{
  "forecast_id": "to_fcst_20260809_1430",
  "hazard": "tornado",
  "issued_at": "2026-08-09T14:30:21Z",
  "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": 167,
  "top_probability": 0.0253,
  "source_artifacts": [
    "/data/live-tornadoes.json",
    "/data/tornado-storms.geojson"
  ],
  "storms": [
    {
      "storm_id": "363717",
      "lat": 41.0719,
      "lon": -92.8444,
      "motion_east": 9.8,
      "motion_south": 0.6,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0253,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2535.0,
      "ebshear": 40.0,
      "srh01": 41.0,
      "maxllaz": 0.003,
      "mesh": 0.11,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 41.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.0122
        },
        {
          "name": "alignment",
          "value": -7.5341
        },
        {
          "name": "tau",
          "value": 1.2401
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.7343
      },
      "coherence_score": 1.2401094436645508,
      "coherence_diagnostics": {
        "tau": 1.2401094436645508,
        "grad_tau": 0.20239779353141785,
        "torsion": 0.0,
        "alignment": -7.534090042114258,
        "S_field": 1.3956958055496216,
        "Gamma_field": 0.900467574596405,
        "S_over_Gamma": 1.549967885017395,
        "Da": 59.21604919433594,
        "E_coh": 0.5738924741744995,
        "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": [
          [
            [
              -92.93,
              41.15
            ],
            [
              -92.91,
              41.15
            ],
            [
              -92.88,
              41.13
            ],
            [
              -92.86,
              41.13
            ],
            [
              -92.84,
              41.11
            ],
            [
              -92.78,
              41.11
            ],
            [
              -92.77,
              41.12
            ],
            [
              -92.73,
              41.12
            ],
            [
              -92.72,
              41.11
            ],
            [
              -92.72,
              41.08
            ],
            [
              -92.71,
              41.07
            ],
            [
              -92.74,
              41.02
            ],
            [
              -92.74,
              40.99
            ],
            [
              -92.77,
              40.98
            ],
            [
              -92.79,
              40.96
            ],
            [
              -92.81,
              40.96
            ],
            [
              -92.82,
              40.97
            ],
            [
              -92.82,
              41.01
            ],
            [
              -92.83,
              41.02
            ],
            [
              -92.93,
              41.03
            ],
            [
              -92.95,
              41.05
            ],
            [
              -92.96,
              41.05
            ],
            [
              -92.98,
              41.08
            ],
            [
              -92.98,
              41.11
            ],
            [
              -92.96,
              41.14
            ],
            [
              -92.94,
              41.14
            ],
            [
              -92.93,
              41.15
            ]
          ]
        ]
      },
      "raw_probability": 0.7343,
      "confidence_lo": 0.0248,
      "confidence_hi": 0.0253,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "2ada371b2e89e40acce495d46a5f77bc42ab54f82f673cb9fe1939a5479abfe0",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.7343,
        "probability": 0.025324,
        "confidence_lo": 0.024775,
        "confidence_hi": 0.025338,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0b7c00d876e61f29d337d0d01dd2d885bad119811165735d94136a07a3e1c11c",
        "signature": {
          "alg": "ed25519",
          "sig": "ea27728f3e582bcd499cb4b8e0defbbdeefed48cc83373b16ad8c4ae16b0327272bfa618443abfcf9440699233236b14a45bec7771844106dc009103b8b3dd0d"
        }
      },
      "receipt_sha256": "0b7c00d876e61f29d337d0d01dd2d885bad119811165735d94136a07a3e1c11c"
    },
    {
      "storm_id": "362590",
      "lat": 41.2589,
      "lon": -92.9156,
      "motion_east": 9.5,
      "motion_south": 1.1,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0191,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2601.0,
      "ebshear": 47.0,
      "srh01": 19.0,
      "maxllaz": 0.003,
      "mesh": 0.14,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 19.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.0122
        },
        {
          "name": "alignment",
          "value": -7.5341
        },
        {
          "name": "tau",
          "value": 1.2401
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6544
      },
      "coherence_score": 1.2401094436645508,
      "coherence_diagnostics": {
        "tau": 1.2401094436645508,
        "grad_tau": 0.20239779353141785,
        "torsion": 0.0,
        "alignment": -7.534090042114258,
        "S_field": 1.3956958055496216,
        "Gamma_field": 0.900467574596405,
        "S_over_Gamma": 1.549967885017395,
        "Da": 59.21604919433594,
        "E_coh": 0.5738924741744995,
        "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": [
          [
            [
              -92.94,
              41.29
            ],
            [
              -92.89,
              41.29
            ],
            [
              -92.87,
              41.27
            ],
            [
              -92.87,
              41.24
            ],
            [
              -92.89,
              41.22
            ],
            [
              -92.94,
              41.22
            ],
            [
              -92.95,
              41.23
            ],
            [
              -92.95,
              41.28
            ],
            [
              -92.94,
              41.29
            ]
          ]
        ]
      },
      "raw_probability": 0.6544,
      "confidence_lo": 0.0186,
      "confidence_hi": 0.0191,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "d15655e49ad37795b5f57dd3fd8f04069b17fa56fa1f35d5d748822e6dcdab15",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.6544,
        "probability": 0.019112,
        "confidence_lo": 0.018605,
        "confidence_hi": 0.019121,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8ab3dcdba4d2437a14ea6f3b824ee78080b72f1fd568ed32f01c3b5c132911f5",
        "signature": {
          "alg": "ed25519",
          "sig": "3456cc81786929594c17d990061bfd08bfb58b069c4f6b2a4f7a3bf7a354007a8c828eb20e4f83b834a82050841950c2fb8204fa2ae018e517678ae8ce48ce06"
        }
      },
      "receipt_sha256": "8ab3dcdba4d2437a14ea6f3b824ee78080b72f1fd568ed32f01c3b5c132911f5"
    },
    {
      "storm_id": "363923",
      "lat": 43.4995,
      "lon": -91.8378,
      "motion_east": 11.6,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0064,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 724.0,
      "ebshear": 42.0,
      "srh01": 173.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 173.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.6372
        },
        {
          "name": "alignment",
          "value": 7.2653
        },
        {
          "name": "tau",
          "value": 0.8528
