22df7a989e860a934666d41118467b936c5a13c8"
    },
    {
      "storm_id": "232053",
      "lat": 32.8046,
      "lon": -86.4746,
      "motion_east": 5.7,
      "motion_south": 0.5,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3907.0,
      "ebshear": 18.0,
      "srh01": 10.0,
      "maxllaz": 0.004,
      "mesh": 0.08,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 10.0
        },
        {
          "name": "hrrr_pwat",
          "value": 56.9927
        },
        {
          "name": "alignment",
          "value": 7.3894
        },
        {
          "name": "tau",
          "value": 2.0078
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0647
      },
      "coherence_score": 2.0078227519989014,
      "coherence_diagnostics": {
        "tau": 2.0078227519989014,
        "grad_tau": 0.5033531188964844,
        "torsion": 0.0,
        "alignment": 7.389353275299072,
        "S_field": 0.9205187559127808,
        "Gamma_field": 0.2990433871746063,
        "S_over_Gamma": 3.0782113075256348,
        "Da": 18.631452560424805,
        "E_coh": 0.8085423707962036,
        "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": [
          [
            [
              -86.46,
              32.85
            ],
            [
              -86.44,
              32.85
            ],
            [
              -86.43,
              32.83
            ],
            [
              -86.43,
              32.79
            ],
            [
              -86.44,
              32.77
            ],
            [
              -86.46,
              32.77
            ],
            [
              -86.49,
              32.75
            ],
            [
              -86.52,
              32.75
            ],
            [
              -86.54,
              32.77
            ],
            [
              -86.54,
              32.8
            ],
            [
              -86.49,
              32.84
            ],
            [
              -86.47,
              32.84
            ],
            [
              -86.46,
              32.85
            ]
          ]
        ]
      },
      "raw_probability": 0.0647,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "78fd74a6c0f9e62e084b7d4a354caeb8acc26876530f84b2d47c52d207f2ef67",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.0647,
        "probability": 0.000831,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000831,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "fe96589a8f988dfdc3d7f1937979eb12c8f7f415852f3de110aacbedafdb37b3",
        "signature": {
          "alg": "ed25519",
          "sig": "839f4f48dccb2c383dd947ffa0c631ff3d167acdbefcf998fabde23f7903dd94de06d8bf657df69d51b6095879ef8a07eba16d4b7191f1b7a59cc018309df607"
        }
      },
      "receipt_sha256": "fe96589a8f988dfdc3d7f1937979eb12c8f7f415852f3de110aacbedafdb37b3"
    },
    {
      "storm_id": "232027",
      "lat": 41.8778,
      "lon": -103.7744,
      "motion_east": 9.2,
      "motion_south": 8.3,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 641.0,
      "ebshear": 42.0,
      "srh01": 2.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 2.0
        },
        {
          "name": "hrrr_pwat",
          "value": 13.8677
        },
        {
          "name": "alignment",
          "value": 0.5107
        },
        {
          "name": "tau",
          "value": 0.2848
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0639
      },
      "coherence_score": 0.28483718633651733,
      "coherence_diagnostics": {
        "tau": 0.28483718633651733,
        "grad_tau": 0.028230290859937668,
        "torsion": 0.0,
        "alignment": 0.5107176899909973,
        "S_field": 0.09164765477180481,
        "Gamma_field": 0.9482100605964661,
        "S_over_Gamma": 0.09665332734584808,
        "Da": 55.7406005859375,
        "E_coh": 0.24311858415603638,
        "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": [
          [
            [
              -103.8,
              41.91
            ],
            [
              -103.74,
              41.91
            ],
            [
              -103.73,
              41.9
            ],
            [
              -103.73,
              41.87
            ],
            [
              -103.76,
              41.83
            ],
            [
              -103.79,
              41.83
            ],
            [
              -103.81,
              41.84
            ],
            [
              -103.81,
              41.9
            ],
            [
              -103.8,
              41.91
            ]
          ]
        ]
      },
      "raw_probability": 0.0639,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "af3c1e3b9ef7bf2fd93ba705706598f2f63836a5b226e2e975b6528bffe12d56",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.0639,
        "probability": 0.000831,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000831,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "724c11487f8f213e3708128bd4da222955bbb0724f7404a7ab465ce61d15cf8f",
        "signature": {
          "alg": "ed25519",
          "sig": "60381c9d16e24b31fac504e33df463c7f5310543111020c08e9e507622371673a561367cdd2b8e1ff4cd21dddc7762c390c52a3c85b8b0b58310cf3309f13a00"
        }
      },
      "receipt_sha256": "724c11487f8f213e3708128bd4da222955bbb0724f7404a7ab465ce61d15cf8f"
    },
    {
      "storm_id": "231797",
      "lat": 31.9617,
      "lon": -109.6871,
      "motion_east": 6.1,
      "motion_south": 7.0,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 703.0,
      "ebshear": 24.0,
      "srh01": 25.0,
      "maxllaz": 0.007,
      "mesh": 0.07,
      "flash_rate": 6.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 25.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.7427
        },
        {
          "name": "alignment",
          "value": 1.2519
        },
        {
          "name": "tau",
          "value": 1.0052
        },
        {
          "name": "maxllaz",
          "value": 0.007
        }
      ],
      "model_scores": {
        "gbt_prob": 0.063
      },
      "coherence_score": 1.0051734447479248,
      "coherence_diagnostics": {
        "tau": 1.0051734447479248,
        "grad_tau": 0.34492287039756775,
        "torsion": 0.0,
        "alignment": 1.2518947124481201,
        "S_field": 0.9874566197395325,
        "Gamma_field": 0.7423767447471619,
        "S_over_Gamma": 1.3301286697387695,
        "Da": 45.56052017211914,
        "E_coh": 0.9969232082366943,
        "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": [
          [
            [
              -109.71,
              32.08
            ],
            [
              -109.7,
              32.07
            ],
            [
              -109.67,
              32.07
            ],
            [
              -109.65,
              32.06
            ],
            [
              -109.61,
              32.02
            ],
            [
              -109.6,
              32.02
            ],
            [
              -109.59,
              31.99
            ],
            [
              -109.56,
              31.95
            ],
            [
              -109.56,
              31.93
            ],
            [
              -109.59,
              31.87
            ],
            [
              -109.68,
              31.87
            ],
            [
              -109.72,
              31.84
            ],
            [
              -109.78,
              31.84
            ],
            [
              -109.79,
              31.86
            ],
            [
              -109.78,
              31.88
            ],
            [
              -109.77,
              31.88
            ],
            [
              -109.75,
              31.9
            ],
            [
              -109.75,
              31.92
            ],
            [
              -109.71,
              31.92
            ],
            [
              -109.67,
              31.96
            ],
            [
              -109.68,
              31.98
            ],
            [
              -109.73,
              32.02
            ],
            [
              -109.73,
              32.07
            ],
            [
              -109.71,
              32.08
            ]
          ]
        ]
      },
      "raw_probability": 0.063,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "324f5ab510e090b5edaaca3d228f99b86f39528fd976d6947597e7212928171f",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.063,
        "probability": 0.000831,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000831,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7421e12ccd278eae43562f5eb018a5860d64b92315ce23a4a350838bdadafca1",
        "signature": {
          "alg": "ed25519",
          "sig": "bd5166ab8c568e4850f6321a5c77ba0813da17913c07f1cbe606446a8d1bb9630c2efaa6102cd0b4395d1b897fdf07cd9dba91f2a15314d41ff6dfc8350c040f"
        }
      },
      "receipt_sha256": "7421e12ccd278eae43562f5eb018a5860d64b92315ce23a4a350838bdadafca1"
    },
    {
      "storm_id": "231862",
      "lat": 34.0678,
      "lon": -102.2494,
      "motion_east": 6.7,
      "motion_south": 7.3,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2320.0,
      "ebshear": 30.0,
      "srh01": 20.0,
      "maxllaz": 0.006,
      "mesh": 0.4,
      "flash_rate": 30.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 20.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.8677
        },
        {
          "name": "alignment",
          "value": -0.8446
        },
        {
          "name": "tau",
          "value": 0.5509
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0622
      },
      "coherence_score": 0.5509300231933594,
      "coherence_diagnostics": {
        "tau": 0.5509300231933594,
        "grad_tau": 0.07536573708057404,
        "torsion": 0.0,
        "alignment": -0.8446058034896851,
        "S_field": 0.37187910079956055,
        "Gamma_field": 0.7032100558280945,
        "S_over_Gamma": 0.5288307666778564,
        "Da": 44.41098403930664,
        "E_coh": 0.8380664587020874,
        "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": [
          [
            [
              -102.34,
              34.14
            ],
            [
              -102.3,
              34.14
            ],
            [
              -102.24,
              34.1
            ],
            [
              -102.22,
              34.11
            ],
            [
              -102.15,
              34.11
            ],
            [
              -102.09,
              34.06
            ],
            [
              -102.09,
              34.0
            ],
            [
              -102.12,
              33.98
            ],
            [
              -102.16,
              33.98
            ],
            [
              -102.22,
              34.03
            ],
            [
              -102.25,
              34.03
            ],
            [
              -102.26,
              34.02
            ],
            [
              -102.29,
              34.05
            ],
            [
              -102.32,
              34.05
            ],
            [
              -102.36,
              34.07
            ],
            [
              -102.37,
              34.09
            ],
            [
              -102.37,
              34.12
            ],
            [
              -102.34,
              34.14
            ]
          ]
        ]
      },
      "raw_probability": 0.0622,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "a32265c1a0108725e0390a4ebaffc76b2613e4a0c328d9bd8b17d5d016d7262f",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.0622,
        "probability": 0.000831,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000831,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "bfd27f5932bbb6e4236031dfb4a7551266153ecd55e6f3feeee985f90966c73d",
        "signature": {
          "alg": "ed25519",
          "sig": "22aa31383dc1036701be7233bbdc06dbfa7429d387eb02404b00fe791d8432ed08145e786573c4e05276b633e29684f3169faa3eebf545fda2906fe0a55adf05"
        }
      },
      "receipt_sha256": "bfd27f5932bbb6e4236031dfb4a7551266153ecd55e6f3feeee985f90966c73d"
    },
    {
      "storm_id": "231869",
      "lat": 31.274,
      "lon": -81.272,
      "motion_east": 3.7,
      "motion_south": 1.0,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3121.0,
      "ebshear": 18.0,
      "srh01": 17.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 17.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.8677
        },
        {
          "name": "alignment",
          "value": 1.0122
        },
        {
          "name": "tau",
          "value": 3.4591
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0621
      },
      "coherence_score": 3.4590582847595215,
      "coherence_diagnostics": {
        "tau": 3.4590582847595215,
        "grad_tau": 0.487059623003006,
        "torsion": 0.0,
        "alignment": 1.012171745300293,
        "S_field": 1.6536895036697388,
        "Gamma_field": 0.1915433704853058,
        "S_over_Gamma": 8.633499145507812,
        "Da": 12.563098907470703,
        "E_coh": 0.959337055683136,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.31,
              31.31
            ],
            [
              -81.29,
              31.3
            ],
            [
              -81.28,
              31.31
            ],
            [
              -81.24,
              31.31
            ],
            [
              -81.22,
              31.27
            ],
            [
              -81.22,
              31.24
            ],
            [
              -81.25,
              31.22
            ],
            [
              -81.29,
              31.22
            ],
            [
              -81.31,
              31.25
            ],
            [
              -81.31,
              31.31
            ]
          ]
        ]
      },
      "raw_probability": 0.0621,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "8f786d366bb17f8c4cf9b96024dffd4800056afd815471900e5df8a2db30e851",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.0621,
        "probability": 0.000831,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000831,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "32d9a6c3bb910fe274a96eb4c584ae8ed0ea92f40fb60c608c7287d241d08efd",
        "signature": {
          "alg": "ed25519",
          "sig": "f2894a3ee6cd7c36d509a6ccf9e7d27c5d808644dbcfd385d39ff30379b1676a87dd7cfca006c02878f71e0236adf4ff4d796124f3f042aef9f1fc8ab3ccbb0a"
        }
      },
      "receipt_sha256": "32d9a6c3bb910fe274a96eb4c584ae8ed0ea92f40fb60c608c7287d241d08efd"
    },
    {
      "storm_id": "231568",
      "lat": 48.68,
      "lon": -76.6009,
      "motion_east": 1.0,
      "motion_south": 0.3,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 384.0,
      "ebshear": 14.0,
      "srh01": 83.0,
      "maxllaz": 0.004,
      "mesh": 0.18,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 83.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.9927
        },
        {
          "name": "alignment",
          "value": -1.1997
        },
        {
          "name": "tau",
          "value": 0.2726
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.062
      },
      "coherence_score": 0.2726333737373352,
      "coherence_diagnostics": {
        "tau": 0.2726333737373352,
        "grad_tau": 0.22413013875484467,
        "torsion": 0.0,
        "alignment": -1.199718952178955,
        "S_field": 0.2038150429725647,
        "Gamma_field": 0.5232100486755371,
        "S_over_Gamma": 0.3895472586154938,
        "Da": 31.01061248779297,
        "E_coh": 0.44736453890800476,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -76.58,
              48.72
            ],
            [
              -76.56,
              48.71
            ],
            [
              -76.57,
              48.66
            ],
            [
              -76.59,
              48.64
            ],
            [
              -76.63,
              48.64
            ],
            [
              -76.64,
              48.65
            ],
            [
              -76.64,
              48.67
            ],
            [
              -76.63,
              48.68
            ],
            [
              -76.61,
              48.68
            ],
            [
              -76.58,
              48.71
            ],
            [
              -76.58,
              48.72
            ]
          ]
        ]
      },
      "raw_probability": 0.062,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "4d9d66d016568b43f359fc8165811ece208fd370669b2631b3aa1e8012aa996e",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.062,
        "probability": 0.000831,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000831,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4763a67b472963efb37cf2524e271096e2cbe882c8400fb7a159ffbb4af84705",
        "signature": {
          "alg": "ed25519",
          "sig": "24bef0834b9dcdb3daffe4fa2b4307ba8ad7fed25c84becfd625bd9c9ae7cd40c6c9172d578031ebed9038572ac1c54485487218ead08fc41fe4a159036c5d08"
        }
      },
      "receipt_sha256": "4763a67b472963efb37cf2524e271096e2cbe882c8400fb7a159ffbb4af84705"
    },
    {
      "storm_id": "231967",
      "lat": 48.6158,
      "lon": -76.7742,
      "motion_east": 0.1,
      "motion_south": 0.7,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 357.0,
      "ebshear": 13.0,
      "srh01": 85.0,
      "maxllaz": 0.003,
      "mesh": 0.2,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 85.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.9927
        },
        {
          "name": "alignment",
          "value": -1.1997
        },
        {
          "name": "tau",
          "value": 0.2726
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0617
      },
      "coherence_score": 0.2726333737373352,
      "coherence_diagnostics": {
        "tau": 0.2726333737373352,
        "grad_tau": 0.22413013875484467,
        "torsion": 0.0,
        "alignment": -1.199718952178955,
        "S_field": 0.2038150429725647,
        "Gamma_field": 0.5232100486755371,
        "S_over_Gamma": 0.3895472586154938,
        "Da": 31.01061248779297,
        "E_coh": 0.44736453890800476,
        "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": [
          [
            [
              -76.77,
              48.66
            ],
            [
              -76.74,
              48.66
            ],
            [
              -76.73,
              48.64
            ],
            [
              -76.73,
              48.61
            ],
            [
              -76.74,
              48.59
            ],
            [
              -76.76,
              48.59
            ],
            [
              -76.79,
              48.57
            ],
            [
              -76.81,
              48.57
            ],
            [
              -76.82,
              48.58
            ],
            [
              -76.82,
              48.62
            ],
            [
              -76.81,
              48.64
            ],
            [
              -76.77,
              48.66
            ]
          ]
        ]
      },
      "raw_probability": 0.0617,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "10bc17d688b99839c004f31f54bc180b877c9ec431773ef2aaab99281e028b24",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.0617,
        "probability": 0.000831,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000831,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "295ea68f4333893af4301a4178e9b59de017c7045432e7cbcb938489c9b0182f",
        "signature": {
          "alg": "ed25519",
          "sig": "bed28c2f3ee91b688d65a1b8ce3cee0eceba3f93cbf3cc01dc918658f737515629f81eacae5521e934c542f1a9a19c09bec18a2bb957ed362477aab9e170be08"
        }
      },
      "receipt_sha256": "295ea68f4333893af4301a4178e9b59de017c7045432e7cbcb938489c9b0182f"
    },
    {
      "storm_id": "231972",
      "lat": 47.9667,
      "lon": -76.8611,
      "motion_east": 3.7,
      "motion_south": 1.0,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 484.0,
      "ebshear": 12.0,
      "srh01": 72.0,
      "maxllaz": 0.001,
      "mesh": 0.49,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 72.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.4927
        },
        {
          "name": "alignment",
          "value": -1.727
        },
        {
          "name": "tau",
          "value": 0.4204
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0613
      },
      "coherence_score": 0.4203556180000305,
      "coherence_diagnostics": {
        "tau": 0.4203556180000305,
        "grad_tau": 0.1750284731388092,
        "torsion": 1.256933224169643e-09,
        "alignment": -1.7269973754882812,
        "S_field": 0.1662811040878296,
        "Gamma_field": 0.685710072517395,
        "S_over_Gamma": 0.24249476194381714,
        "Da": 42.646202087402344,
        "E_coh": 0.24677246809005737,
        "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": [
          [
            [
              -76.87,
              48.0
            ],
            [
              -76.83,
              48.0
            ],
            [
              -76.82,
              47.99
            ],
            [
              -76.82,
              47.95
            ],
            [
              -76.86,
              47.92
            ],
            [
              -76.88,
              47.92
            ],
            [
              -76.9,
              47.94
            ],
            [
              -76.9,
              47.98
            ],
            [
              -76.87,
              48.0
            ]
          ]
        ]
      },
      "raw_probability": 0.0613,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "3e4ce10e61ad540220d7cf3dde40f7df3223e57759e5f1ecf5c55d57373cee12",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.0613,
        "probability": 0.000831,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000831,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "36e33e4ee14ab9eeeeadbcd206f42f9684d3d505b50aab50ccc36231dafb8338",
        "signature": {
          "alg": "ed25519",
          "sig": "861990119b051da27cdfb91151b5c55d8377b3a13df7aaf0dd057a68d0fc6f30df6a6beb02a4bb298d3b3cde8876151d61bcb57e6197ce6e20b63f06f1407f08"
        }
      },
      "receipt_sha256": "36e33e4ee14ab9eeeeadbcd206f42f9684d3d505b50aab50ccc36231dafb8338"
    },
    {
      "storm_id": "231703",
      "lat": 48.2089,
      "lon": -77.0589,
      "motion_east": 2.1,
      "motion_south": 2.0,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 410.0,
      "ebshear": 13.0,
      "srh01": 72.0,
      "maxllaz": 0.003,
      "mesh": 0.03,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 72.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.9927
        },
        {
          "name": "alignment",
          "value": -1.1997
        },
        {
          "name": "tau",
          "value": 0.2726
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0607
      },
      "coherence_score": 0.2726333737373352,
      "coherence_diagnostics": {
        "tau": 0.2726333737373352,
        "grad_tau": 0.22413013875484467,
        "torsion": 0.0,
        "alignment": -1.199718952178955,
        "S_field": 0.2038150429725647,
        "Gamma_field": 0.5232100486755371,
        "S_over_Gamma": 0.3895472586154938,
        "Da": 31.01061248779297,
        "E_coh": 0.44736453890800476,
        "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": [
          [
            [
              -77.08,
              48.28
            ],
            [
              -77.07,
              48.27
            ],
            [
              -77.02,
              48.28
            ],
            [
              -77.0,
              48.27
            ],
            [
              -77.0,
              48.25
            ],
            [
              -76.99,
              48.24
            ],
            [
              -76.97,
              48.24
            ],
            [
              -76.96,
              48.22
            ],
            [
              -76.97,
              48.21
            ],
            [
              -76.96,
              48.15
            ],
            [
              -76.99,
              48.11
            ],
            [
              -76.99,
              48.1
            ],
            [
              -77.01,
              48.09
            ],
            [
              -77.06,
              48.09
            ],
            [
              -77.07,
              48.1
            ],
            [
              -77.04,
              48.16
            ],
            [
              -77.06,
              48.2
            ],
            [
              -77.09,
              48.2
            ],
            [
              -77.1,
              48.21
            ],
            [
              -77.18,
              48.21
            ],
            [
              -77.19,
              48.2
            ],
            [
              -77.19,
              48.25
            ],
            [
              -77.16,
              48.24
            ],
            [
              -77.14,
              48.25
            ],
            [
              -77.13,
              48.27
            ],
            [
              -77.09,
              48.27
            ],
            [
              -77.08,
              48.28
            ]
          ]
        ]
      },
      "raw_probability": 0.0607,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "a05859cd372b623b108d7b5ec57baa0c9b9323378bba46753341ff13a042c815",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.0607,
        "probability": 0.000831,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000831,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "91ecfe465ae45d1b4fbfe04180f64a59069c84e97d42af82e1cd4fd3586b0163",
        "signature": {
          "alg": "ed25519",
          "sig": "e2c92ab24e3a888ffc8e837d49fc523ac8119ddded34b1bc48f1535f75b328ed2d0de7ae4992542f3670027578ccd01317167fb9ff7add1b256aa638a4c3a205"
        }
      },
      "receipt_sha256": "91ecfe465ae45d1b4fbfe04180f64a59069c84e97d42af82e1cd4fd3586b0163"
    },
    {
      "storm_id": "232085",
      "lat": 48.8208,
      "lon": -77.0023,
      "motion_east": 0.0,
      "motion_south": 0.0,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 574.0,
      "ebshear": 21.0,
      "srh01": 47.0,
      "maxllaz": 0.003,
      "mesh": 0.18,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 47.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.6177
        },
        {
          "name": "alignment",
          "value": -0.5677
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0595
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.2726333737373352,
        "torsion": 0.0,
        "alignment": -0.5676956176757812,
        "S_field": 0.27226799726486206,
        "Gamma_field": 0.6123767495155334,
        "S_over_Gamma": 0.4446086585521698,
        "Da": 37.068702697753906,
        "E_coh": 0.08530024439096451,
        "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": [
          [
            [
              -76.87,
              48.92
            ],
            [
              -76.86,
              48.91
            ],
            [
              -76.86,
              48.89
            ],
            [
              -76.9,
              48.87
            ],
            [
              -76.9,
              48.83
            ],
            [
              -76.92,
              48.81
            ],
            [
              -76.92,
              48.79
            ],
            [
              -76.94,
              48.77
            ],
            [
              -76.96,
              48.76
            ],
            [
              -76.99,
              48.76
            ],
            [
              -77.0,
              48.75
            ],
            [
              -77.11,
              48.75
            ],
            [
              -77.14,
              48.73
            ],
            [
              -77.2,
              48.73
            ],
            [
              -77.17,
              48.77
            ],
            [
              -77.17,
              48.79
            ],
            [
              -77.14,
              48.82
            ],
            [
              -77.12,
              48.82
            ],
            [
              -77.11,
              48.83
            ],
            [
              -77.09,
              48.83
            ],
            [
              -77.08,
              48.82
            ],
            [
              -77.01,
              48.82
            ],
            [
              -76.93,
              48.86
            ],
            [
              -76.9,
              48.89
            ],
            [
              -76.9,
              48.9
            ],
            [
              -76.87,
              48.92
            ]
          ]
        ]
      },
      "raw_probability": 0.0595,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "76ff94b20d11a7c680c7ad08c3493239a48cb0dc98b773f5d077c29b5e9e71de",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.0595,
        "probability": 0.000813,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000813,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e7821dcbe66ba9e42fc9d6bb0f561d2dba95151392c1e2b575f2aac674e7cbac",
        "signature": {
          "alg": "ed25519",
          "sig": "3d61406c005dd0a78bcf1ff6d457729645821496260ba25d17a1d5e50b14fc96f4090f86cab109ba39995f59ff0ede9c1cba8d4f9762b68288e69f0e80723b0a"
        }
      },
      "receipt_sha256": "e7821dcbe66ba9e42fc9d6bb0f561d2dba95151392c1e2b575f2aac674e7cbac"
    },
    {
      "storm_id": "232071",
      "lat": 45.8389,
      "lon": -86.1244,
      "motion_east": 1.0,
      "motion_south": 1.3,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 641.0,
      "ebshear": 24.0,
      "srh01": 7.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 7.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.9927
        },
        {
          "name": "alignment",
          "value": 9.4776
        },
        {
          "name": "tau",
          "value": 0.7637
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0593
      },
      "coherence_score": 0.7637277841567993,
      "coherence_diagnostics": {
        "tau": 0.7637277841567993,
        "grad_tau": 0.16499121487140656,
        "torsion": 0.0,
        "alignment": 9.477557182312012,
        "S_field": 0.5621909499168396,
        "Gamma_field": 0.4115433692932129,
        "S_over_Gamma": 1.3660551309585571,
        "Da": 26.476652145385742,
        "E_coh": 0.44986939430236816,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -86.15,
              45.88
            ],
            [
              -86.1,
              45.88
            ],
            [
              -86.07,
              45.85
            ],
            [
              -86.07,
              45.81
            ],
            [
              -86.09,
              45.79
            ],
            [
              -86.15,
              45.79
            ],
            [
              -86.17,
              45.8
            ],
            [
              -86.17,
              45.87
            ],
            [
              -86.15,
              45.88
            ]
          ]
        ]
      },
      "raw_probability": 0.0593,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "22a42b7876758fc5e44e81574459a7954185663e12ec905cabef070b98a968d3",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.0593,
        "probability": 0.000813,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000813,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "872b2353e7f7e9ec21432a7eb3fe8ea63215075cc8f4defc319828379d63544e",
        "signature": {
          "alg": "ed25519",
          "sig": "9964779d2df1fe45758d171337e8049539f4f6a253329bd7fdd2415f524dbfd13b6bfe3b8c48820a4ab93b9f2ba0630b6d268208b9b828c76dfb8065c13a4c0b"
        }
      },
      "receipt_sha256": "872b2353e7f7e9ec21432a7eb3fe8ea63215075cc8f4defc319828379d63544e"
    },
    {
      "storm_id": "231861",
      "lat": 34.0325,
      "lon": -87.8405,
      "motion_east": 3.7,
      "motion_south": 1.0,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2088.0,
      "ebshear": 21.0,
      "srh01": 4.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 4.0
        },
        {
          "name": "hrrr_pwat",
          "value": 59.1177
        },
        {
          "name": "alignment",
          "value": 2.9601
        },
        {
          "name": "tau",
          "value": 2.0497
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0577
      },
      "coherence_score": 2.0497190952301025,
      "coherence_diagnostics": {
        "tau": 2.0497190952301025,
        "grad_tau": 0.47134503722190857,
        "torsion": 0.0,
        "alignment": 2.9600894451141357,
        "S_field": 0.6872448325157166,
        "Gamma_field": 0.40821006894111633,
        "S_over_Gamma": 1.6835567951202393,
        "Da": 25.804153442382812,
        "E_coh": 0.9231974482536316,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -87.84,
              34.11
            ],
            [
              -87.8,
              34.11
            ],
            [
              -87.75,
              34.08
            ],
            [
              -87.75,
              34.03
            ],
            [
              -87.77,
              34.02
            ],
            [
              -87.78,
              34.0
            ],
            [
              -87.79,
              34.0
            ],
            [
              -87.8,
              33.98
            ],
            [
              -87.82,
              33.97
            ],
            [
              -87.85,
              33.97
            ],
            [
              -87.87,
              33.98
            ],
            [
              -87.87,
              33.99
            ],
            [
              -87.89,
              34.01
            ],
            [
              -87.9,
              34.01
            ],
            [
              -87.9,
              34.03
            ],
            [
              -87.91,
              34.04
            ],
            [
              -87.9,
              34.05
            ],
            [
              -87.9,
              34.07
            ],
            [
              -87.88,
              34.09
            ],
            [
              -87.84,
              34.11
            ]
          ]
        ]
      },
      "raw_probability": 0.0577,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "39822baf8d3064ca53fa55f0ea681159bfcb3a4e3dbb56000d21814ee7b2dc9d",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.0577,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e1f1d1624b603b5fe139faee2d3a848333f4e9f5ac1db81f12c3d053c06c85e3",
        "signature": {
          "alg": "ed25519",
          "sig": "7c9ce7689738f83bdf166ede364e603975b675b03c21570d9cef490d23ba7afe9f6d66720be9cf2635b75caa4f6bdbf3c36e48409b74c1e7ce4f6ab0c2489b0d"
        }
      },
      "receipt_sha256": "e1f1d1624b603b5fe139faee2d3a848333f4e9f5ac1db81f12c3d053c06c85e3"
    },
    {
      "storm_id": "231173",
      "lat": 42.1074,
      "lon": -103.7274,
      "motion_east": 9.7,
      "motion_south": 8.9,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 583.0,
      "ebshear": 53.0,
      "srh01": 16.0,
      "maxllaz": 0.004,
      "mesh": 0.06,
      "flash_rate": 7.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 16.0
        },
        {
          "name": "hrrr_pwat",
          "value": 13.8677
        },
        {
          "name": "alignment",
          "value": 0.5107
        },
        {
          "name": "tau",
          "value": 0.2848
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0574
      },
      "coherence_score": 0.28483718633651733,
      "coherence_diagnostics": {
        "tau": 0.28483718633651733,
        "grad_tau": 0.028230290859937668,
        "torsion": 0.0,
        "alignment": 0.5107176899909973,
        "S_field": 0.09164765477180481,
        "Gamma_field": 0.9482100605964661,
        "S_over_Gamma": 0.09665332734584808,
        "Da": 55.7406005859375,
        "E_coh": 0.24311858415603638,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -103.73,
              42.19
            ],
            [
              -103.68,
              42.19
            ],
            [
              -103.66,
              42.18
            ],
            [
              -103.62,
              42.14
            ],
            [
              -103.62,
              42.09
            ],
            [
              -103.64,
              42.07
            ],
            [
              -103.66,
              42.07
            ],
            [
              -103.67,
              42.06
            ],
            [
              -103.71,
              42.05
            ],
            [
              -103.73,
              42.03
            ],
            [
              -103.73,
              42.01
            ],
            [
              -103.81,
              42.01
            ],
            [
              -103.84,
              42.06
            ],
            [
              -103.83,
              42.08
            ],
            [
              -103.83,
              42.13
            ],
            [
              -103.81,
              42.15
            ],
            [
              -103.77,
              42.17
            ],
            [
              -103.75,
              42.17
            ],
            [
              -103.73,
              42.19
            ]
          ]
        ]
      },
      "raw_probability": 0.0574,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "b244ccc08c4f6c4016ca0179237925e1cbfbf097f95f034ff65f07ed46532bbf",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.0574,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "020ac8122c6d9fb750dbc715c62ba1d1bb69d78eafce02ca92ce11541ffb1f54",
        "signature": {
          "alg": "ed25519",
          "sig": "86eae910fe4bfa0f0da5a895c4fabdb13111a90a963e841beb85cd8eb318bb6df8f818fd8cd4c9a327c54a866abd839e3d715c34413fc813700055c363b4ad03"
        }
      },
      "receipt_sha256": "020ac8122c6d9fb750dbc715c62ba1d1bb69d78eafce02ca92ce11541ffb1f54"
    },
    {
      "storm_id": "231636",
      "lat": 49.1155,
      "lon": -78.0327,
      "motion_east": 2.7,
      "motion_south": 1.4,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 880.0,
      "ebshear": 24.0,
      "srh01": 41.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 41.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.2427
        },
        {
          "name": "alignment",
          "value": 4.8073
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0569
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.37570518255233765,
        "torsion": 0.0,
        "alignment": 4.807304382324219,
        "S_field": 0.24711862206459045,
        "Gamma_field": 0.41071003675460815,
        "S_over_Gamma": 0.6016863584518433,
        "Da": 23.776302337646484,
        "E_coh": 0.4517539441585541,
        "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": [
          [
            [
              -78.15,
              49.25
            ],
            [
              -78.02,
              49.25
            ],
            [
              -77.94,
              49.2
            ],
            [
              -77.89,
              49.2
            ],
            [
              -77.88,
              49.19
            ],
            [
              -77.83,
              49.2
            ],
            [
              -77.8,
              49.18
            ],
            [
              -77.8,
              49.14
            ],
            [
              -77.82,
              49.12
            ],
            [
              -77.85,
              49.12
            ],
            [
              -77.86,
              49.13
            ],
            [
              -77.92,
              49.13
            ],
            [
              -77.93,
              49.12
            ],
            [
              -77.97,
              49.12
            ],
            [
              -78.0,
              49.14
            ],
            [
              -78.02,
              49.14
            ],
            [
              -78.06,
              49.16
            ],
            [
              -78.1,
              49.19
            ],
            [
              -78.13,
              49.16
            ],
            [
              -78.13,
              49.15
            ],
            [
              -78.1,
              49.12
            ],
            [
              -78.04,
              49.09
            ],
            [
              -78.02,
              49.09
            ],
            [
              -78.01,
              49.08
            ],
            [
              -77.97,
              49.08
            ],
            [
              -77.94,
              49.1
            ],
            [
              -77.92,
              49.09
            ],
            [
              -77.91,
              49.07
            ],
            [
              -77.92,
              49.03
            ],
            [
              -77.96,
              48.99
            ],
            [
              -77.98,
              48.99
            ],
            [
              -77.99,
              48.98
            ],
            [
              -78.05,
              48.98
            ],
            [
              -78.06,
              48.97
            ],
            [
              -78.09,
              48.99
            ],
            [
              -78.12,
              48.99
            ],
            [
              -78.15,
              49.02
            ],
            [
              -78.16,
              49.02
            ],
            [
              -78.19,
              49.05
            ],
            [
              -78.2,
              49.05
            ],
            [
              -78.22,
              49.08
            ],
            [
              -78.22,
              49.12
            ],
            [
              -78.2,
              49.14
            ],
            [
              -78.2,
              49.16
            ],
            [
              -78.19,
              49.17
            ],
            [
              -78.19,
              49.21
            ],
            [
              -78.18,
              49.23
            ],
            [
              -78.17,
              49.23
            ],
            [
              -78.15,
              49.25
            ]
          ]
        ]
      },
      "raw_probability": 0.0569,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "1469e6e4f061c16d570546d98c9b0ceb96718c5b9bce45af4fe05272305279b3",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.0569,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "901b3243d84ec7e77cad5342e51ed7624713bf62ea447d4ffb318005b68dd647",
        "signature": {
          "alg": "ed25519",
          "sig": "782f615f17a06f90a6d92d0136f6aad58a6f802a1dfe191095e68e8a35aa74b834ce1edc4e179e5b338ee6f69d5efba82f93ecba52fa60061f210294d37d5704"
        }
      },
      "receipt_sha256": "901b3243d84ec7e77cad5342e51ed7624713bf62ea447d4ffb318005b68dd647"
    },
    {
      "storm_id": "232003",
      "lat": 31.1018,
      "lon": -108.0391,
      "motion_east": 3.7,
      "motion_south": 1.0,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1779.0,
      "ebshear": 19.0,
      "srh01": 24.0,
      "maxllaz": 0.001,
      "mesh": 0.13,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 24.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.4927
        },
        {
          "name": "alignment",
          "value": 1.9643
        },
        {
          "name": "tau",
          "value": 1.7897
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0565
      },
      "coherence_score": 1.7897487878799438,
      "coherence_diagnostics": {
        "tau": 1.7897487878799438,
        "grad_tau": 0.532097339630127,
        "torsion": 0.0,
        "alignment": 1.964270830154419,
        "S_field": 1.4813381433486938,
        "Gamma_field": 0.6398767232894897,
        "S_over_Gamma": 2.3150367736816406,
        "Da": 40.105350494384766,
        "E_coh": 0.9974997043609619,
        "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": [
          [
            [
              -108.03,
              31.14
            ],
            [
              -107.99,
              31.12
            ],
            [
              -108.0,
              31.11
            ],
            [
              -107.99,
              31.07
            ],
            [
              -108.01,
              31.05
            ],
            [
              -108.08,
              31.05
            ],
            [
              -108.09,
              31.07
            ],
            [
              -108.09,
              31.11
            ],
            [
              -108.08,
              31.13
            ],
            [
              -108.04,
              31.13
            ],
            [
              -108.03,
              31.14
            ]
          ]
        ]
      },
      "raw_probability": 0.0565,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "69ec93db02f30ed1efa3821084a4c2826d57f0f4c4612d7e264b8bd936a0cafe",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.0565,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8f580b683ed9877e030035f7409474518568b15d281cbd3bff9a7953f6126b30",
        "signature": {
          "alg": "ed25519",
          "sig": "363ae119f1287d9fa2744995ed5914d0af8b33af3db1b5fc7ab71937785dbd241088321e53e76ddde9fe62d463963f3b2971268eb625eb3b2b841f79c1133b07"
        }
      },
      "receipt_sha256": "8f580b683ed9877e030035f7409474518568b15d281cbd3bff9a7953f6126b30"
    },
    {
      "storm_id": "231349",
      "lat": 48.9718,
      "lon": -78.3609,
      "motion_east": 2.7,
      "motion_south": 1.4,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1328.0,
      "ebshear": 26.0,
      "srh01": 54.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 54.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.2427
        },
        {
          "name": "alignment",
          "value": 4.8073
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0564
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.37570518255233765,
        "torsion": 0.0,
        "alignment": 4.807304382324219,
        "S_field": 0.24711862206459045,
        "Gamma_field": 0.41071003675460815,
        "S_over_Gamma": 0.6016863584518433,
        "Da": 23.776302337646484,
        "E_coh": 0.4517539441585541,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -78.31,
              49.01
            ],
            [
              -78.27,
              48.99
            ],
            [
              -78.27,
              48.95
            ],
            [
              -78.36,
              48.95
            ],
            [
              -78.39,
              48.93
            ],
            [
              -78.42,
              48.93
            ],
            [
              -78.44,
              48.94
            ],
            [
              -78.44,
              48.99
            ],
            [
              -78.42,
              49.0
            ],
            [
              -78.34,
              48.99
            ],
            [
              -78.31,
              49.01
            ]
          ]
        ]
      },
      "raw_probability": 0.0564,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "dae9878ca777daead379f58a2af7792747117cffd3990e4d410a4b449e7a8489",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.0564,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9ac2c3368928b27c6ab501d3f8d991eb08ed947603337d926073e617c91a78a6",
        "signature": {
          "alg": "ed25519",
          "sig": "222732892203fdca2e035e244ccf1df03662abc6ce7ad7b94b61b25c5f29ff912e536025f1fcddb4feed9a1c8f936059d38f886c25134c0d7fcfddb5be1b4008"
        }
      },
      "receipt_sha256": "9ac2c3368928b27c6ab501d3f8d991eb08ed947603337d926073e617c91a78a6"
    },
    {
      "storm_id": "232097",
      "lat": 34.896,
      "lon": -105.881,
      "motion_east": 3.7,
      "motion_south": 1.0,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 873.0,
      "ebshear": 39.0,
      "srh01": 50.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 50.0
        },
        {
          "name": "hrrr_pwat",
          "value": 23.7427
        },
        {
          "name": "alignment",
          "value": 4.5736
        },
        {
          "name": "tau",
          "value": 0.3657
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0562
      },
      "coherence_score": 0.3656731843948364,
      "coherence_diagnostics": {
        "tau": 0.3656731843948364,
        "grad_tau": 0.10263288766145706,
        "torsion": 0.0,
        "alignment": 4.573633193969727,
        "S_field": 0.19078704714775085,
        "Gamma_field": 0.6848767399787903,
        "S_over_Gamma": 0.27857136726379395,
        "Da": 41.933780670166016,
        "E_coh": 0.3272557258605957,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -105.87,
              34.92
            ],
            [
              -105.84,
              34.92
            ],
            [
              -105.84,
              34.9
            ],
            [
              -105.87,
              34.87
            ],
            [
              -105.89,
              34.86
            ],
            [
              -105.91,
              34.88
            ],
            [
              -105.92,
              34.88
            ],
            [
              -105.92,
              34.9
            ],
            [
              -105.88,
              34.91
            ],
            [
              -105.87,
              34.92
            ]
          ]
        ]
      },
      "raw_probability": 0.0562,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "f548c40a96b668a9e85d1b302c6be3c55a34fbe5c9a834ac4af394169efba132",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.0562,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "04547d5a13c6edec867f9e34c0e11123273138d0e953674fff740f07c2f3f4a0",
        "signature": {
          "alg": "ed25519",
          "sig": "34fc7feccfe3dd8049c9e92a3d76d735022e2b7e588cefdc6d958faf4720c04d83fe33852d19fafe039001d0c11219703b197d591aed78673e405e5545cd7904"
        }
      },
      "receipt_sha256": "04547d5a13c6edec867f9e34c0e11123273138d0e953674fff740f07c2f3f4a0"
    },
    {
      "storm_id": "232091",
      "lat": 42.2362,
      "lon": -93.64,
      "motion_east": 2.2,
      "motion_south": 0.0,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 270.0,
      "ebshear": 25.0,
      "srh01": 17.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 17.0
        },
        {
          "name": "hrrr_pwat",
          "value": 29.2427
        },
        {
          "name": "alignment",
          "value": -0.84
        },
        {
          "name": "tau",
          "value": 0.9115
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0556
      },
      "coherence_score": 0.9115034937858582,
      "coherence_diagnostics": {
        "tau": 0.9115034937858582,
        "grad_tau": 0.16316424310207367,
        "torsion": 0.0,
        "alignment": -0.8400442600250244,
        "S_field": 0.1912422478199005,
        "Gamma_field": 0.23654337227344513,
        "S_over_Gamma": 0.8084869980812073,
        "Da": 12.599804878234863,
        "E_coh": 0.5011352300643921,
        "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": [
          [
            [
              -93.66,
              42.26
            ],
            [
              -93.62,
              42.26
            ],
            [
              -93.61,
              42.25
            ],
            [
              -93.61,
              42.21
            ],
            [
              -93.62,
              42.2
            ],
            [
              -93.67,
              42.2
            ],
            [
              -93.67,
              42.25
            ],
            [
              -93.66,
              42.26
            ]
          ]
        ]
      },
      "raw_probability": 0.0556,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "efaf72b363b2f2449fdd7555a6e8788bc13176eeb882c3a90d5179b1ca4f60c1",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.0556,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "76456f92398b3490b416aa58728b0a3ec5fe9f00e1f3a45e31b19b6aa6f698cd",
        "signature": {
          "alg": "ed25519",
          "sig": "21f2cb61ef0c07a2c18e8be65a4adf0ecd57e7f43e418b8228a9e57433e565a335ec4ffe5930294497f6083b43c4ee9d1182285bc6df095fcb13b0482b39bb00"
        }
      },
      "receipt_sha256": "76456f92398b3490b416aa58728b0a3ec5fe9f00e1f3a45e31b19b6aa6f698cd"
    },
    {
      "storm_id": "230278",
      "lat": 34.8262,
      "lon": -102.4808,
      "motion_east": 7.8,
      "motion_south": 7.7,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1193.0,
      "ebshear": 29.0,
      "srh01": 1.0,
      "maxllaz": 0.005,
      "mesh": 0.04,
      "flash_rate": 8.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 1.0
        },
        {
          "name": "hrrr_pwat",
          "value": 28.9927
        },
        {
          "name": "alignment",
          "value": -0.0938
        },
        {
          "name": "tau",
          "value": 0.5654
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0554
      },
      "coherence_score": 0.5653549432754517,
      "coherence_diagnostics": {
        "tau": 0.5653549432754517,
        "grad_tau": 0.07498905807733536,
        "torsion": 0.0,
        "alignment": -0.09376019239425659,
        "S_field": 0.3836730718612671,
        "Gamma_field": 0.5907100439071655,
        "S_over_Gamma": 0.6495116949081421,
        "Da": 36.5729866027832,
        "E_coh": 0.8431943655014038,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 5,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -102.49,
              34.86
            ],
            [
              -102.44,
              34.86
            ],
            [
              -102.42,
              34.85
            ],
            [
              -102.41,
              34.84
            ],
            [
              -102.41,
              34.8
            ],
            [
              -102.45,
              34.77
            ],
            [
              -102.52,
              34.77
            ],
            [
              -102.53,
              34.78
            ],
            [
              -102.53,
              34.82
            ],
            [
              -102.54,
              34.83
            ],
            [
              -102.52,
              34.85
            ],
            [
              -102.5,
              34.85
            ],
            [
              -102.49,
              34.86
            ]
          ]
        ]
      },
      "raw_probability": 0.0554,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "ce4fed515dc6f8f76ec268b777f7f938b8249b8a309983c0fa3ae2cc2107503d",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.0554,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e3b08aee306ae656b5c97b379640e9cc4b4d031deb60d5b4ef978f22f928219e",
        "signature": {
          "alg": "ed25519",
          "sig": "f105bfe046a9a8d9bf2300758f195e7da53b85a7cae68654c12d5c7e3591f2c4ac1db2eeadfe9e188aad53b719448526d8fea1f6c998b0befe91615342cd4b0c"
        }
      },
      "receipt_sha256": "e3b08aee306ae656b5c97b379640e9cc4b4d031deb60d5b4ef978f22f928219e"
    },
    {
      "storm_id": "231845",
      "lat": 34.541,
      "lon": -102.497,
      "motion_east": 8.5,
      "motion_south": 8.3,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1663.0,
      "ebshear": 28.0,
      "srh01": 4.0,
      "maxllaz": 0.003,
      "mesh": 0.59,
      "flash_rate": 79.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 4.0
        },
        {
          "name": "hrrr_pwat",
          "value": 28.9927
        },
        {
          "name": "alignment",
          "value": -0.0938
        },
        {
          "name": "tau",
          "value": 0.5654
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0551
      },
      "coherence_score": 0.5653549432754517,
      "coherence_diagnostics": {
        "tau": 0.5653549432754517,
        "grad_tau": 0.07498905807733536,
        "torsion": 0.0,
        "alignment": -0.09376019239425659,
        "S_field": 0.3836730718612671,
        "Gamma_field": 0.5907100439071655,
        "S_over_Gamma": 0.6495116949081421,
        "Da": 36.5729866027832,
        "E_coh": 0.8431943655014038,
        "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": [
          [
            [
              -102.46,
              34.66
            ],
            [
              -102.42,
              34.66
            ],
            [
              -102.4,
              34.64
            ],
            [
              -102.4,
              34.6
            ],
            [
              -102.39,
              34.59
            ],
            [
              -102.39,
              34.51
            ],
            [
              -102.43,
              34.47
            ],
            [
              -102.44,
              34.43
            ],
            [
              -102.47,
              34.39
            ],
            [
              -102.53,
              34.39
            ],
            [
              -102.58,
              34.42
            ],
            [
              -102.6,
              34.42
            ],
            [
              -102.65,
              34.47
            ],
            [
              -102.65,
              34.53
            ],
            [
              -102.6,
              34.57
            ],
            [
              -102.56,
              34.57
            ],
            [
              -102.52,
              34.59
            ],
            [
              -102.5,
              34.61
            ],
            [
              -102.49,
              34.64
            ],
            [
              -102.46,
              34.66
            ]
          ]
        ]
      },
      "raw_probability": 0.0551,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "2ac97d64dea7aebb198c744537ca5bcb01a329134f88780d4d99cbdfedefdf75",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.0551,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c66529319970807df6b00ad66eeb052a68725acd8b97a2d4590adf9642885bc3",
        "signature": {
          "alg": "ed25519",
          "sig": "d25d4aa79d954064622913232bbbb0335d5d08dd5d6c3135c8cca7201a916c9535b72970e10cc522febb9ec2583ea55958038614c4b94f70e8fddbcb080b1c08"
        }
      },
      "receipt_sha256": "c66529319970807df6b00ad66eeb052a68725acd8b97a2d4590adf9642885bc3"
    },
    {
      "storm_id": "231809",
      "lat": 44.3267,
      "lon": -89.7322,
      "motion_east": 3.7,
      "motion_south": 1.0,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 87.0,
      "ebshear": 29.0,
      "srh01": 24.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 24.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.9927
        },
        {
          "name": "alignment",
          "value": 6.1013
        },
        {
          "name": "tau",
          "value": 1.0507
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0541
      },
      "coherence_score": 1.0506770610809326,
      "coherence_diagnostics": {
        "tau": 1.0506770610809326,
        "grad_tau": 0.03564221039414406,
        "torsion": 0.0,
        "alignment": 6.101316452026367,
        "S_field": 0.4182370603084564,
        "Gamma_field": 0.1898767054080963,
        "S_over_Gamma": 2.202677011489868,
        "Da": 11.187932968139648,
        "E_coh": 0.5415955781936646,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -89.79,
              44.36
            ],
            [
              -89.78,
              44.35
            ],
            [
              -89.76,
              44.36
            ],
            [
              -89.72,
              44.36
            ],
            [
              -89.71,
              44.35
            ],
            [
              -89.67,
              44.35
            ],
            [
              -89.66,
              44.34
            ],
            [
              -89.64,
              44.34
            ],
            [
              -89.63,
              44.33
            ],
            [
              -89.63,
              44.28
            ],
            [
              -89.64,
              44.27
            ],
            [
              -89.76,
              44.27
            ],
            [
              -89.77,
              44.28
            ],
            [
              -89.79,
              44.28
            ],
            [
              -89.82,
              44.3
            ],
            [
              -89.82,
              44.35
            ],
            [
              -89.8,
              44.35
            ],
            [
              -89.79,
              44.36
            ]
          ]
        ]
      },
      "raw_probability": 0.0541,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "2e6b148bf5c2af31a3b65181e32d783e653c322820c02f11c10a71e04d2310c4",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.0541,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "50b59d7b80c38b56fc050e8ee6dbd3afb58d40c754ad4257a4f9baa423ef0bf5",
        "signature": {
          "alg": "ed25519",
          "sig": "f71825043483e66b6200b0e7ba8dadd2124a327a6d9b8d82c278c2bc46a7e991c9c732e62aaa2777bd6b421996c7a826ba5926baf577a6da4a45c058a512ea0b"
        }
      },
      "receipt_sha256": "50b59d7b80c38b56fc050e8ee6dbd3afb58d40c754ad4257a4f9baa423ef0bf5"
    },
    {
      "storm_id": "231590",
      "lat": 42.088,
      "lon": -93.855,
      "motion_east": 2.1,
      "motion_south": 0.0,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 152.0,
      "ebshear": 28.0,
      "srh01": 10.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 10.0
        },
        {
          "name": "hrrr_pwat",
          "value": 29.2427
        },
        {
          "name": "alignment",
          "value": -0.84
        },
        {
          "name": "tau",
          "value": 0.9115
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0539
      },
      "coherence_score": 0.9115034937858582,
      "coherence_diagnostics": {
        "tau": 0.9115034937858582,
        "grad_tau": 0.16316424310207367,
        "torsion": 0.0,
        "alignment": -0.8400442600250244,
        "S_field": 0.1912422478199005,
        "Gamma_field": 0.23654337227344513,
        "S_over_Gamma": 0.8084869980812073,
        "Da": 12.599804878234863,
        "E_coh": 0.5011352300643921,
        "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": [
          [
            [
              -93.78,
              42.19
            ],
            [
              -93.75,
              42.19
            ],
            [
              -93.73,
              42.18
            ],
            [
              -93.71,
              42.15
            ],
            [
              -93.71,
              42.12
            ],
            [
              -93.73,
              42.08
            ],
            [
              -93.78,
              42.05
            ],
            [
              -93.87,
              42.05
            ],
            [
              -93.9,
              42.02
            ],
            [
              -93.9,
              42.01
            ],
            [
              -93.93,
              41.97
            ],
            [
              -93.98,
              41.97
            ],
            [
              -93.99,
              41.98
            ],
            [
              -93.99,
              42.05
            ],
            [
              -93.98,
              42.07
            ],
            [
              -93.94,
              42.11
            ],
            [
              -93.9,
              42.12
            ],
            [
              -93.89,
              42.13
            ],
            [
              -93.86,
              42.13
            ],
            [
              -93.78,
              42.19
            ]
          ]
        ]
      },
      "raw_probability": 0.0539,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "35422dd7b9a55421c6363c29cb948c0e12144032ffc4e00ffbcf123fe88732cd",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.0539,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ae02b8c9833ce7063c2e77dbed84fe9761d01642f937baa421ccc0515d9bea0d",
        "signature": {
          "alg": "ed25519",
          "sig": "0b9c76776c9557c8759001b99d5700da483b771611d456f6181bef7aa1882ef02733cba2ca7a6a42ba78133ffdef3312654e676a1569c6798498a501bc632504"
        }
      },
      "receipt_sha256": "ae02b8c9833ce7063c2e77dbed84fe9761d01642f937baa421ccc0515d9bea0d"
    },
    {
      "storm_id": "231975",
      "lat": 42.0722,
      "lon": -93.6044,
      "motion_east": 2.2,
      "motion_south": 0.0,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 217.0,
      "ebshear": 27.0,
      "srh01": 12.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 12.0
        },
        {
          "name": "hrrr_pwat",
          "value": 29.2427
        },
        {
          "name": "alignment",
          "value": -0.84
        },
        {
          "name": "tau",
          "value": 0.9115
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0539
      },
      "coherence_score": 0.9115034937858582,
      "coherence_diagnostics": {
        "tau": 0.9115034937858582,
        "grad_tau": 0.16316424310207367,
        "torsion": 0.0,
        "alignment": -0.8400442600250244,
        "S_field": 0.1912422478199005,
        "Gamma_field": 0.23654337227344513,
        "S_over_Gamma": 0.8084869980812073,
        "Da": 12.599804878234863,
        "E_coh": 0.5011352300643921,
        "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": [
          [
            [
              -93.6,
              42.1
            ],
            [
              -93.57,
              42.09
            ],
            [
              -93.57,
              42.05
            ],
            [
              -93.58,
              42.03
            ],
            [
              -93.64,
              42.03
            ],
            [
              -93.64,
              42.07
            ],
            [
              -93.63,
              42.09
            ],
            [
              -93.61,
              42.09
            ],
            [
              -93.6,
              42.1
            ]
          ]
        ]
      },
      "raw_probability": 0.0539,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "35422dd7b9a55421c6363c29cb948c0e12144032ffc4e00ffbcf123fe88732cd",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.0539,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ae02b8c9833ce7063c2e77dbed84fe9761d01642f937baa421ccc0515d9bea0d",
        "signature": {
          "alg": "ed25519",
          "sig": "0b9c76776c9557c8759001b99d5700da483b771611d456f6181bef7aa1882ef02733cba2ca7a6a42ba78133ffdef3312654e676a1569c6798498a501bc632504"
        }
      },
      "receipt_sha256": "ae02b8c9833ce7063c2e77dbed84fe9761d01642f937baa421ccc0515d9bea0d"
    },
    {
      "storm_id": "231986",
      "lat": 31.426,
      "lon": -83.085,
      "motion_east": 3.7,
      "motion_south": 1.0,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1660.0,
      "ebshear": 14.0,
      "srh01": 19.0,
      "maxllaz": 0.002,
      "mesh": 0.17,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 19.0
        },
        {
          "name": "hrrr_pwat",
          "value": 60.1177
        },
        {
          "name": "alignment",
          "value": -1.454
        },
        {
          "name": "tau",
          "value": 2.5149
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0534
      },
      "coherence_score": 2.514902353286743,
      "coherence_diagnostics": {
        "tau": 2.514902353286743,
        "grad_tau": 0.10252810269594193,
        "torsion": 0.0,
        "alignment": -1.4539542198181152,
        "S_field": 0.1908562332391739,
        "Gamma_field": 0.8557100892066956,
        "S_over_Gamma": 0.2230384349822998,
        "Da": 52.881134033203125,
        "E_coh": 0.2601774334907532,
        "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": [
          [
            [
              -83.11,
              31.46
            ],
            [
              -83.1,
              31.45
            ],
            [
              -83.05,
              31.45
            ],
            [
              -83.04,
              31.44
            ],
            [
              -83.04,
              31.4
            ],
            [
              -83.06,
              31.37
            ],
            [
              -83.1,
              31.38
            ],
            [
              -83.12,
              31.4
            ],
            [
              -83.12,
              31.45
            ],
            [
              -83.11,
              31.46
            ]
          ]
        ]
      },
      "raw_probability": 0.0534,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "5dca48af6f5b77fb8d8c76b5f7f63fa00067d0a83636ad47b008e039f7699a15",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.0534,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0438063286bb14b9b2a375c89c3a70994e4a35e54135809ed2388bf314f83aeb",
        "signature": {
          "alg": "ed25519",
          "sig": "691f2117875765cdd853eee004b724aa604f6cb1407213dddfd2b6769d3e1529d2fe621acb3d1eab249b4f26b82e2d23d0889055bec7ec0b2ddb78f0c2964502"
        }
      },
      "receipt_sha256": "0438063286bb14b9b2a375c89c3a70994e4a35e54135809ed2388bf314f83aeb"
    },
    {
      "storm_id": "231279",
      "lat": 31.4455,
      "lon": -83.3655,
      "motion_east": 3.7,
      "motion_south": 1.0,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2183.0,
      "ebshear": 16.0,
      "srh01": 12.0,
      "maxllaz": 0.002,
      "mesh": 0.33,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 12.0
        },
        {
          "name": "hrrr_pwat",
          "value": 60.1177
        },
        {
          "name": "alignment",
          "value": -1.454
        },
        {
          "name": "tau",
          "value": 2.5149
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0531
      },
      "coherence_score": 2.514902353286743,
      "coherence_diagnostics": {
        "tau": 2.514902353286743,
        "grad_tau": 0.10252810269594193,
        "torsion": 0.0,
        "alignment": -1.4539542198181152,
        "S_field": 0.1908562332391739,
        "Gamma_field": 0.8557100892066956,
        "S_over_Gamma": 0.2230384349822998,
        "Da": 52.881134033203125,
        "E_coh": 0.2601774334907532,
        "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": [
          [
            [
              -83.47,
              31.53
            ],
            [
              -83.42,
              31.48
            ],
            [
              -83.38,
              31.46
            ],
            [
              -83.35,
              31.43
            ],
            [
              -83.33,
              31.43
            ],
            [
              -83.3,
              31.47
            ],
            [
              -83.25,
              31.47
            ],
            [
              -83.24,
              31.46
            ],
            [
              -83.24,
              31.42
            ],
            [
              -83.26,
              31.4
            ],
            [
              -83.26,
              31.39
            ],
            [
              -83.3,
              31.39
            ],
            [
              -83.32,
              31.41
            ],
            [
              -83.35,
              31.41
            ],
            [
              -83.38,
              31.39
            ],
            [
              -83.42,
              31.39
            ],
            [
              -83.53,
              31.45
            ],
            [
              -83.53,
              31.48
            ],
            [
              -83.51,
              31.52
            ],
            [
              -83.47,
              31.53
            ]
          ]
        ]
      },
      "raw_probability": 0.0531,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "87eb4c9162ba01b6c5158e3bfe2635b16dad98032d45b19a978af3bd7fbfbac4",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.0531,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d18ccd808e937ac7ab5e2d28ad747c92a19478486a0a05b35343fe83ea131bde",
        "signature": {
          "alg": "ed25519",
          "sig": "df358b83139a3b47556e191eaab86319ba1cfa6d96602c5efcb70644164927c2a88a01b97052bfc5d9454b832dfb911b07ce364dd5f2419e1f6166904bd3a80b"
        }
      },
      "receipt_sha256": "d18ccd808e937ac7ab5e2d28ad747c92a19478486a0a05b35343fe83ea131bde"
    },
    {
      "storm_id": "231833",
      "lat": 46.0853,
      "lon": -86.8774,
      "motion_east": 0.0,
      "motion_south": 0.0,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 917.0,
      "ebshear": 33.0,
      "srh01": 5.0,
      "maxllaz": 0.005,
      "mesh": 0.23,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 5.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.4927
        },
        {
          "name": "alignment",
          "value": 11.7722
        },
        {
          "name": "tau",
          "value": 0.5564
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0528
      },
      "coherence_score": 0.5564184784889221,
      "coherence_diagnostics": {
        "tau": 0.5564184784889221,
        "grad_tau": 0.12845072150230408,
        "torsion": 0.0,
        "alignment": 11.772211074829102,
        "S_field": 0.04583580791950226,
        "Gamma_field": 0.17071004211902618,
        "S_over_Gamma": 0.268500953912735,
        "Da": 10.054835319519043,
        "E_coh": 0.2531173527240753,
        "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": [
          [
            [
              -87.01,
              46.16
            ],
            [
              -86.98,
              46.16
            ],
            [
              -86.92,
              46.13
            ],
            [
              -86.86,
              46.12
            ],
            [
              -86.85,
              46.11
            ],
            [
              -86.82,
              46.11
            ],
            [
              -86.76,
              46.08
            ],
            [
              -86.74,
              46.08
            ],
            [
              -86.73,
              46.06
            ],
            [
              -86.73,
              46.01
            ],
            [
              -86.74,
              46.0
            ],
            [
              -86.8,
              46.0
            ],
            [
              -86.84,
              46.02
            ],
            [
              -86.9,
              46.03
            ],
            [
              -86.96,
              46.06
            ],
            [
              -86.98,
              46.08
            ],
            [
              -87.02,
              46.1
            ],
            [
              -87.02,
              46.15
            ],
            [
              -87.01,
              46.16
            ]
          ]
        ]
      },
      "raw_probability": 0.0528,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "f80a78642d2aabf40bced54bc9cb1b760b4cb65e098fc72d1a65b98c8983452c",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.0528,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "190451e6fd0d9179aaa2e6e1dee01c20a6ebfc3b702f056d8133aaaadba5e7f4",
        "signature": {
          "alg": "ed25519",
          "sig": "53d68db6c792b58b60c8ae353e7889e955e462ccd39eb1a8c12e6feae78202894e56d62b83172c36a75e0c74cdd9c0056bfa253b4ab0bf0f0ce404cddf6a8d02"
        }
      },
      "receipt_sha256": "190451e6fd0d9179aaa2e6e1dee01c20a6ebfc3b702f056d8133aaaadba5e7f4"
    },
    {
      "storm_id": "230231",
      "lat": 36.6386,
      "lon": -104.0757,
      "motion_east": 3.7,
      "motion_south": 1.0,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 338.0,
      "ebshear": 37.0,
      "srh01": 56.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 56.0
        },
        {
          "name": "hrrr_pwat",
          "value": 13.9927
        },
        {
          "name": "alignment",
          "value": 4.0132
        },
        {
          "name": "tau",
          "value": 0.3587
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0523
      },
      "coherence_score": 0.3587433695793152,
      "coherence_diagnostics": {
        "tau": 0.3587433695793152,
        "grad_tau": 0.1252388060092926,
        "torsion": 0.0,
        "alignment": 4.013237476348877,
        "S_field": 0.13135166466236115,
        "Gamma_field": 0.6040434241294861,
        "S_over_Gamma": 0.21745401620864868,
        "Da": 37.674224853515625,
        "E_coh": 0.48591727018356323,
        "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": [
          [
            [
              -104.08,
              36.67
            ],
            [
              -104.04,
              36.67
            ],
            [
              -104.04,
              36.61
            ],
            [
              -104.09,
              36.59
            ],
            [
              -104.1,
              36.6
            ],
            [
              -104.1,
              36.66
            ],
            [
              -104.08,
              36.67
            ]
          ]
        ]
      },
      "raw_probability": 0.0523,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "979424a5d4592c50be68d2a25d85b74fc5f8aa16ef7f692c5890e5aead134663",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.0523,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a7aa1129bd595acf314c11673966913514da9e3f91a9c2740f871acc2eb9c8f9",
        "signature": {
          "alg": "ed25519",
          "sig": "dfd7e91baa90f3479a21b6a5dc5459f1731bb6dc93ea86ad4ca7829ab801caaf31a2c139c89986100c9bc0ebd7a2a4eba43324c31b39039524de7348c8dac60a"
        }
      },
      "receipt_sha256": "a7aa1129bd595acf314c11673966913514da9e3f91a9c2740f871acc2eb9c8f9"
    },
    {
      "storm_id": "231741",
      "lat": 47.3548,
      "lon": -81.95,
      "motion_east": -2.0,
      "motion_south": 3.5,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 445.0,
      "ebshear": 8.0,
      "srh01": 34.0,
      "maxllaz": 0.001,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 34.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.3677
        },
        {
          "name": "alignment",
          "value": 5.7172
        },
        {
          "name": "tau",
          "value": 0.7484
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0518
      },
      "coherence_score": 0.7484326362609863,
      "coherence_diagnostics": {
        "tau": 0.7484326362609863,
        "grad_tau": 0.23926687240600586,
        "torsion": 0.0,
        "alignment": 5.717155933380127,
        "S_field": 0.5696201920509338,
        "Gamma_field": 0.2548767030239105,
        "S_over_Gamma": 2.2348852157592773,
        "Da": 15.057621955871582,
        "E_coh": 0.8323097825050354,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.97,
              47.5
            ],
            [
              -81.94,
              47.5
            ],
            [
              -81.92,
              47.49
            ],
            [
              -81.91,
              47.48
            ],
            [
              -81.91,
              47.45
            ],
            [
              -81.93,
              47.43
            ],
            [
              -81.93,
              47.42
            ],
            [
              -81.94,
              47.42
            ],
            [
              -81.98,
              47.39
            ],
            [
              -81.98,
              47.37
            ],
            [
              -81.95,
              47.33
            ],
            [
              -81.93,
              47.32
            ],
            [
              -81.89,
              47.32
            ],
            [
              -81.87,
              47.3
            ],
            [
              -81.87,
              47.28
            ],
            [
              -81.86,
              47.27
            ],
            [
              -81.86,
              47.26
            ],
            [
              -81.91,
              47.2
            ],
            [
              -81.96,
              47.2
            ],
            [
              -81.99,
              47.22
            ],
            [
              -82.02,
              47.22
            ],
            [
              -82.02,
              47.26
            ],
            [
              -82.04,
              47.29
            ],
            [
              -82.04,
              47.35
            ],
            [
              -82.03,
              47.36
            ],
            [
              -82.03,
              47.45
            ],
            [
              -81.97,
              47.5
            ]
          ]
        ]
      },
      "raw_probability": 0.0518,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "611c9516d26af70c13d83c846e942d408685513f64cfd16806f80ad178268952",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.0518,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "fb14ae3152eba1e70192cd4f3fb335fd4a71aaa2cc02b93050650c13fbde8d76",
        "signature": {
          "alg": "ed25519",
          "sig": "65ff5f28bcb416a56276620c3d553f0405c7aca6e383bad221211341efe62d6ca67da896310270758ba0339345d32292d7c80ea690099a5607a6e9c883a59602"
        }
      },
      "receipt_sha256": "fb14ae3152eba1e70192cd4f3fb335fd4a71aaa2cc02b93050650c13fbde8d76"
    },
    {
      "storm_id": "232033",
      "lat": 34.254,
      "lon": -102.748,
      "motion_east": 7.9,
      "motion_south": 7.2,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1588.0,
      "ebshear": 27.0,
      "srh01": 21.0,
      "maxllaz": 0.01,
      "mesh": 0.14,
      "flash_rate": 7.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 21.0
        },
        {
          "name": "hrrr_pwat",
          "value": 30.7427
        },
        {
          "name": "alignment",
          "value": -0.7696
        },
        {
          "name": "tau",
          "value": 0.6014
        },
        {
          "name": "maxllaz",
          "value": 0.01
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0515
      },
      "coherence_score": 0.6014484167098999,
      "coherence_diagnostics": {
        "tau": 0.6014484167098999,
        "grad_tau": 0.0509384460747242,
        "torsion": 0.0,
        "alignment": -0.7696400284767151,
        "S_field": 0.636243462562561,
        "Gamma_field": 0.5273767113685608,
        "S_over_Gamma": 1.2064306735992432,
        "Da": 33.52119827270508,
        "E_coh": 0.7906763553619385,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -102.79,
              34.3
            ],
            [
              -102.72,
              34.3
            ],
            [
              -102.71,
              34.29
            ],
            [
              -102.68,
              34.29
            ],
            [
              -102.65,
              34.27
            ],
            [
              -102.65,
              34.23
            ],
            [
              -102.67,
              34.21
            ],
            [
              -102.68,
              34.22
            ],
            [
              -102.73,
              34.23
            ],
            [
              -102.79,
              34.2
            ],
            [
              -102.83,
              34.2
            ],
            [
              -102.85,
              34.23
            ],
            [
              -102.85,
              34.26
            ],
            [
              -102.83,
              34.28
            ],
            [
              -102.79,
              34.3
            ]
          ]
        ]
      },
      "raw_probability": 0.0515,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "6de275d760b7f3fedfe4d38b5409288f08e8ce7be2f12748737a76f9e1ed53a9",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.0515,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "bcd8d00d809dfa99f4b0e405a07fbc962cb1ab2f35ce4da075da9822b6468f95",
        "signature": {
          "alg": "ed25519",
          "sig": "98156bef818042efe9f80d30bb0431e0d16d97ec8f9ec013492faac01f579f44596be1360fc261f915c4844cff74dfb3b104740944ffce1b937995e1869fd60c"
        }
      },
      "receipt_sha256": "bcd8d00d809dfa99f4b0e405a07fbc962cb1ab2f35ce4da075da9822b6468f95"
    },
    {
      "storm_id": "230899",
      "lat": 45.8667,
      "lon": -84.5189,
      "motion_east": -1.0,
      "motion_south": 2.9,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 638.0,
      "ebshear": 21.0,
      "srh01": 0.0,
      "maxllaz": 0.002,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.3677
        },
        {
          "name": "alignment",
          "value": 8.9136
        },
        {
          "name": "tau",
          "value": 0.7321
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0512
      },
      "coherence_score": 0.7320649027824402,
      "coherence_diagnostics": {
        "tau": 0.7320649027824402,
        "grad_tau": 0.06217898055911064,
        "torsion": 0.0,
        "alignment": 8.913602828979492,
        "S_field": 0.25448283553123474,
        "Gamma_field": 0.5665434002876282,
        "S_over_Gamma": 0.4491850733757019,
        "Da": 32.95888137817383,
        "E_coh": 0.33212825655937195,
        "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": [
          [
            [
              -84.52,
              45.91
            ],
            [
              -84.49,
              45.91
            ],
            [
              -84.47,
              45.89
            ],
            [
              -84.47,
              45.84
            ],
            [
              -84.5,
              45.82
            ],
            [
              -84.56,
              45.82
            ],
            [
              -84.57,
              45.83
            ],
            [
              -84.57,
              45.87
            ],
            [
              -84.52,
              45.91
            ]
          ]
        ]
      },
      "raw_probability": 0.0512,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "a8bb803d5272ab3b01af1415f3ba091566b0144ab1e4094fca582b58e8026a91",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.0512,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "dc84f246289029c8e842381dd0ae4c78568c42e4b13a7db0fa6bac73955ae110",
        "signature": {
          "alg": "ed25519",
          "sig": "b981c8560f66bdb267220f9a18d9c5ed7c36e3eb4913a961e2c6fbc5c20e50500055d0bc83878f6e5eea0d4736bc847afe71e5b2efd16630bd62e87208f29609"
        }
      },
      "receipt_sha256": "dc84f246289029c8e842381dd0ae4c78568c42e4b13a7db0fa6bac73955ae110"
    },
    {
      "storm_id": "232084",
      "lat": 28.755,
      "lon": -82.9533,
      "motion_east": 3.7,
      "motion_south": 1.0,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3499.0,
      "ebshear": 18.0,
      "srh01": 26.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 26.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.1177
        },
        {
          "name": "alignment",
          "value": 2.0361
        },
        {
          "name": "tau",
          "value": 3.1118
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0512
      },
      "coherence_score": 3.1118178367614746,
      "coherence_diagnostics": {
        "tau": 3.1118178367614746,
        "grad_tau": 0.1362019032239914,
        "torsion": 0.0,
        "alignment": 2.036083698272705,
        "S_field": 0.8618692755699158,
        "Gamma_field": 0.21654337644577026,
        "S_over_Gamma": 3.9801230430603027,
        "Da": 13.808544158935547,
        "E_coh": 0.9513474702835083,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -82.96,
              28.79
            ],
            [
              -82.92,
              28.77
            ],
            [
              -82.92,
              28.72
            ],
            [
              -82.98,
              28.71
            ],
            [
              -82.98,
              28.75
            ],
            [
              -82.96,
              28.79
            ]
          ]
        ]
      },
      "raw_probability": 0.0512,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "a8bb803d5272ab3b01af1415f3ba091566b0144ab1e4094fca582b58e8026a91",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.0512,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "dc84f246289029c8e842381dd0ae4c78568c42e4b13a7db0fa6bac73955ae110",
        "signature": {
          "alg": "ed25519",
          "sig": "b981c8560f66bdb267220f9a18d9c5ed7c36e3eb4913a961e2c6fbc5c20e50500055d0bc83878f6e5eea0d4736bc847afe71e5b2efd16630bd62e87208f29609"
        }
      },
      "receipt_sha256": "dc84f246289029c8e842381dd0ae4c78568c42e4b13a7db0fa6bac73955ae110"
    },
    {
      "storm_id": "232090",
      "lat": 45.265,
      "lon": -84.0913,
      "motion_east": 1.9,
      "motion_south": 1.5,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 227.0,
      "ebshear": 12.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.3677
        },
        {
          "name": "alignment",
          "value": 8.9136
        },
        {
          "name": "tau",
          "value": 0.7321
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0509
      },
      "coherence_score": 0.7320649027824402,
      "coherence_diagnostics": {
        "tau": 0.7320649027824402,
        "grad_tau": 0.06217898055911064,
        "torsion": 0.0,
        "alignment": 8.913602828979492,
        "S_field": 0.25448283553123474,
        "Gamma_field": 0.5665434002876282,
        "S_over_Gamma": 0.4491850733757019,
        "Da": 32.95888137817383,
        "E_coh": 0.33212825655937195,
        "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": [
          [
            [
              -84.11,
              45.29
            ],
            [
              -84.06,
              45.29
            ],
            [
              -84.05,
              45.25
            ],
            [
              -84.06,
              45.24
            ],
            [
              -84.1,
              45.23
            ],
            [
              -84.12,
              45.25
            ],
            [
              -84.12,
              45.28
            ],
            [
              -84.11,
              45.29
            ]
          ]
        ]
      },
      "raw_probability": 0.0509,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "45341dd9f44ed3ee0f44d8fe5ece4f38696c4dc51b34691ea0c6838151216974",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.0509,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "cc5fec1f9478ae55b75e492005434bff5e619cabbd9d5b63ec3a031728cad668",
        "signature": {
          "alg": "ed25519",
          "sig": "157f7cd231447ca176947d8804e4753484039a2660a26ecc4bd6ee8ca2a0fcccf54c161e9db0a3793759189572d06240b63baf18db8a14edee7950dc9bb7910f"
        }
      },
      "receipt_sha256": "cc5fec1f9478ae55b75e492005434bff5e619cabbd9d5b63ec3a031728cad668"
    },
    {
      "storm_id": "231347",
      "lat": 49.2715,
      "lon": -81.2054,
      "motion_east": 3.7,
      "motion_south": 1.0,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1896.0,
      "ebshear": 17.0,
      "srh01": 3.0,
      "maxllaz": 0.0,
      "mesh": 0.29,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 3.0
        },
        {
          "name": "hrrr_pwat",
          "value": 30.1177
        },
        {
          "name": "alignment",
          "value": 4.4948
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0503
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.4842326045036316,
        "torsion": 0.0,
        "alignment": 4.494804382324219,
        "S_field": 0.25230222940444946,
        "Gamma_field": 0.2473767101764679,
        "S_over_Gamma": 1.0199110507965088,
        "Da": 14.380285263061523,
        "E_coh": 0.4962462782859802,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.2,
              49.34
            ],
            [
              -81.16,
              49.33
            ],
            [
              -81.15,
              49.31
            ],
            [
              -81.15,
              49.27
            ],
            [
              -81.18,
              49.23
            ],
            [
              -81.18,
              49.22
            ],
            [
              -81.2,
              49.21
            ],
            [
              -81.24,
              49.21
            ],
            [
              -81.26,
              49.23
            ],
            [
              -81.26,
              49.26
            ],
            [
              -81.25,
              49.27
            ],
            [
              -81.24,
              49.31
            ],
            [
              -81.2,
              49.34
            ]
          ]
        ]
      },
      "raw_probability": 0.0503,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "6bb1ee740cc9731a746e5fd6a14b5128392e8ae90d7ac6691eb4a55ec70e0eeb",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.0503,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1dbf93e98f0c8bf30dc121cc0c8ff877b2abb085af5de261ba2c13af28f1c8f7",
        "signature": {
          "alg": "ed25519",
          "sig": "fd417e752224e22867fabb24706de69acfcfb248055d4861f42e1acf654643bd936a9c0fdebd6bfad98865942e70a75d93838f0fef77b78f0d1ee71930f2fb0e"
        }
      },
      "receipt_sha256": "1dbf93e98f0c8bf30dc121cc0c8ff877b2abb085af5de261ba2c13af28f1c8f7"
    },
    {
      "storm_id": "232060",
      "lat": 49.1117,
      "lon": -81.3825,
      "motion_east": 3.7,
      "motion_south": 1.0,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1707.0,
      "ebshear": 16.0,
      "srh01": 3.0,
      "maxllaz": 0.0,
      "mesh": 0.46,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 3.0
        },
        {
          "name": "hrrr_pwat",
          "value": 30.1177
        },
        {
          "name": "alignment",
          "value": 4.4948
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0503
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.4842326045036316,
        "torsion": 0.0,
        "alignment": 4.494804382324219,
        "S_field": 0.25230222940444946,
        "Gamma_field": 0.2473767101764679,
        "S_over_Gamma": 1.0199110507965088,
        "Da": 14.380285263061523,
        "E_coh": 0.4962462782859802,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.4,
              49.17
            ],
            [
              -81.38,
              49.17
            ],
            [
              -81.33,
              49.1
            ],
            [
              -81.33,
              49.09
            ],
            [
              -81.34,
              49.09
            ],
            [
              -81.39,
              49.05
            ],
            [
              -81.41,
              49.06
            ],
            [
              -81.4,
              49.07
            ],
            [
              -81.4,
              49.11
            ],
            [
              -81.41,
              49.12
            ],
            [
              -81.4,
              49.14
            ],
            [
              -81.4,
              49.17
            ]
          ]
        ]
      },
      "raw_probability": 0.0503,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "6bb1ee740cc9731a746e5fd6a14b5128392e8ae90d7ac6691eb4a55ec70e0eeb",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.0503,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1dbf93e98f0c8bf30dc121cc0c8ff877b2abb085af5de261ba2c13af28f1c8f7",
        "signature": {
          "alg": "ed25519",
          "sig": "fd417e752224e22867fabb24706de69acfcfb248055d4861f42e1acf654643bd936a9c0fdebd6bfad98865942e70a75d93838f0fef77b78f0d1ee71930f2fb0e"
        }
      },
      "receipt_sha256": "1dbf93e98f0c8bf30dc121cc0c8ff877b2abb085af5de261ba2c13af28f1c8f7"
    },
    {
      "storm_id": "231583",
      "lat": 34.0788,
      "lon": -102.9615,
      "motion_east": 7.5,
      "motion_south": 6.6,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1115.0,
      "ebshear": 33.0,
      "srh01": 15.0,
      "maxllaz": 0.009,
      "mesh": 0.42,
      "flash_rate": 35.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 15.0
        },
        {
          "name": "hrrr_pwat",
          "value": 30.7427
        },
        {
          "name": "alignment",
          "value": -0.7696
        },
        {
          "name": "tau",
          "value": 0.6014
        },
        {
          "name": "maxllaz",
          "value": 0.009
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0495
      },
      "coherence_score": 0.6014484167098999,
      "coherence_diagnostics": {
        "tau": 0.6014484167098999,
        "grad_tau": 0.0509384460747242,
        "torsion": 0.0,
        "alignment": -0.7696400284767151,
        "S_field": 0.636243462562561,
        "Gamma_field": 0.5273767113685608,
        "S_over_Gamma": 1.2064306735992432,
        "Da": 33.52119827270508,
        "E_coh": 0.7906763553619385,
        "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": [
          [
            [
              -102.86,
              34.16
            ],
            [
              -102.82,
              34.16
            ],
            [
              -102.8,
              34.14
            ],
            [
              -102.8,
              34.1
            ],
            [
              -102.83,
              34.08
            ],
            [
              -102.85,
              34.08
            ],
            [
              -102.88,
              34.05
            ],
            [
              -102.89,
              34.03
            ],
            [
              -102.89,
              34.0
            ],
            [
              -102.91,
              33.96
            ],
            [
              -102.93,
              33.94
            ],
            [
              -102.97,
              33.94
            ],
            [
              -103.01,
              33.97
            ],
            [
              -103.07,
              34.0
            ],
            [
              -103.11,
              34.01
            ],
            [
              -103.17,
              34.07
            ],
            [
              -103.17,
              34.12
            ],
            [
              -103.15,
              34.14
            ],
            [
              -103.08,
              34.14
            ],
            [
              -103.06,
              34.13
            ],
            [
              -103.05,
              34.14
            ],
            [
              -103.0,
              34.14
            ],
            [
              -102.98,
              34.15
            ],
            [
              -102.95,
              34.12
            ],
            [
              -102.91,
              34.12
            ],
            [
              -102.86,
              34.16
            ]
          ]
        ]
      },
      "raw_probability": 0.0495,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "bedb74815070dadc5b280be91396d6c103ac91f392edbd7e8ed9569ccbc30298",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.0495,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d6faa50b15248b0209d2f98e47708d66c21f4f46bc14e2b122609d6bdd7fdef8",
        "signature": {
          "alg": "ed25519",
          "sig": "b1db3e55136b169b175722e40cd8c9e5524c0917f98f44c3cf719d4eff3fd8d5278462f50df1bf1ec34d356c67adbed0074ff6efdaa12a1081d44eab85cdfb07"
        }
      },
      "receipt_sha256": "d6faa50b15248b0209d2f98e47708d66c21f4f46bc14e2b122609d6bdd7fdef8"
    },
    {
      "storm_id": "232088",
      "lat": 48.2709,
      "lon": -76.9045,
      "motion_east": 1.8,
      "motion_south": 2.0,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 345.0,
      "ebshear": 12.0,
      "srh01": 64.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 64.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.9927
        },
        {
          "name": "alignment",
          "value": -1.1997
        },
        {
          "name": "tau",
          "value": 0.2726
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0495
      },
      "coherence_score": 0.2726333737373352,
      "coherence_diagnostics": {
        "tau": 0.2726333737373352,
        "grad_tau": 0.22413013875484467,
        "torsion": 0.0,
        "alignment": -1.199718952178955,
        "S_field": 0.2038150429725647,
        "Gamma_field": 0.5232100486755371,
        "S_over_Gamma": 0.3895472586154938,
        "Da": 31.01061248779297,
        "E_coh": 0.44736453890800476,
        "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": [
          [
            [
              -76.92,
              48.32
            ],
            [
              -76.86,
              48.32
            ],
            [
              -76.83,
              48.3
            ],
            [
              -76.83,
              48.2
            ],
            [
              -76.87,
              48.22
            ],
            [
              -76.9,
              48.22
            ],
            [
              -76.94,
              48.26
            ],
            [
              -76.97,
              48.26
            ],
            [
              -76.95,
              48.27
            ],
            [
              -76.96,
              48.29
            ],
            [
              -76.92,
              48.32
            ]
          ]
        ]
      },
      "raw_probability": 0.0495,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "bedb74815070dadc5b280be91396d6c103ac91f392edbd7e8ed9569ccbc30298",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.0495,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d6faa50b15248b0209d2f98e47708d66c21f4f46bc14e2b122609d6bdd7fdef8",
        "signature": {
          "alg": "ed25519",
          "sig": "b1db3e55136b169b175722e40cd8c9e5524c0917f98f44c3cf719d4eff3fd8d5278462f50df1bf1ec34d356c67adbed0074ff6efdaa12a1081d44eab85cdfb07"
        }
      },
      "receipt_sha256": "d6faa50b15248b0209d2f98e47708d66c21f4f46bc14e2b122609d6bdd7fdef8"
    },
    {
      "storm_id": "232004",
      "lat": 47.1617,
      "lon": -82.1783,
      "motion_east": -1.0,
      "motion_south": 3.4,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 271.0,
      "ebshear": 11.0,
      "srh01": 17.0,
      "maxllaz": 0.001,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 17.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.7427
        },
        {
          "name": "alignment",
          "value": 4.8096
        },
        {
          "name": "tau",
          "value": 0.8323
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0492
      },
      "coherence_score": 0.8323345184326172,
      "coherence_diagnostics": {
        "tau": 0.8323345184326172,
        "grad_tau": 0.0838836133480072,
        "torsion": 0.0,
        "alignment": 4.809600830078125,
        "S_field": 0.42999503016471863,
        "Gamma_field": 0.23487672209739685,
        "S_over_Gamma": 1.8307265043258667,
        "Da": 13.92640209197998,
        "E_coh": 0.7324780225753784,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -82.23,
              47.2
            ],
            [
              -82.14,
              47.2
            ],
            [
              -82.12,
              47.19
            ],
            [
              -82.11,
              47.18
            ],
            [
              -82.1,
              47.13
            ],
            [
              -82.12,
              47.11
            ],
            [
              -82.18,
              47.11
            ],
            [
              -82.22,
              47.13
            ],
            [
              -82.23,
              47.14
            ],
            [
              -82.22,
              47.16
            ],
            [
              -82.24,
              47.19
            ],
            [
              -82.23,
              47.2
            ]
          ]
        ]
      },
      "raw_probability": 0.0492,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "36fb9f10b4d50759dd4d991467968500dcbd2d1d8494fe8d9937eb29e4f1a031",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.0492,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e4bc3c005346c0539fbcce91029a9be9959829dbef8b583e4c53e929df103684",
        "signature": {
          "alg": "ed25519",
          "sig": "294f2d673ab81382f44014fe0901c93838823a8e1e1b65670f0b3046b9f642543e66fe8fd6100d6649d806759c5fc70435332b1bcf54a94b4331ac9353318a0b"
        }
      },
      "receipt_sha256": "e4bc3c005346c0539fbcce91029a9be9959829dbef8b583e4c53e929df103684"
    },
    {
      "storm_id": "232000",
      "lat": 31.778,
      "lon": -101.948,
      "motion_east": 3.7,
      "motion_south": 1.0,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1.0,
      "ebshear": 0.0,
      "srh01": 0.0,
      "maxllaz": 0.01,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 23.7427
        },
        {
          "name": "alignment",
          "value": 0.9595
        },
        {
          "name": "tau",
          "value": 0.2799
        },
        {
          "name": "maxllaz",
          "value": 0.01
        }
      ],
      "model_scores": {
        "gbt_prob": 0.048
      },
      "coherence_score": 0.2799323797225952,
      "coherence_diagnostics": {
        "tau": 0.2799323797225952,
        "grad_tau": 0.052596673369407654,
        "torsion": 0.0,
        "alignment": 0.9594857692718506,
        "S_field": 0.11598679423332214,
        "Gamma_field": 1.0815434455871582,
        "S_over_Gamma": 0.1072419211268425,
        "Da": 62.342201232910156,
        "E_coh": 0.2603980600833893,
        "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": [
          [
            [
              -101.98,
              31.81
            ],
            [
              -101.9,
              31.81
            ],
            [
              -101.9,
              31.73
            ],
            [
              -101.98,
              31.73
            ],
            [
              -101.98,
              31.81
            ]
          ]
        ]
      },
      "raw_probability": 0.048,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "03cef8172d1e5f93cd5c181ed53053fb3291fc5a0e73e93c956a2b7e290a2c1a",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.048,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7c9f875e94ac7066cbaddae913406a210aef4d66404ec8f5b9a41c4024d10e0b",
        "signature": {
          "alg": "ed25519",
          "sig": "1f99cc5a258b8e7041062e48008683847432e71b73bac373a1361f3a125d1255c72800653c53ff5d573ade787a624a690e70428f15b777496576e615108dbc0e"
        }
      },
      "receipt_sha256": "7c9f875e94ac7066cbaddae913406a210aef4d66404ec8f5b9a41c4024d10e0b"
    },
    {
      "storm_id": "232095",
      "lat": 36.9614,
      "lon": -103.8357,
      "motion_east": 3.7,
      "motion_south": 1.0,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 420.0,
      "ebshear": 36.0,
      "srh01": 24.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 24.0
        },
        {
          "name": "hrrr_pwat",
          "value": 13.9927
        },
        {
          "name": "alignment",
          "value": 4.0132
        },
        {
          "name": "tau",
          "value": 0.3587
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.048
      },
      "coherence_score": 0.3587433695793152,
      "coherence_diagnostics": {
        "tau": 0.3587433695793152,
        "grad_tau": 0.1252388060092926,
        "torsion": 0.0,
        "alignment": 4.013237476348877,
        "S_field": 0.13135166466236115,
        "Gamma_field": 0.6040434241294861,
        "S_over_Gamma": 0.21745401620864868,
        "Da": 37.674224853515625,
        "E_coh": 0.48591727018356323,
        "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": [
          [
            [
              -103.84,
              37.0
            ],
            [
              -103.77,
              37.0
            ],
            [
              -103.76,
              36.99
            ],
            [
              -103.76,
              36.96
            ],
            [
              -103.78,
              36.94
            ],
            [
              -103.82,
              36.92
            ],
            [
              -103.85,
              36.92
            ],
            [
              -103.86,
              36.93
            ],
            [
              -103.88,
              36.92
            ],
            [
              -103.89,
              36.93
            ],
            [
              -103.9,
              36.98
            ],
            [
              -103.88,
              36.99
            ],
            [
              -103.87,
              36.98
            ],
            [
              -103.84,
              37.0
            ]
          ]
        ]
      },
      "raw_probability": 0.048,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "03cef8172d1e5f93cd5c181ed53053fb3291fc5a0e73e93c956a2b7e290a2c1a",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.048,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7c9f875e94ac7066cbaddae913406a210aef4d66404ec8f5b9a41c4024d10e0b",
        "signature": {
          "alg": "ed25519",
          "sig": "1f99cc5a258b8e7041062e48008683847432e71b73bac373a1361f3a125d1255c72800653c53ff5d573ade787a624a690e70428f15b777496576e615108dbc0e"
        }
      },
      "receipt_sha256": "7c9f875e94ac7066cbaddae913406a210aef4d66404ec8f5b9a41c4024d10e0b"
    },
    {
      "storm_id": "231907",
      "lat": 45.4958,
      "lon": -84.0825,
      "motion_east": 0.0,
      "motion_south": 2.3,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 306.0,
      "ebshear": 12.0,
      "srh01": 0.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.3677
        },
        {
          "name": "alignment",
          "value": 8.9136
        },
        {
          "name": "tau",
          "value": 0.7321
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0472
      },
      "coherence_score": 0.7320649027824402,
      "coherence_diagnostics": {
        "tau": 0.7320649027824402,
        "grad_tau": 0.06217898055911064,
        "torsion": 0.0,
        "alignment": 8.913602828979492,
        "S_field": 0.25448283553123474,
        "Gamma_field": 0.5665434002876282,
        "S_over_Gamma": 0.4491850733757019,
        "Da": 32.95888137817383,
        "E_coh": 0.33212825655937195,
        "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": [
          [
            [
              -84.14,
              45.54
            ],
            [
              -84.06,
              45.54
            ],
            [
              -84.02,
              45.52
            ],
            [
              -84.01,
              45.51
            ],
            [
              -84.01,
              45.47
            ],
            [
              -84.02,
              45.47
            ],
            [
              -84.04,
              45.45
            ],
            [
              -84.11,
              45.45
            ],
            [
              -84.12,
              45.46
            ],
            [
              -84.16,
              45.47
            ],
            [
              -84.16,
              45.53
            ],
            [
              -84.14,
              45.54
            ]
          ]
        ]
      },
      "raw_probability": 0.0472,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "040fd994144f10d3c090e099c45cc3d484ac7c5c756fd5c8732cc46ce6620980",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.0472,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "edbb22f3aefb7ac44a9bec7bd25ec2a8e1e29b67ac698431fc81d878630f7550",
        "signature": {
          "alg": "ed25519",
          "sig": "103af836576856fffad3b1e1cf521bb32caa2036f918c3c62fd4f704a0b60a5dec79716cddbf742dfee2a76fc6f2bc5c26d97856e217acb7533fa9977dd3ca0f"
        }
      },
      "receipt_sha256": "edbb22f3aefb7ac44a9bec7bd25ec2a8e1e29b67ac698431fc81d878630f7550"
    },
    {
      "storm_id": "231909",
      "lat": 44.4445,
      "lon": -89.2627,
      "motion_east": 3.7,
      "motion_south": 1.0,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 218.0,
      "ebshear": 38.0,
      "srh01": 30.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 30.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.9927
        },
        {
          "name": "alignment",
          "value": 2.9647
        },
        {
          "name": "tau",
          "value": 0.8578
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0465
      },
      "coherence_score": 0.8578352928161621,
      "coherence_diagnostics": {
        "tau": 0.8578352928161621,
        "grad_tau": 0.14823584258556366,
        "torsion": 0.0,
        "alignment": 2.9646599292755127,
        "S_field": 0.19187632203102112,
        "Gamma_field": 0.3123767077922821,
        "S_over_Gamma": 0.6142465472221375,
        "Da": 19.342084884643555,
        "E_coh": 0.36687615513801575,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -89.27,
              44.49
            ],
            [
              -89.23,
              44.49
            ],
            [
              -89.2,
              44.47
            ],
            [
              -89.2,
              44.43
            ],
            [
              -89.21,
              44.41
            ],
            [
              -89.26,
              44.41
            ],
            [
              -89.28,
              44.4
            ],
            [
              -89.31,
              44.42
            ],
            [
              -89.33,
              44.42
            ],
            [
              -89.33,
              44.46
            ],
            [
              -89.27,
              44.49
            ]
          ]
        ]
      },
      "raw_probability": 0.0465,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "774abdfb26456af19fcd98799a7561e0dca22cc62c773ec77a3f492397ba7ab4",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.0465,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3e4f977b047860d9831da17fec3c2145296ca09651cb31626ddfa78d18b6f511",
        "signature": {
          "alg": "ed25519",
          "sig": "cb43050e9cdb91c6e54f4d586a1aba6b7a635340fbe6ecad7f85ddddd3328fa1a65e042596d2cc5a480b34924ff53e21220943ac39f84f1ac5061dde84acb90b"
        }
      },
      "receipt_sha256": "3e4f977b047860d9831da17fec3c2145296ca09651cb31626ddfa78d18b6f511"
    },
    {
      "storm_id": "231837",
      "lat": 41.2909,
      "lon": -104.8427,
      "motion_east": 3.7,
      "motion_south": 1.0,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 477.0,
      "ebshear": 38.0,
      "srh01": 12.0,
      "maxllaz": 0.003,
      "mesh": 0.14,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 12.0
        },
        {
          "name": "hrrr_pwat",
          "value": 11.7427
        },
        {
          "name": "alignment",
          "value": -0.8816
        },
        {
          "name": "tau",
          "value": 0.2756
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0464
      },
      "coherence_score": 0.2755807936191559,
      "coherence_diagnostics": {
        "tau": 0.2755807936191559,
        "grad_tau": 0.017513683065772057,
        "torsion": 0.0,
        "alignment": -0.8815501928329468,
        "S_field": 0.17356917262077332,
        "Gamma_field": 0.9140433669090271,
        "S_over_Gamma": 0.18989162147045135,
        "Da": 52.64407730102539,
        "E_coh": 0.03209449723362923,
        "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": [
          [
            [
              -104.84,
              41.33
            ],
            [
              -104.8,
              41.32
            ],
            [
              -104.79,
              41.31
            ],
            [
              -104.79,
              41.25
            ],
            [
              -104.81,
              41.24
            ],
            [
              -104.87,
              41.24
            ],
            [
              -104.9,
              41.27
            ],
            [
              -104.89,
              41.28
            ],
            [
              -104.89,
              41.31
            ],
            [
              -104.85,
              41.32
            ],
            [
              -104.84,
              41.33
            ]
          ]
        ]
      },
      "raw_probability": 0.0464,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "dd9f7888440d77db95343270074741885a3f7c3c28cc4d5d79d5ee6f61d6ab29",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.0464,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "35336747d2e8d03cce5f8adefef6679b5f9d934531e3c936a61ebac008cc4a2b",
        "signature": {
          "alg": "ed25519",
          "sig": "76be38295fd0c1588a1ec8975f51b5c1cdcc6b1991a8ab2512ba78de35a9a23fbdb48f207723ad3f38a63081e3299a03c2316c10086d4777eff15f63ee37e702"
        }
      },
      "receipt_sha256": "35336747d2e8d03cce5f8adefef6679b5f9d934531e3c936a61ebac008cc4a2b"
    },
    {
      "storm_id": "231570",
      "lat": 48.41,
      "lon": -79.451,
      "motion_east": 3.2,
      "motion_south": 1.7,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1179.0,
      "ebshear": 13.0,
      "srh01": 41.0,
      "maxllaz": 0.009,
      "mesh": 0.39,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 41.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.8677
        },
        {
          "name": "alignment",
          "value": 3.0778
        },
        {
          "name": "tau",
          "value": 0.4399
        },
        {
          "name": "maxllaz",
          "value": 0.009
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0458
      },
      "coherence_score": 0.43993547558784485,
      "coherence_diagnostics": {
        "tau": 0.43993547558784485,
        "grad_tau": 0.38797637820243835,
        "torsion": 0.0,
        "alignment": 3.0778145790100098,
        "S_field": 0.3015062212944031,
        "Gamma_field": 0.3915433883666992,
        "S_over_Gamma": 0.7700455188751221,
        "Da": 22.68389892578125,
        "E_coh": 0.3930421769618988,
        "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": [
          [
            [
              -79.53,
              48.5
            ],
            [
              -79.48,
              48.5
            ],
            [
              -79.46,
              48.48
            ],
            [
              -79.45,
              48.48
            ],
            [
              -79.44,
              48.46
            ],
            [
              -79.43,
              48.46
            ],
            [
              -79.41,
              48.44
            ],
            [
              -79.38,
              48.43
            ],
            [
              -79.36,
              48.41
            ],
            [
              -79.32,
              48.39
            ],
            [
              -79.31,
              48.37
            ],
            [
              -79.28,
              48.36
            ],
            [
              -79.27,
              48.35
            ],
            [
              -79.27,
              48.3
            ],
            [
              -79.32,
              48.27
            ],
            [
              -79.39,
              48.27
            ],
            [
              -79.39,
              48.28
            ],
            [
              -79.44,
              48.33
            ],
            [
              -79.45,
              48.33
            ],
            [
              -79.45,
              48.35
            ],
            [
              -79.48,
              48.39
            ],
            [
              -79.52,
              48.41
            ],
            [
              -79.61,
              48.41
            ],
            [
              -79.62,
              48.42
            ],
            [
              -79.62,
              48.47
            ],
            [
              -79.61,
              48.48
            ],
            [
              -79.59,
              48.48
            ],
            [
              -79.58,
              48.49
            ],
            [
              -79.54,
              48.49
            ],
            [
              -79.53,
              48.5
            ]
          ]
        ]
      },
      "raw_probability": 0.0458,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "8fa22fda17e54b5dca3f6619e2c25d35bac2f1adf3179501342b87b820fd858f",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.0458,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7ed06dab24ca34c3a744cadc38fbd82ab3578ed79ceda8288849739037e4b3de",
        "signature": {
          "alg": "ed25519",
          "sig": "6d422e549ddcb00428c854ddfd1980c141fb72c9e14c698887583e5b9d606f6ea760b82f08f16d2cf5adc6cae61c2d86c791d3af9912fca4eeead3650681d700"
        }
      },
      "receipt_sha256": "7ed06dab24ca34c3a744cadc38fbd82ab3578ed79ceda8288849739037e4b3de"
    },
    {
      "storm_id": "231935",
      "lat": 36.5727,
      "lon": -93.54,
      "motion_east": 3.7,
      "motion_south": 1.0,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3645.0,
      "ebshear": 30.0,
      "srh01": 54.0,
      "maxllaz": 0.005,
      "mesh": 0.24,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 54.0
        },
        {
          "name": "hrrr_pwat",
          "value": 30.2427
        },
        {
          "name": "alignment",
          "value": 3.7537
        },
        {
          "name": "tau",
          "value": 0.7277
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0457
      },
      "coherence_score": 0.7276516556739807,
      "coherence_diagnostics": {
        "tau": 0.7276516556739807,
        "grad_tau": 0.27517756819725037,
        "torsion": 0.0,
        "alignment": 3.753668785095215,
        "S_field": 0.2400534749031067,
        "Gamma_field": 0.7098767161369324,
        "S_over_Gamma": 0.33816221356391907,
        "Da": 38.35993957519531,
        "E_coh": 0.6467951536178589,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -93.59,
              36.61
            ],
            [
              -93.51,
              36.61
            ],
            [
              -93.49,
              36.6
            ],
            [
              -93.47,
              36.58
            ],
            [
              -93.47,
              36.52
            ],
            [
              -93.53,
              36.52
            ],
            [
              -93.55,
              36.53
            ],
            [
              -93.55,
              36.54
            ],
            [
              -93.59,
              36.58
            ],
            [
              -93.6,
              36.6
            ],
            [
              -93.59,
              36.61
            ]
          ]
        ]
      },
      "raw_probability": 0.0457,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "100b5b7514dbd79afe2c28024170ff4c4647fb3ba33014593fbf93d9b6abdd67",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.0457,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a801cd12133594379ad72d4b775b23948b7b9fd02ce97b07683d7a3692f72754",
        "signature": {
          "alg": "ed25519",
          "sig": "873bf610f8631ece6954a302293ae9d08c998706717e951213ebdea8201b6355890a98a411a1b6bb8c3266c2bcbb042497ddd358cd89085a40921a2a339aea09"
        }
      },
      "receipt_sha256": "a801cd12133594379ad72d4b775b23948b7b9fd02ce97b07683d7a3692f72754"
    },
    {
      "storm_id": "228795",
      "lat": 40.7778,
      "lon": -104.2756,
      "motion_east": 3.7,
      "motion_south": 1.0,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 904.0,
      "ebshear": 48.0,
      "srh01": 23.0,
      "maxllaz": 0.002,
      "mesh": 0.03,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 23.0
        },
        {
          "name": "hrrr_pwat",
          "value": 11.4927
        },
        {
          "name": "alignment",
          "value": 0.2554
        },
        {
          "name": "tau",
          "value": 0.3007
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0439
      },
      "coherence_score": 0.30070698261260986,
      "coherence_diagnostics": {
        "tau": 0.30070698261260986,
        "grad_tau": 0.05881654843688011,
        "torsion": 0.0,
        "alignment": 0.25541913509368896,
        "S_field": 0.12316247820854187,
        "Gamma_field": 0.8373767733573914,
        "S_over_Gamma": 0.14708131551742554,
        "Da": 48.964141845703125,
        "E_coh": 0.25195983052253723,
        "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": [
          [
            [
              -104.29,
              40.81
            ],
            [
              -104.26,
              40.81
            ],
            [
              -104.24,
              40.79
            ],
            [
              -104.24,
              40.75
            ],
            [
              -104.25,
              40.74
            ],
            [
              -104.29,
              40.74
            ],
            [
              -104.31,
              40.76
            ],
            [
              -104.31,
              40.79
            ],
            [
              -104.29,
              40.81
            ]
          ]
        ]
      },
      "raw_probability": 0.0439,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "e4be01ab1679296354cf55ef09bc41654984098bfe85889d58bdf77cac6cae64",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.0439,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "67e16c87a6ec97d9a028787ee8a68ee10d2c18a5f2a6537f1a9be7eeb5125c42",
        "signature": {
          "alg": "ed25519",
          "sig": "d0bc7957323307b83064fdc4b9b67e72e4d85c8f034dbb36150c0ebdf68ec45bbf84b1011deaf5f5c266f4408486537f46cb89d3a07e38982b69433c32de7703"
        }
      },
      "receipt_sha256": "67e16c87a6ec97d9a028787ee8a68ee10d2c18a5f2a6537f1a9be7eeb5125c42"
    },
    {
      "storm_id": "231945",
      "lat": 47.6281,
      "lon": -81.8446,
      "motion_east": -3.0,
      "motion_south": 2.7,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 829.0,
      "ebshear": 10.0,
      "srh01": 30.0,
      "maxllaz": 0.001,
      "mesh": 0.34,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 30.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.3677
        },
        {
          "name": "alignment",
          "value": 5.7172
        },
        {
          "name": "tau",
          "value": 0.7484
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0439
      },
      "coherence_score": 0.7484326362609863,
      "coherence_diagnostics": {
        "tau": 0.7484326362609863,
        "grad_tau": 0.23926687240600586,
        "torsion": 0.0,
        "alignment": 5.717155933380127,
        "S_field": 0.5696201920509338,
        "Gamma_field": 0.2548767030239105,
        "S_over_Gamma": 2.2348852157592773,
        "Da": 15.057621955871582,
        "E_coh": 0.8323097825050354,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.73,
              47.68
            ],
            [
              -81.71,
              47.68
            ],
            [
              -81.71,
              47.67
            ],
            [
              -81.69,
              47.65
            ],
            [
              -81.69,
              47.62
            ],
            [
              -81.71,
              47.6
            ],
            [
              -81.75,
              47.58
            ],
            [
              -81.84,
              47.59
            ],
            [
              -81.85,
              47.58
            ],
            [
              -81.88,
              47.58
            ],
            [
              -81.94,
              47.55
            ],
            [
              -81.98,
              47.55
            ],
            [
              -81.99,
              47.54
            ],
            [
              -82.02,
              47.57
            ],
            [
              -82.02,
              47.62
            ],
            [
              -82.0,
              47.64
            ],
            [
              -81.96,
              47.66
            ],
            [
              -81.94,
              47.66
            ],
            [
              -81.93,
              47.67
            ],
            [
              -81.86,
              47.67
            ],
            [
              -81.85,
              47.66
            ],
            [
              -81.82,
              47.66
            ],
            [
              -81.8,
              47.65
            ],
            [
              -81.79,
              47.66
            ],
            [
              -81.77,
              47.66
            ],
            [
              -81.73,
              47.68
            ]
          ]
        ]
      },
      "raw_probability": 0.0439,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "e4be01ab1679296354cf55ef09bc41654984098bfe85889d58bdf77cac6cae64",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.0439,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "67e16c87a6ec97d9a028787ee8a68ee10d2c18a5f2a6537f1a9be7eeb5125c42",
        "signature": {
          "alg": "ed25519",
          "sig": "d0bc7957323307b83064fdc4b9b67e72e4d85c8f034dbb36150c0ebdf68ec45bbf84b1011deaf5f5c266f4408486537f46cb89d3a07e38982b69433c32de7703"
        }
      },
      "receipt_sha256": "67e16c87a6ec97d9a028787ee8a68ee10d2c18a5f2a6537f1a9be7eeb5125c42"
    },
    {
      "storm_id": "231976",
      "lat": 41.6344,
      "lon": -94.1244,
      "motion_east": 3.7,
      "motion_south": 1.0,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 70.0,
      "ebshear": 27.0,
      "srh01": 3.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 3.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.3677
        },
        {
          "name": "alignment",
          "value": 0.7483
        },
        {
          "name": "tau",
          "value": 0.7436
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0435
      },
      "coherence_score": 0.7435669898986816,
      "coherence_diagnostics": {
        "tau": 0.7435669898986816,
        "grad_tau": 0.15712468326091766,
        "torsion": 0.0,
        "alignment": 0.7483066916465759,
        "S_field": 0.20799385011196136,
        "Gamma_field": 0.389043390750885,
        "S_over_Gamma": 0.5346289277076721,
        "Da": 21.089982986450195,
        "E_coh": 0.25260576605796814,
        "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": [
          [
            [
              -94.14,
              41.67
            ],
            [
              -94.11,
              41.67
            ],
            [
              -94.09,
              41.65
            ],
            [
              -94.1,
              41.64
            ],
            [
              -94.1,
              41.61
            ],
            [
              -94.11,
              41.6
            ],
            [
              -94.16,
              41.59
            ],
            [
              -94.17,
              41.61
            ],
            [
              -94.14,
              41.67
            ]
          ]
        ]
      },
      "raw_probability": 0.0435,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "ae86b52135a3e296eade87c8e0516c2c1e32410dfa5d14a1740960ccdef2fce1",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.0435,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "645d4f91f3f2d64aba9d280cb09ebbcaa1147c70d4ac4c9f123a7711f9d6b322",
        "signature": {
          "alg": "ed25519",
          "sig": "1064419527aabb9a4f24e2befc9db858936877119d2c0b0a15218bcde07f298c9495c4b995321d5a888747afd37eef14dcd63ea054d73e980663fa4837934a03"
        }
      },
      "receipt_sha256": "645d4f91f3f2d64aba9d280cb09ebbcaa1147c70d4ac4c9f123a7711f9d6b322"
    },
    {
      "storm_id": "231943",
      "lat": 49.2682,
      "lon": -85.5864,
      "motion_east": 3.7,
      "motion_south": 1.0,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1035.0,
      "ebshear": 20.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.45,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 25.7427
        },
        {
          "name": "alignment",
          "value": 3.1198
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0433
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.25784045457839966,
        "torsion": 0.0,
        "alignment": 3.1198043823242188,
        "S_field": 0.1471133530139923,
        "Gamma_field": 0.2707100510597229,
        "S_over_Gamma": 0.5434351563453674,
        "Da": 15.26844310760498,
        "E_coh": 0.3325516879558563,
        "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": [
          [
            [
              -85.64,
              49.32
            ],
            [
              -85.52,
              49.32
            ],
            [
              -85.5,
              49.3
            ],
            [
              -85.42,
              49.3
            ],
            [
              -85.42,
              49.26
            ],
            [
              -85.41,
              49.24
            ],
            [
              -85.42,
              49.23
            ],
            [
              -85.48,
              49.23
            ],
            [
              -85.49,
              49.24
            ],
            [
              -85.53,
              49.25
            ],
            [
              -85.54,
              49.24
            ],
            [
              -85.6,
              49.23
            ],
            [
              -85.64,
              49.21
            ],
            [
              -85.72,
              49.21
            ],
            [
              -85.73,
              49.23
            ],
            [
              -85.71,
              49.27
            ],
            [
              -85.73,
              49.29
            ],
            [
              -85.72,
              49.3
            ],
            [
              -85.71,
              49.29
            ],
            [
              -85.68,
              49.31
            ],
            [
              -85.65,
              49.31
            ],
            [
              -85.64,
              49.32
            ]
          ]
        ]
      },
      "raw_probability": 0.0433,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "87a5d686947cbb74a3b648a34443912d431c95e2159dcfe8e28d9f3aaff662e6",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.0433,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "43d6997486d562626814b503fc0580c26b7bdb3d7b74f9939399c16e0cd1e0b8",
        "signature": {
          "alg": "ed25519",
          "sig": "3c150cf734ca36433a6f7f3f64f77ed588d14f350a979aa8a60cba94ba03fbcbe3c5bddc1c971835a8912fba483eba73ab5ad77af5b7a473d56b303f9392ce07"
        }
      },
      "receipt_sha256": "43d6997486d562626814b503fc0580c26b7bdb3d7b74f9939399c16e0cd1e0b8"
    },
    {
      "storm_id": "231834",
      "lat": 45.4766,
      "lon": -84.4866,
      "motion_east": 0.9,
      "motion_south": 1.8,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 452.0,
      "ebshear": 13.0,
      "srh01": 0.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.3677
        },
        {
          "name": "alignment",
          "value": 8.9136
        },
        {
          "name": "tau",
          "value": 0.7321
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0428
      },
      "coherence_score": 0.7320649027824402,
      "coherence_diagnostics": {
        "tau": 0.7320649027824402,
        "grad_tau": 0.06217898055911064,
        "torsion": 0.0,
        "alignment": 8.913602828979492,
        "S_field": 0.25448283553123474,
        "Gamma_field": 0.5665434002876282,
        "S_over_Gamma": 0.4491850733757019,
        "Da": 32.95888137817383,
        "E_coh": 0.33212825655937195,
        "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": [
          [
            [
              -84.68,
              45.62
            ],
            [
              -84.64,
              45.62
            ],
            [
              -84.63,
              45.61
            ],
            [
              -84.64,
              45.6
            ],
            [
              -84.58,
              45.57
            ],
            [
              -84.55,
              45.52
            ],
            [
              -84.5,
              45.52
            ],
            [
              -84.48,
              45.5
            ],
            [
              -84.43,
              45.48
            ],
            [
              -84.41,
              45.46
            ],
            [
              -84.39,
              45.46
            ],
            [
              -84.33,
              45.43
            ],
            [
              -84.29,
              45.43
            ],
            [
              -84.28,
              45.42
            ],
            [
              -84.21,
              45.41
            ],
            [
              -84.19,
              45.38
            ],
            [
              -84.19,
              45.35
            ],
            [
              -84.22,
              45.33
            ],
            [
              -84.23,
              45.34
            ],
            [
              -84.26,
              45.34
            ],
            [
              -84.37,
              45.4
            ],
            [
              -84.42,
              45.4
            ],
            [
              -84.45,
              45.42
            ],
            [
              -84.51,
              45.42
            ],
            [
              -84.55,
              45.44
            ],
            [
              -84.59,
              45.44
            ],
            [
              -84.6,
              45.45
            ],
            [
              -84.64,
              45.46
            ],
            [
              -84.65,
              45.48
            ],
            [
              -84.68,
              45.5
            ],
            [
              -84.68,
              45.52
            ],
            [
              -84.69,
              45.53
            ],
            [
              -84.69,
              45.6
            ],
            [
              -84.7,
              45.61
            ],
            [
              -84.68,
              45.62
            ]
          ]
        ]
      },
      "raw_probability": 0.0428,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "bdf4029a430d2217fb55001457c71cee6dd539ab8445b248fff9438ce954d4ff",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.0428,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5776c54d5da78b04446a7ebd8d3b7c9d23be27d92e4f751a5ced1f66782b8348",
        "signature": {
          "alg": "ed25519",
          "sig": "ed323362afc2dce02218a433f7cf0ebbfb675c7714dfbc933685f434489397d9e3a5851c867c669b2ce96cf168c1aa131a568d11f6f56775521afbe0c3b9a108"
        }
      },
      "receipt_sha256": "5776c54d5da78b04446a7ebd8d3b7c9d23be27d92e4f751a5ced1f66782b8348"
    },
    {
      "storm_id": "231951",
      "lat": 45.709,
      "lon": -84.364,
      "motion_east": -1.0,
      "motion_south": 2.6,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 497.0,
      "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": 45.3677
        },
        {
          "name": "alignment",
          "value": 8.9136
        },
        {
          "name": "tau",
          "value": 0.7321
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0428
      },
      "coherence_score": 0.7320649027824402,
      "coherence_diagnostics": {
        "tau": 0.7320649027824402,
        "grad_tau": 0.06217898055911064,
        "torsion": 0.0,
        "alignment": 8.913602828979492,
        "S_field": 0.25448283553123474,
        "Gamma_field": 0.5665434002876282,
        "S_over_Gamma": 0.4491850733757019,
        "Da": 32.95888137817383,
        "E_coh": 0.33212825655937195,
        "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": [
          [
            [
              -84.4,
              45.74
            ],
            [
              -84.35,
              45.74
            ],
            [
              -84.33,
              45.73
            ],
            [
              -84.31,
              45.71
            ],
            [
              -84.31,
              45.68
            ],
            [
              -84.32,
              45.67
            ],
            [
              -84.4,
              45.67
            ],
            [
              -84.41,
              45.68
            ],
            [
              -84.41,
              45.73
            ],
            [
              -84.4,
              45.74
            ]
          ]
        ]
      },
      "raw_probability": 0.0428,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "bdf4029a430d2217fb55001457c71cee6dd539ab8445b248fff9438ce954d4ff",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.0428,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5776c54d5da78b04446a7ebd8d3b7c9d23be27d92e4f751a5ced1f66782b8348",
        "signature": {
          "alg": "ed25519",
          "sig": "ed323362afc2dce02218a433f7cf0ebbfb675c7714dfbc933685f434489397d9e3a5851c867c669b2ce96cf168c1aa131a568d11f6f56775521afbe0c3b9a108"
        }
      },
      "receipt_sha256": "5776c54d5da78b04446a7ebd8d3b7c9d23be27d92e4f751a5ced1f66782b8348"
    },
    {
      "storm_id": "232006",
      "lat": 45.9623,
      "lon": -86.4477,
      "motion_east": 0.7,
      "motion_south": 1.2,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 803.0,
      "ebshear": 23.0,
      "srh01": 15.0,
      "maxllaz": 0.002,
      "mesh": 0.12,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 15.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.8677
        },
        {
          "name": "alignment",
          "value": 9.5469
        },
        {
          "name": "tau",
          "value": 0.5361
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0428
      },
      "coherence_score": 0.5360978245735168,
      "coherence_diagnostics": {
        "tau": 0.5360978245735168,
        "grad_tau": 0.14306606352329254,
        "torsion": 0.0,
        "alignment": 9.546916961669922,
        "S_field": 0.11707581579685211,
        "Gamma_field": 1.0299999713897705,
        "S_over_Gamma": 0.11366584151983261,
        "Da": 60.83197021484375,
        "E_coh": 0.29534852504730225,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -86.6,
              46.05
            ],
            [
              -86.51,
              46.05
            ],
            [
              -86.5,
              46.04
            ],
            [
              -86.46,
              46.03
            ],
            [
              -86.42,
              45.99
            ],
            [
              -86.38,
              45.97
            ],
            [
              -86.35,
              45.97
            ],
            [
              -86.34,
              45.96
            ],
            [
              -86.29,
              45.95
            ],
            [
              -86.27,
              45.93
            ],
            [
              -86.27,
              45.89
            ],
            [
              -86.31,
              45.86
            ],
            [
              -86.39,
              45.86
            ],
            [
              -86.4,
              45.87
            ],
            [
              -86.42,
              45.87
            ],
            [
              -86.47,
              45.91
            ],
            [
              -86.51,
              45.93
            ],
            [
              -86.55,
              45.97
            ],
            [
              -86.59,
              45.98
            ],
            [
              -86.61,
              46.0
            ],
            [
              -86.61,
              46.04
            ],
            [
              -86.6,
              46.05
            ]
          ]
        ]
      },
      "raw_probability": 0.0428,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "bdf4029a430d2217fb55001457c71cee6dd539ab8445b248fff9438ce954d4ff",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.0428,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5776c54d5da78b04446a7ebd8d3b7c9d23be27d92e4f751a5ced1f66782b8348",
        "signature": {
          "alg": "ed25519",
          "sig": "ed323362afc2dce02218a433f7cf0ebbfb675c7714dfbc933685f434489397d9e3a5851c867c669b2ce96cf168c1aa131a568d11f6f56775521afbe0c3b9a108"
        }
      },
      "receipt_sha256": "5776c54d5da78b04446a7ebd8d3b7c9d23be27d92e4f751a5ced1f66782b8348"
    },
    {
      "storm_id": "232040",
      "lat": 45.9691,
      "lon": -86.0555,
      "motion_east": 0.6,
      "motion_south": 1.5,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 768.0,
      "ebshear": 22.0,
      "srh01": 2.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 2.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.8677
        },
        {
          "name": "alignment",
          "value": 9.5469
        },
        {
          "name": "tau",
          "value": 0.5361
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0428
      },
      "coherence_score": 0.5360978245735168,
      "coherence_diagnostics": {
        "tau": 0.5360978245735168,
        "grad_tau": 0.14306606352329254,
        "torsion": 0.0,
        "alignment": 9.546916961669922,
        "S_field": 0.11707581579685211,
        "Gamma_field": 1.0299999713897705,
        "S_over_Gamma": 0.11366584151983261,
        "Da": 60.83197021484375,
        "E_coh": 0.29534852504730225,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -86.05,
              46.03
            ],
            [
              -86.01,
              46.03
            ],
            [
              -86.0,
              46.02
            ],
            [
              -86.0,
              45.97
            ],
            [
              -86.03,
              45.94
            ],
            [
              -86.05,
              45.94
            ],
            [
              -86.07,
              45.92
            ],
            [
              -86.11,
              45.91
            ],
            [
              -86.12,
              45.92
            ],
            [
              -86.12,
              45.95
            ],
            [
              -86.05,
              46.03
            ]
          ]
        ]
      },
      "raw_probability": 0.0428,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "bdf4029a430d2217fb55001457c71cee6dd539ab8445b248fff9438ce954d4ff",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.0428,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5776c54d5da78b04446a7ebd8d3b7c9d23be27d92e4f751a5ced1f66782b8348",
        "signature": {
          "alg": "ed25519",
          "sig": "ed323362afc2dce02218a433f7cf0ebbfb675c7714dfbc933685f434489397d9e3a5851c867c669b2ce96cf168c1aa131a568d11f6f56775521afbe0c3b9a108"
        }
      },
      "receipt_sha256": "5776c54d5da78b04446a7ebd8d3b7c9d23be27d92e4f751a5ced1f66782b8348"
    },
    {
      "storm_id": "232068",
      "lat": 46.8373,
      "lon": -81.9373,
      "motion_east": 3.5,
      "motion_south": 1.2,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 65.0,
      "ebshear": 14.0,
      "srh01": 20.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 20.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.7427
        },
        {
          "name": "alignment",
          "value": 4.8096
        },
        {
          "name": "tau",
          "value": 0.8323
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0424
      },
      "coherence_score": 0.8323345184326172,
      "coherence_diagnostics": {
        "tau": 0.8323345184326172,
        "grad_tau": 0.0838836133480072,
        "torsion": 0.0,
        "alignment": 4.809600830078125,
        "S_field": 0.42999503016471863,
        "Gamma_field": 0.23487672209739685,
        "S_over_Gamma": 1.8307265043258667,
        "Da": 13.92640209197998,
        "E_coh": 0.7324780225753784,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.97,
              46.88
            ],
            [
              -81.91,
              46.87
            ],
            [
              -81.9,
              46.86
            ],
            [
              -81.91,
              46.83
            ],
            [
              -81.89,
              46.81
            ],
            [
              -81.89,
              46.79
            ],
            [
              -81.96,
              46.79
            ],
            [
              -81.97,
              46.81
            ],
            [
              -81.96,
              46.83
            ],
            [
              -81.98,
              46.86
            ],
            [
              -81.97,
              46.88
            ]
          ]
        ]
      },
      "raw_probability": 0.0424,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "a223d13bb6a34ce163a70a9ec02aee07eda08701370ea2d4981be6179bec485f",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.0424,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d64deac2408e47e7b50bc3e26c36b79cb219d5eed0516f38a470c98b3266623a",
        "signature": {
          "alg": "ed25519",
          "sig": "15ed113665c42b391452a27a9bcf5c2f4f0ca1cc66af8b085ecd602d60ed2df981e189014e669de938a643b5ff5a66badde04baeb23efdd44388fd8bc3b8e40f"
        }
      },
      "receipt_sha256": "d64deac2408e47e7b50bc3e26c36b79cb219d5eed0516f38a470c98b3266623a"
    },
    {
      "storm_id": "232069",
      "lat": 46.7695,
      "lon": -82.2623,
      "motion_east": 3.7,
      "motion_south": 1.0,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 88.0,
      "ebshear": 16.0,
      "srh01": 13.0,
      "maxllaz": 0.0,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 13.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.7427
        },
        {
          "name": "alignment",
          "value": 4.8096
        },
        {
          "name": "tau",
          "value": 0.8323
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0424
      },
      "coherence_score": 0.8323345184326172,
      "coherence_diagnostics": {
        "tau": 0.8323345184326172,
        "grad_tau": 0.0838836133480072,
        "torsion": 0.0,
        "alignment": 4.809600830078125,
        "S_field": 0.42999503016471863,
        "Gamma_field": 0.23487672209739685,
        "S_over_Gamma": 1.8307265043258667,
        "Da": 13.92640209197998,
        "E_coh": 0.7324780225753784,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -82.28,
              46.81
            ],
            [
              -82.26,
              46.8
            ],
            [
              -82.24,
              46.8
            ],
            [
              -82.23,
              46.81
            ],
            [
              -82.22,
              46.79
            ],
            [
              -82.23,
              46.78
            ],
            [
              -82.24,
              46.79
            ],
            [
              -82.25,
              46.78
            ],
            [
              -82.25,
              46.75
            ],
            [
              -82.24,
              46.74
            ],
            [
              -82.23,
              46.75
            ],
            [
              -82.22,
              46.73
            ],
            [
              -82.24,
              46.73
            ],
            [
              -82.25,
              46.72
            ],
            [
              -82.31,
              46.72
            ],
            [
              -82.31,
              46.73
            ],
            [
              -82.29,
              46.75
            ],
            [
              -82.29,
              46.76
            ],
            [
              -82.31,
              46.78
            ],
            [
              -82.31,
              46.8
            ],
            [
              -82.29,
              46.8
            ],
            [
              -82.28,
              46.81
            ]
          ]
        ]
      },
      "raw_probability": 0.0424,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "a223d13bb6a34ce163a70a9ec02aee07eda08701370ea2d4981be6179bec485f",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.0424,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d64deac2408e47e7b50bc3e26c36b79cb219d5eed0516f38a470c98b3266623a",
        "signature": {
          "alg": "ed25519",
          "sig": "15ed113665c42b391452a27a9bcf5c2f4f0ca1cc66af8b085ecd602d60ed2df981e189014e669de938a643b5ff5a66badde04baeb23efdd44388fd8bc3b8e40f"
        }
      },
      "receipt_sha256": "d64deac2408e47e7b50bc3e26c36b79cb219d5eed0516f38a470c98b3266623a"
    },
    {
      "storm_id": "231746",
      "lat": 46.3268,
      "lon": -85.8568,
      "motion_east": -2.0,
      "motion_south": 2.4,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 615.0,
      "ebshear": 17.0,
      "srh01": 8.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 8.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.8677
        },
        {
          "name": "alignment",
          "value": 9.5469
        },
        {
          "name": "tau",
          "value": 0.5361
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0415
      },
      "coherence_score": 0.5360978245735168,
      "coherence_diagnostics": {
        "tau": 0.5360978245735168,
        "grad_tau": 0.14306606352329254,
        "torsion": 0.0,
        "alignment": 9.546916961669922,
        "S_field": 0.11707581579685211,
        "Gamma_field": 1.0299999713897705,
        "S_over_Gamma": 0.11366584151983261,
        "Da": 60.83197021484375,
        "E_coh": 0.29534852504730225,
        "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": [
          [
            [
              -85.78,
              46.4
            ],
            [
              -85.75,
              46.4
            ],
            [
              -85.71,
              46.37
            ],
            [
              -85.71,
              46.32
            ],
            [
              -85.73,
              46.31
            ],
            [
              -85.77,
              46.27
            ],
            [
              -85.83,
              46.24
            ],
            [
              -85.86,
              46.24
            ],
            [
              -85.87,
              46.23
            ],
            [
              -85.97,
              46.23
            ],
            [
              -85.99,
              46.25
            ],
            [
              -85.99,
              46.31
            ],
            [
              -85.97,
              46.33
            ],
            [
              -85.97,
              46.37
            ],
            [
              -85.96,
              46.38
            ],
            [
              -85.93,
              46.38
            ],
            [
              -85.92,
              46.39
            ],
            [
              -85.79,
              46.39
            ],
            [
              -85.78,
              46.4
            ]
          ]
        ]
      },
      "raw_probability": 0.0415,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "eafd53a415be03cccac94d086db4bd64c30556723b39b7b32ad5c3bef1be1206",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.0415,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "10eb5adbef506eb61695a3a9c448f1dd21517bfd5637dc9f5b715f6566e74233",
        "signature": {
          "alg": "ed25519",
          "sig": "e05653a1be9b28cc96b9eb2c8f822d57a5d9540ffc96e5b108ca0566c014e27fce028aafbb9aa751145b025b3e374af69fabff309b06e968c897d60a0c08370f"
        }
      },
      "receipt_sha256": "10eb5adbef506eb61695a3a9c448f1dd21517bfd5637dc9f5b715f6566e74233"
    },
    {
      "storm_id": "232087",
      "lat": 48.3943,
      "lon": -80.3243,
      "motion_east": -2.0,
      "motion_south": 3.6,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1371.0,
      "ebshear": 21.0,
      "srh01": 28.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 28.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.6177
        },
        {
          "name": "alignment",
          "value": 3.3315
        },
        {
          "name": "tau",
          "value": 0.4839
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0414
      },
      "coherence_score": 0.4838804602622986,
      "coherence_diagnostics": {
        "tau": 0.4838804602622986,
        "grad_tau": 0.40573692321777344,
        "torsion": 0.0,
        "alignment": 3.3315064907073975,
        "S_field": 0.3325895071029663,
        "Gamma_field": 0.23321004211902618,
        "S_over_Gamma": 1.4261372089385986,
        "Da": 13.574496269226074,
        "E_coh": 0.703026533126831,
        "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": [
          [
            [
              -80.33,
              48.42
            ],
            [
              -80.29,
              48.42
            ],
            [
              -80.29,
              48.4
            ],
            [
              -80.33,
              48.35
            ],
            [
              -80.35,
              48.35
            ],
            [
              -80.35,
              48.4
            ],
            [
              -80.33,
              48.42
            ]
          ]
        ]
      },
      "raw_probability": 0.0414,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "d9429158906e0da29843b6206b90a996c8d5f49aa9d9d5195cddd33b933bac53",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.0414,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "76d5a8769f0b03b6675d731f60860279e26ae18535f5e14df9a78fe70114fc89",
        "signature": {
          "alg": "ed25519",
          "sig": "852f18478aa38a49605f36916155c82692a29e66ee692f10b0dd95ad5703be3bf4b837fa1c817f435e18cafabe606e7b46c8af63360559a8738dd7d1e36c2a09"
        }
      },
      "receipt_sha256": "76d5a8769f0b03b6675d731f60860279e26ae18535f5e14df9a78fe70114fc89"
    },
    {
      "storm_id": "232064",
      "lat": 47.3194,
      "lon": -81.3011,
      "motion_east": 2.3,
      "motion_south": 3.3,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 535.0,
      "ebshear": 13.0,
      "srh01": 46.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 46.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.9927
        },
        {
          "name": "alignment",
          "value": 2.1735
        },
        {
          "name": "tau",
          "value": 0.8947
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.041
      },
      "coherence_score": 0.8946853280067444,
      "coherence_diagnostics": {
        "tau": 0.8946853280067444,
        "grad_tau": 0.05811765789985657,
        "torsion": 0.0,
        "alignment": 2.173466205596924,
        "S_field": 0.4294036328792572,
        "Gamma_field": 0.2148767113685608,
        "S_over_Gamma": 1.9983720779418945,
        "Da": 12.660796165466309,
        "E_coh": 0.9217474460601807,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.27,
              47.38
            ],
            [
              -81.2,
              47.38
            ],
            [
              -81.17,
              47.35
            ],
            [
              -81.17,
              47.32
            ],
            [
              -81.22,
              47.29
            ],
            [
              -81.24,
              47.29
            ],
            [
              -81.25,
              47.28
            ],
            [
              -81.29,
              47.28
            ],
            [
              -81.32,
              47.26
            ],
            [
              -81.4,
              47.26
            ],
            [
              -81.42,
              47.28
            ],
            [
              -81.42,
              47.31
            ],
            [
              -81.41,
              47.32
            ],
            [
              -81.37,
              47.33
            ],
            [
              -81.36,
              47.34
            ],
            [
              -81.33,
              47.34
            ],
            [
              -81.31,
              47.36
            ],
            [
              -81.27,
              47.38
            ]
          ]
        ]
      },
      "raw_probability": 0.041,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "cbb2036f0403e0a8f87a5501bafefcf4d1d937311c1143a000177493b037be00",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.041,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f8896949fe1a2a9d9fb4faa9f67af4094532e2f1654d988ccd8273a0827bc197",
        "signature": {
          "alg": "ed25519",
          "sig": "131e76c122c0a81bf8f0b8fa89d5a3c07710d3d074c5c4fdd0c617b1d5ca8e7e3c1774aeceac228b686cb2c8e125d38f4b84f414a81c3f34ae5e1e40278f460f"
        }
      },
      "receipt_sha256": "f8896949fe1a2a9d9fb4faa9f67af4094532e2f1654d988ccd8273a0827bc197"
    },
    {
      "storm_id": "232070",
      "lat": 45.9189,
      "lon": -84.0844,
      "motion_east": -1.0,
      "motion_south": 2.8,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 663.0,
      "ebshear": 20.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.7427
        },
        {
          "name": "alignment",
          "value": -1.2296
        },
        {
          "name": "tau",
          "value": 0.7246
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0405
      },
      "coherence_score": 0.7246125340461731,
      "coherence_diagnostics": {
        "tau": 0.7246125340461731,
        "grad_tau": 0.06438712775707245,
        "torsion": 0.0,
        "alignment": -1.2295646667480469,
        "S_field": 0.25716039538383484,
        "Gamma_field": 0.2800000011920929,
        "S_over_Gamma": 0.918429970741272,
        "Da": 16.98440933227539,
        "E_coh": 0.8600522875785828,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.12,
              45.95
            ],
            [
              -84.03,
              45.95
            ],
            [
              -84.02,
              45.94
            ],
            [
              -84.02,
              45.9
            ],
            [
              -84.05,
              45.88
            ],
            [
              -84.12,
              45.88
            ],
            [
              -84.14,
              45.89
            ],
            [
              -84.14,
              45.93
            ],
            [
              -84.12,
              45.95
            ]
          ]
        ]
      },
      "raw_probability": 0.0405,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "1c3c634d5f544682301a3acaf61a1819d53b973a57289a8a3b764674337b0b1a",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.0405,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "04a970eef323d7151129ba96bac6d1a8c626c3732f02209c8634dcaa89c68175",
        "signature": {
          "alg": "ed25519",
          "sig": "2ed500d784a8e1815d7cb908db23d32b232d86d6ddd21793f0caaaa2fb12d68de029fe9535203aef8886fab040e3bee1d012be7335744d6be08f5238156a2000"
        }
      },
      "receipt_sha256": "04a970eef323d7151129ba96bac6d1a8c626c3732f02209c8634dcaa89c68175"
    },
    {
      "storm_id": "231773",
      "lat": 43.85,
      "lon": -88.211,
      "motion_east": 3.7,
      "motion_south": 1.0,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 138.0,
      "ebshear": 31.0,
      "srh01": 0.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.6177
        },
        {
          "name": "alignment",
          "value": 1.2513
        },
        {
          "name": "tau",
          "value": 0.9147
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0404
      },
      "coherence_score": 0.914655864238739,
      "coherence_diagnostics": {
        "tau": 0.914655864238739,
        "grad_tau": 0.14696219563484192,
        "torsion": 0.0,
        "alignment": 1.2513155937194824,
        "S_field": 0.15140151977539062,
        "Gamma_field": 0.23904338479042053,
        "S_over_Gamma": 0.633364200592041,
        "Da": 14.336817741394043,
        "E_coh": 0.5365591049194336,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -88.25,
              43.88
            ],
            [
              -88.2,
              43.88
            ],
            [
              -88.19,
              43.87
            ],
            [
              -88.15,
              43.86
            ],
            [
              -88.15,
              43.82
            ],
            [
              -88.16,
              43.81
            ],
            [
              -88.24,
              43.81
            ],
            [
              -88.26,
              43.82
            ],
            [
              -88.26,
              43.87
            ],
            [
              -88.25,
              43.88
            ]
          ]
        ]
      },
      "raw_probability": 0.0404,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "97b2ecbc233dcef0bb3cf15e5732d1c96a3f2a03137ecfc8805357df061a5893",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.0404,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8e869b60e832088db1301f479b70557acf88816dab44fc2402f8b563b32763e1",
        "signature": {
          "alg": "ed25519",
          "sig": "869ae940fd4805afb1aa816ac6d66269338319806b657423445a550424886920d7a8a1871c77a067de22ccf4a2c612fc3376f1164d19331bf19b4c1e3d1a7205"
        }
      },
      "receipt_sha256": "8e869b60e832088db1301f479b70557acf88816dab44fc2402f8b563b32763e1"
    },
    {
      "storm_id": "232063",
      "lat": 47.5572,
      "lon": -81.4248,
      "motion_east": 2.1,
      "motion_south": 3.3,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 776.0,
      "ebshear": 9.0,
      "srh01": 17.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 17.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.8677
        },
        {
          "name": "alignment",
          "value": 3.0795
        },
        {
          "name": "tau",
          "value": 0.8131
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.04
      },
      "coherence_score": 0.8131141066551208,
      "coherence_diagnostics": {
        "tau": 0.8131141066551208,
        "grad_tau": 0.20754188299179077,
        "torsion": 0.0,
        "alignment": 3.079464912414551,
        "S_field": 0.5715636014938354,
        "Gamma_field": 0.2940433621406555,
        "S_over_Gamma": 1.9438072443008423,
        "Da": 17.345104217529297,
        "E_coh": 0.9160258173942566,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.47,
              47.64
            ],
            [
              -81.45,
              47.64
            ],
            [
              -81.42,
              47.61
            ],
            [
              -81.36,
              47.61
            ],
            [
              -81.34,
              47.59
            ],
            [
              -81.34,
              47.57
            ],
            [
              -81.32,
              47.55
            ],
            [
              -81.29,
              47.54
            ],
            [
              -81.26,
              47.51
            ],
            [
              -81.26,
              47.48
            ],
            [
              -81.34,
              47.41
            ],
            [
              -81.4,
              47.41
            ],
            [
              -81.42,
              47.43
            ],
            [
              -81.42,
              47.46
            ],
            [
              -81.43,
              47.47
            ],
            [
              -81.42,
              47.49
            ],
            [
              -81.42,
              47.57
            ],
            [
              -81.43,
              47.58
            ],
            [
              -81.45,
              47.59
            ],
            [
              -81.47,
              47.58
            ],
            [
              -81.5,
              47.58
            ],
            [
              -81.51,
              47.57
            ],
            [
              -81.53,
              47.57
            ],
            [
              -81.54,
              47.58
            ],
            [
              -81.54,
              47.61
            ],
            [
              -81.53,
              47.62
            ],
            [
              -81.51,
              47.63
            ],
            [
              -81.48,
              47.63
            ],
            [
              -81.47,
              47.64
            ]
          ]
        ]
      },
      "raw_probability": 0.04,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "62e8a630de23ba07e29647a6b9eeaf499d8da6e0888099f8742178996baceb9b",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.04,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4a4e0bfa17b7193f4106c44924a03c3ae4bb67b6a38715d3e919c86da2c02f49",
        "signature": {
          "alg": "ed25519",
          "sig": "9252ad4aa7b06b3989d162c9a6a78834cb931775e21176872e255d15abd4cc038861cd0f15d671291ae7b66ed63a4e5eb744531d28eb6194a29d8c5074df0909"
        }
      },
      "receipt_sha256": "4a4e0bfa17b7193f4106c44924a03c3ae4bb67b6a38715d3e919c86da2c02f49"
    },
    {
      "storm_id": "231968",
      "lat": 48.5933,
      "lon": -79.12,
      "motion_east": 3.3,
      "motion_south": 1.7,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1504.0,
      "ebshear": 16.0,
      "srh01": 20.0,
      "maxllaz": 0.004,
      "mesh": 0.27,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 20.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.8677
        },
        {
          "name": "alignment",
          "value": 3.0778
        },
        {
          "name": "tau",
          "value": 0.4399
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0399
      },
      "coherence_score": 0.43993547558784485,
      "coherence_diagnostics": {
        "tau": 0.43993547558784485,
        "grad_tau": 0.38797637820243835,
        "torsion": 0.0,
        "alignment": 3.0778145790100098,
        "S_field": 0.3015062212944031,
        "Gamma_field": 0.3915433883666992,
        "S_over_Gamma": 0.7700455188751221,
        "Da": 22.68389892578125,
        "E_coh": 0.3930421769618988,
        "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": [
          [
            [
              -79.04,
              48.65
            ],
            [
              -79.02,
              48.63
            ],
            [
              -79.02,
              48.6
            ],
            [
              -79.1,
              48.53
            ],
            [
              -79.22,
              48.53
            ],
            [
              -79.23,
              48.54
            ],
            [
              -79.22,
              48.58
            ],
            [
              -79.2,
              48.59
            ],
            [
              -79.15,
              48.59
            ],
            [
              -79.12,
              48.61
            ],
            [
              -79.08,
              48.62
            ],
            [
              -79.04,
              48.65
            ]
          ]
        ]
      },
      "raw_probability": 0.0399,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "c842aac0dc2e7979620538185909a91b6a61562cb480d91541cfc19d6a629b5b",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.0399,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c38329b7ba5b8618a8aea9dda736a622b9e7609c82b6bc1aa36ec55ef2dea644",
        "signature": {
          "alg": "ed25519",
          "sig": "dd46aebb2cff70531ff3017398f88433e26ad85bcff5685aa5aff9bbef502a0c8fd59a326c6a749312e774ff8e007ea76cf0fea63eb576f9dc367a65aa11ea0a"
        }
      },
      "receipt_sha256": "c38329b7ba5b8618a8aea9dda736a622b9e7609c82b6bc1aa36ec55ef2dea644"
    },
    {
      "storm_id": "231672",
      "lat": 46.4233,
      "lon": -85.202,
      "motion_east": -3.0,
      "motion_south": 1.0,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 421.0,
      "ebshear": 16.0,
      "srh01": 22.0,
      "maxllaz": 0.002,
      "mesh": 0.13,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 22.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.3677
        },
        {
          "name": "alignment",
          "value": 2.2332
        },
        {
          "name": "tau",
          "value": 0.6427
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0393
      },
      "coherence_score": 0.6426665186882019,
      "coherence_diagnostics": {
        "tau": 0.6426665186882019,
        "grad_tau": 0.10902132838964462,
        "torsion": 0.0,
        "alignment": 2.233233690261841,
        "S_field": 0.11881913989782333,
        "Gamma_field": 0.15154337882995605,
        "S_over_Gamma": 0.7840602397918701,
        "Da": 8.834595680236816,
        "E_coh": 0.5819299221038818,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -85.28,
              46.5
            ],
            [
              -85.23,
              46.5
            ],
            [
              -85.21,
              46.48
            ],
            [
              -85.18,
              46.48
            ],
            [
              -85.12,
              46.45
            ],
            [
              -85.08,
              46.41
            ],
            [
              -85.08,
              46.37
            ],
            [
              -85.11,
              46.34
            ],
            [
              -85.16,
              46.34
            ],
            [
              -85.17,
              46.35
            ],
            [
              -85.19,
              46.35
            ],
            [
              -85.26,
              46.4
            ],
            [
              -85.34,
              46.41
            ],
            [
              -85.34,
              46.47
            ],
            [
              -85.28,
              46.5
            ]
          ]
        ]
      },
      "raw_probability": 0.0393,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "d951db0004bbc471035dfac6dd53b34e7f0e8f84a1bcd407db9d5dc5ac7901a8",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.0393,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5bb02ad2df0ede6bb1882fc2453ce0ff75d219ded0dacea8ffbd1cec4701d44a",
        "signature": {
          "alg": "ed25519",
          "sig": "cf56e23858a49a244ad190b8b6a15b33da05a7a522d7a7c92562d984fd8e8ed06241147eb9b66c39a38df81c8336c1874a04cc191d774283601aa4bca621f703"
        }
      },
      "receipt_sha256": "5bb02ad2df0ede6bb1882fc2453ce0ff75d219ded0dacea8ffbd1cec4701d44a"
    },
    {
      "storm_id": "232020",
      "lat": 49.1288,
      "lon": -85.42,
      "motion_east": 3.7,
      "motion_south": 1.0,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1081.0,
      "ebshear": 17.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.23,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 26.9927
        },
        {
          "name": "alignment",
          "value": 4.1198
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0389
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.27723193168640137,
        "torsion": 0.0,
        "alignment": 4.119804382324219,
        "S_field": 0.15922091901302338,
        "Gamma_field": 0.2807100713253021,
        "S_over_Gamma": 0.5672076940536499,
        "Da": 15.75867748260498,
        "E_coh": 0.3789251744747162,
        "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": [
          [
            [
              -85.44,
              49.17
            ],
            [
              -85.39,
              49.17
            ],
            [
              -85.39,
              49.11
            ],
            [
              -85.38,
              49.09
            ],
            [
              -85.45,
              49.09
            ],
            [
              -85.45,
              49.1
            ],
            [
              -85.42,
              49.13
            ],
            [
              -85.44,
              49.17
            ]
          ]
        ]
      },
      "raw_probability": 0.0389,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "a163ea31ff445f5a601d46e720a4d30132b3e482d8fef4399bc1668f4f867fce",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.0389,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "cc0c41e9f12e9307f07ee2822378d80c3b5f14749adb2e760b46a2d71d23a565",
        "signature": {
          "alg": "ed25519",
          "sig": "8911489e4dee44b0bd21bd8f04f3994b09e5521f04a91544054161063069a41c179ef58b1c32102fd0e89a68e3a62ed882cb99d739bb487542e2522cbf7bf00e"
        }
      },
      "receipt_sha256": "cc0c41e9f12e9307f07ee2822378d80c3b5f14749adb2e760b46a2d71d23a565"
    },
    {
      "storm_id": "232059",
      "lat": 49.254,
      "lon": -85.153,
      "motion_east": 3.7,
      "motion_south": 1.0,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 931.0,
      "ebshear": 17.0,
      "srh01": 3.0,
      "maxllaz": 0.001,
      "mesh": 0.5,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 3.0
        },
        {
          "name": "hrrr_pwat",
          "value": 26.9927
        },
        {
          "name": "alignment",
          "value": 4.1198
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0389
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.27723193168640137,
        "torsion": 0.0,
        "alignment": 4.119804382324219,
        "S_field": 0.15922091901302338,
        "Gamma_field": 0.2807100713253021,
        "S_over_Gamma": 0.5672076940536499,
        "Da": 15.75867748260498,
        "E_coh": 0.3789251744747162,
        "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": [
          [
            [
              -85.21,
              49.31
            ],
            [
              -85.13,
              49.31
            ],
            [
              -85.13,
              49.3
            ],
            [
              -85.15,
              49.29
            ],
            [
              -85.14,
              49.28
            ],
            [
              -85.12,
              49.28
            ],
            [
              -85.11,
              49.27
            ],
            [
              -85.03,
              49.27
            ],
            [
              -85.02,
              49.26
            ],
            [
              -85.02,
              49.2
            ],
            [
              -85.12,
              49.2
            ],
            [
              -85.16,
              49.18
            ],
            [
              -85.21,
              49.18
            ],
            [
              -85.22,
              49.19
            ],
            [
              -85.22,
              49.21
            ],
            [
              -85.24,
              49.23
            ],
            [
              -85.24,
              49.24
            ],
            [
              -85.19,
              49.28
            ],
            [
              -85.19,
              49.29
            ],
            [
              -85.21,
              49.31
            ]
          ]
        ]
      },
      "raw_probability": 0.0389,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "a163ea31ff445f5a601d46e720a4d30132b3e482d8fef4399bc1668f4f867fce",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.0389,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "cc0c41e9f12e9307f07ee2822378d80c3b5f14749adb2e760b46a2d71d23a565",
        "signature": {
          "alg": "ed25519",
          "sig": "8911489e4dee44b0bd21bd8f04f3994b09e5521f04a91544054161063069a41c179ef58b1c32102fd0e89a68e3a62ed882cb99d739bb487542e2522cbf7bf00e"
        }
      },
      "receipt_sha256": "cc0c41e9f12e9307f07ee2822378d80c3b5f14749adb2e760b46a2d71d23a565"
    },
    {
      "storm_id": "231701",
      "lat": 48.218,
      "lon": -80.555,
      "motion_east": 1.0,
      "motion_south": 2.1,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1466.0,
      "ebshear": 17.0,
      "srh01": 31.0,
      "maxllaz": 0.001,
      "mesh": 0.08,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 31.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.6177
        },
        {
          "name": "alignment",
          "value": 3.3315
        },
        {
          "name": "tau",
          "value": 0.4839
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0381
      },
      "coherence_score": 0.4838804602622986,
      "coherence_diagnostics": {
        "tau": 0.4838804602622986,
        "grad_tau": 0.40573692321777344,
        "torsion": 0.0,
        "alignment": 3.3315064907073975,
        "S_field": 0.3325895071029663,
        "Gamma_field": 0.23321004211902618,
        "S_over_Gamma": 1.4261372089385986,
        "Da": 13.574496269226074,
        "E_coh": 0.703026533126831,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -80.57,
              48.26
            ],
            [
              -80.55,
              48.26
            ],
            [
              -80.51,
              48.24
            ],
            [
              -80.5,
              48.21
            ],
            [
              -80.52,
              48.17
            ],
            [
              -80.57,
              48.17
            ],
            [
              -80.58,
              48.18
            ],
            [
              -80.59,
              48.2
            ],
            [
              -80.59,
              48.23
            ],
            [
              -80.57,
              48.26
            ]
          ]
        ]
      },
      "raw_probability": 0.0381,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "2bac37013a5af90f9494fc2d725cd8c8c5e23a7502fc0f8bb5d7700d0e2cbb68",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.0381,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "06fb3b37a33c39323ab3968cee47a8634a8af27cf9a7f690d7bbce148f74ba34",
        "signature": {
          "alg": "ed25519",
          "sig": "40886a6080f8076698f05ef17bfde4004b28a6081241faa6428161c246648f7d59a565eafd28abc6c42241a88545a716735fa579dc031b99bbf8f32615c9200d"
        }
      },
      "receipt_sha256": "06fb3b37a33c39323ab3968cee47a8634a8af27cf9a7f690d7bbce148f74ba34"
    },
    {
      "storm_id": "232005",
      "lat": 46.0425,
      "lon": -84.9237,
      "motion_east": 0.9,
      "motion_south": 1.9,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 594.0,
      "ebshear": 12.0,
      "srh01": 8.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 8.0
        },
        {
          "name": "hrrr_pwat",
          "value": 41.3677
        },
        {
          "name": "alignment",
          "value": 2.2332
        },
        {
          "name": "tau",
          "value": 0.6427
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.038
      },
      "coherence_score": 0.6426665186882019,
      "coherence_diagnostics": {
        "tau": 0.6426665186882019,
        "grad_tau": 0.10902132838964462,
        "torsion": 0.0,
        "alignment": 2.233233690261841,
        "S_field": 0.11881913989782333,
        "Gamma_field": 0.15154337882995605,
        "S_over_Gamma": 0.7840602397918701,
        "Da": 8.834595680236816,
        "E_coh": 0.5819299221038818,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.93,
              46.09
            ],
            [
              -84.88,
              46.06
            ],
            [
              -84.88,
              46.0
            ],
            [
              -84.89,
              45.99
            ],
            [
              -84.94,
              46.0
            ],
            [
              -84.97,
              46.03
            ],
            [
              -84.97,
              46.08
            ],
            [
              -84.93,
              46.09
            ]
          ]
        ]
      },
      "raw_probability": 0.038,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "ec2d6db6712a9ec506c8fe9efd4c61253421d769f6e55f648faa689ef4434997",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.038,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "992898591c4a8decb6f2149c21f58326bd570f49abfd0bb5f736a12c3bba18ea",
        "signature": {
          "alg": "ed25519",
          "sig": "b6741db7d4452c727c45a67a135c7acc21d0ed3960ea94b0a056d8defc825264cd652fd8b8920f29c5291414ee4fe2b721f2ace2c7c10a43ca6b6919d9ddc00b"
        }
      },
      "receipt_sha256": "992898591c4a8decb6f2149c21f58326bd570f49abfd0bb5f736a12c3bba18ea"
    },
    {
      "storm_id": "232062",
      "lat": 47.6529,
      "lon": -80.9093,
      "motion_east": 2.8,
      "motion_south": 2.4,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1033.0,
      "ebshear": 13.0,
      "srh01": 40.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 40.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.8677
        },
        {
          "name": "alignment",
          "value": 3.0795
        },
        {
          "name": "tau",
          "value": 0.8131
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.038
      },
      "coherence_score": 0.8131141066551208,
      "coherence_diagnostics": {
        "tau": 0.8131141066551208,
        "grad_tau": 0.20754188299179077,
        "torsion": 0.0,
        "alignment": 3.079464912414551,
        "S_field": 0.5715636014938354,
        "Gamma_field": 0.2940433621406555,
        "S_over_Gamma": 1.9438072443008423,
        "Da": 17.345104217529297,
        "E_coh": 0.9160258173942566,
        "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": [
          [
            [
              -80.94,
              47.7
            ],
            [
              -80.92,
              47.7
            ],
            [
              -80.91,
              47.69
            ],
            [
              -80.87,
              47.69
            ],
            [
              -80.83,
              47.67
            ],
            [
              -80.84,
              47.65
            ],
            [
              -80.84,
              47.61
            ],
            [
              -80.86,
              47.6
            ],
            [
              -80.92,
              47.6
            ],
            [
              -80.93,
              47.61
            ],
            [
              -80.97,
              47.62
            ],
            [
              -80.98,
              47.63
            ],
            [
              -80.98,
              47.67
            ],
            [
              -80.94,
              47.7
            ]
          ]
        ]
      },
      "raw_probability": 0.038,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "ec2d6db6712a9ec506c8fe9efd4c61253421d769f6e55f648faa689ef4434997",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.038,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "992898591c4a8decb6f2149c21f58326bd570f49abfd0bb5f736a12c3bba18ea",
        "signature": {
          "alg": "ed25519",
          "sig": "b6741db7d4452c727c45a67a135c7acc21d0ed3960ea94b0a056d8defc825264cd652fd8b8920f29c5291414ee4fe2b721f2ace2c7c10a43ca6b6919d9ddc00b"
        }
      },
      "receipt_sha256": "992898591c4a8decb6f2149c21f58326bd570f49abfd0bb5f736a12c3bba18ea"
    },
    {
      "storm_id": "231902",
      "lat": 49.028,
      "lon": -79.502,
      "motion_east": 3.3,
      "motion_south": 1.2,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1169.0,
      "ebshear": 21.0,
      "srh01": 9.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 9.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.1177
        },
        {
          "name": "alignment",
          "value": 0.8073
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0371
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.43993547558784485,
        "torsion": 0.0,
        "alignment": 0.8073043823242188,
        "S_field": 0.14108465611934662,
        "Gamma_field": 0.19071003794670105,
        "S_over_Gamma": 0.7397862076759338,
        "Da": 10.95732307434082,
        "E_coh": 0.3213449716567993,
        "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": [
          [
            [
              -79.53,
              49.06
            ],
            [
              -79.47,
              49.06
            ],
            [
              -79.45,
              49.04
            ],
            [
              -79.44,
              49.0
            ],
            [
              -79.46,
              48.98
            ],
            [
              -79.53,
              48.98
            ],
            [
              -79.53,
              49.02
            ],
            [
              -79.54,
              49.03
            ],
            [
              -79.54,
              49.05
            ],
            [
              -79.53,
              49.06
            ]
          ]
        ]
      },
      "raw_probability": 0.0371,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "1ca9995c4675aea9d1e772190509c41b0b4accc4695de362acfe34a3f3a64c63",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.0371,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e1c53f379fe4ef6877becad1c8e71f59544959e3dc17600e1f48d926b1e220a2",
        "signature": {
          "alg": "ed25519",
          "sig": "f72dca3170b20e3087eb7b016b9351449d62ccbf5e798952d27236d1e7cebdf6e3212cba830cae9d70aec710e9e2d4efdda6912ebe49d387c5bb99196d87aa08"
        }
      },
      "receipt_sha256": "e1c53f379fe4ef6877becad1c8e71f59544959e3dc17600e1f48d926b1e220a2"
    },
    {
      "storm_id": "231423",
      "lat": 44.6822,
      "lon": -88.4089,
      "motion_east": 3.7,
      "motion_south": 1.0,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 466.0,
      "ebshear": 31.0,
      "srh01": 10.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 10.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.9927
        },
        {
          "name": "alignment",
          "value": 2.9647
        },
        {
          "name": "tau",
          "value": 0.8578
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.037
      },
      "coherence_score": 0.8578352928161621,
      "coherence_diagnostics": {
        "tau": 0.8578352928161621,
        "grad_tau": 0.14823584258556366,
        "torsion": 0.0,
        "alignment": 2.9646599292755127,
        "S_field": 0.19187632203102112,
        "Gamma_field": 0.3123767077922821,
        "S_over_Gamma": 0.6142465472221375,
        "Da": 19.342084884643555,
        "E_coh": 0.36687615513801575,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -88.42,
              44.71
            ],
            [
              -88.39,
              44.71
            ],
            [
              -88.38,
              44.7
            ],
            [
              -88.38,
              44.65
            ],
            [
              -88.39,
              44.64
            ],
            [
              -88.43,
              44.65
            ],
            [
              -88.43,
              44.68
            ],
            [
              -88.44,
              44.69
            ],
            [
              -88.42,
              44.71
            ]
          ]
        ]
      },
      "raw_probability": 0.037,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "42353c18c6896778d5299042f3c52771dc05092baa64ad8a77ae3d0162c437d8",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.037,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "bfc8cf90ca26a9d533ea1606d632ce300bf026b0c3bcf4dee0da16b47125e65e",
        "signature": {
          "alg": "ed25519",
          "sig": "5465a7a435f0481253c38d06bd15041ecc78b6a170d1b4a9a1b8f6e008e17e5b41d0b353e528c178c80e8af0f0973264408bd2ad8768ff0956ef7a93b2fc6e04"
        }
      },
      "receipt_sha256": "bfc8cf90ca26a9d533ea1606d632ce300bf026b0c3bcf4dee0da16b47125e65e"
    },
    {
      "storm_id": "231285",
      "lat": 48.5611,
      "lon": -80.1967,
      "motion_east": -2.0,
      "motion_south": 3.5,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1344.0,
      "ebshear": 19.0,
      "srh01": 20.0,
      "maxllaz": 0.002,
      "mesh": 0.13,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 20.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.6177
        },
        {
          "name": "alignment",
          "value": 3.3315
        },
        {
          "name": "tau",
          "value": 0.4839
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0333
      },
      "coherence_score": 0.4838804602622986,
      "coherence_diagnostics": {
        "tau": 0.4838804602622986,
        "grad_tau": 0.40573692321777344,
        "torsion": 0.0,
        "alignment": 3.3315064907073975,
        "S_field": 0.3325895071029663,
        "Gamma_field": 0.23321004211902618,
        "S_over_Gamma": 1.4261372089385986,
        "Da": 13.574496269226074,
        "E_coh": 0.703026533126831,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -80.21,
              48.6
            ],
            [
              -80.17,
              48.6
            ],
            [
              -80.15,
              48.58
            ],
            [
              -80.15,
              48.54
            ],
            [
              -80.19,
              48.51
            ],
            [
              -80.21,
              48.51
            ],
            [
              -80.24,
              48.54
            ],
            [
              -80.24,
              48.57
            ],
            [
              -80.21,
              48.6
            ]
          ]
        ]
      },
      "raw_probability": 0.0333,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "eaf4cb832d025b2c7e2efb8e90612ce18caf89d7edb7388eb4d912270eeaca1c",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.0333,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "94d20c8adddfe8e0a6026af0b1d0f575b2da38120f5dbc85e6eb7f42172fd299",
        "signature": {
          "alg": "ed25519",
          "sig": "a1fec80be8fb57b82588033b0e519f1362daf628d2175da7a06c7c586fe9edcc4a508f1ccf3685c99bda3149d56c8afbb5863156ee03dcf22fe3c0f102844601"
        }
      },
      "receipt_sha256": "94d20c8adddfe8e0a6026af0b1d0f575b2da38120f5dbc85e6eb7f42172fd299"
    },
    {
      "storm_id": "231903",
      "lat": 48.7313,
      "lon": -79.9087,
      "motion_east": -1.0,
      "motion_south": 1.3,
      "valid_time": "20260801_020041 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1226.0,
      "ebshear": 22.0,
      "srh01": 8.0,
      "maxllaz": 0.002,
      "mesh": 0.14,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 8.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.6177
        },
        {
          "name": "alignment",
          "value": 3.3315
        },
        {
          "name": "tau",
          "value": 0.4839
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0312
      },
      "coherence_score": 0.4838804602622986,
      "coherence_diagnostics": {
        "tau": 0.4838804602622986,
        "grad_tau": 0.40573692321777344,
        "torsion": 0.0,
        "alignment": 3.3315064907073975,
        "S_field": 0.3325895071029663,
        "Gamma_field": 0.23321004211902618,
        "S_over_Gamma": 1.4261372089385986,
        "Da": 13.574496269226074,
        "E_coh": 0.703026533126831,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -79.95,
              48.8
            ],
            [
              -79.92,
              48.8
            ],
            [
              -79.86,
              48.76
            ],
            [
              -79.83,
              48.76
            ],
            [
              -79.82,
              48.75
            ],
            [
              -79.82,
              48.7
            ],
            [
              -79.84,
              48.68
            ],
            [
              -79.88,
              48.66
            ],
            [
              -79.92,
              48.66
            ],
            [
              -79.93,
              48.67
            ],
            [
              -79.95,
              48.67
            ],
            [
              -79.99,
              48.72
            ],
            [
              -79.99,
              48.76
            ],
            [
              -79.98,
              48.78
            ],
            [
              -79.95,
              48.8
            ]
          ]
        ]
      },
      "raw_probability": 0.0312,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "52bc692c1a59901db1bf7856a97d9ea70d384cc57c0ca4ab070e0b2a6ecdd33b",
        "input_sha256": "557e1c0f6fc9bee53f009e906c32312c2aee42b8ab7457e4318bde93cce4ef12",
        "issued_at": "2026-08-01T02:26:16Z",
        "raw_probability": 0.0312,
        "probability": 0.000812,
        "confidence_lo": 0.000797,
        "confidence_hi": 0.000812,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "659e051a6380b0fa5c4a7ac19790d49eacdf6465c1b2930b6ea4b41482e5ad3d",
        "signature": {
          "alg": "ed25519",
          "sig": "3ec78f82edaa0bc0b28f7d388b9a80c23b2fad962266a386dd32bc629394bc292f64c6c1e90610c2dcff5fbed9d9aa7f1f91362bea1a9afa65e2755cdab23506"
        }
      },
      "receipt_sha256": "659e051a6380b0fa5c4a7ac19790d49eacdf6465c1b2930b6ea4b41482e5ad3d"
    }
  ]
}