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4345
      },
      "coherence_score": 0.8527926206588745,
      "coherence_diagnostics": {
        "tau": 0.8527926206588745,
        "grad_tau": 0.1174197643995285,
        "torsion": 0.0,
        "alignment": 7.2652764320373535,
        "S_field": 0.38347136974334717,
        "Gamma_field": 0.15713420510292053,
        "S_over_Gamma": 2.4404067993164062,
        "Da": 9.515157699584961,
        "E_coh": 0.5705728530883789,
        "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": [
          [
            [
              -91.78,
              43.83
            ],
            [
              -91.76,
              43.83
            ],
            [
              -91.74,
              43.81
            ],
            [
              -91.74,
              43.79
            ],
            [
              -91.72,
              43.77
            ],
            [
              -91.69,
              43.77
            ],
            [
              -91.68,
              43.78
            ],
            [
              -91.59,
              43.78
            ],
            [
              -91.58,
              43.77
            ],
            [
              -91.56,
              43.78
            ],
            [
              -91.48,
              43.78
            ],
            [
              -91.47,
              43.79
            ],
            [
              -91.45,
              43.79
            ],
            [
              -91.42,
              43.82
            ],
            [
              -91.35,
              43.82
            ],
            [
              -91.35,
              43.77
            ],
            [
              -91.32,
              43.73
            ],
            [
              -91.28,
              43.71
            ],
            [
              -91.25,
              43.71
            ],
            [
              -91.24,
              43.7
            ],
            [
              -91.18,
              43.7
            ],
            [
              -91.17,
              43.69
            ],
            [
              -91.17,
              43.65
            ],
            [
              -91.2,
              43.65
            ],
            [
              -91.21,
              43.64
            ],
            [
              -91.3,
              43.64
            ],
            [
              -91.32,
              43.63
            ],
            [
              -91.34,
              43.61
            ],
            [
              -91.34,
              43.6
            ],
            [
              -91.38,
              43.58
            ],
            [
              -91.41,
              43.58
            ],
            [
              -91.42,
              43.59
            ],
            [
              -91.5,
              43.58
            ],
            [
              -91.54,
              43.55
            ],
            [
              -91.55,
              43.52
            ],
            [
              -91.57,
              43.5
            ],
            [
              -91.59,
              43.5
            ],
            [
              -91.6,
              43.49
            ],
            [
              -91.63,
              43.49
            ],
            [
              -91.66,
              43.51
            ],
            [
              -91.71,
              43.52
            ],
            [
              -91.72,
              43.51
            ],
            [
              -91.72,
              43.49
            ],
            [
              -91.7,
              43.47
            ],
            [
              -91.58,
              43.45
            ],
            [
              -91.58,
              43.44
            ],
            [
              -91.56,
              43.43
            ],
            [
              -91.56,
              43.38
            ],
            [
              -91.6,
              43.38
            ],
            [
              -91.65,
              43.35
            ],
            [
              -91.73,
              43.34
            ],
            [
              -91.75,
              43.32
            ],
            [
              -91.86,
              43.32
            ],
            [
              -91.88,
              43.3
            ],
            [
              -91.88,
              43.27
            ],
            [
              -91.87,
              43.26
            ],
            [
              -91.87,
              43.2
            ],
            [
              -91.89,
              43.17
            ],
            [
              -91.9,
              43.11
            ],
            [
              -91.93,
              43.07
            ],
            [
              -91.94,
              43.04
            ],
            [
              -92.01,
              43.01
            ],
            [
              -92.01,
              43.03
            ],
            [
              -92.03,
              43.06
            ],
            [
              -92.03,
              43.1
            ],
            [
              -92.04,
              43.11
            ],
            [
              -92.06,
              43.11
            ],
            [
              -92.11,
              43.08
            ],
            [
              -92.13,
              43.09
            ],
            [
              -92.17,
              43.09
            ],
            [
              -92.19,
              43.11
            ],
            [
              -92.23,
              43.06
            ],
            [
              -92.26,
              43.06
            ],
            [
              -92.28,
              43.07
            ],
            [
              -92.3,
              43.11
            ],
            [
              -92.29,
              43.12
            ],
            [
              -92.29,
              43.15
            ],
            [
              -92.28,
              43.16
            ],
            [
              -92.28,
              43.18
            ],
            [
              -92.26,
              43.22
            ],
            [
              -92.26,
              43.25
            ],
            [
              -92.22,
              43.29
            ],
            [
              -92.21,
              43.29
            ],
            [
              -92.19,
              43.32
            ],
            [
              -92.11,
              43.34
            ],
            [
              -92.09,
              43.38
            ],
            [
              -92.09,
              43.41
            ],
            [
              -92.13,
              43.45
            ],
            [
              -92.17,
              43.47
            ],
            [
              -92.17,
              43.49
            ],
            [
              -92.21,
              43.55
            ],
            [
              -92.2,
              43.56
            ],
            [
              -92.2,
              43.59
            ],
            [
              -92.18,
              43.59
            ],
            [
              -92.17,
              43.6
            ],
            [
              -92.12,
              43.6
            ],
            [
              -92.09,
              43.62
            ],
            [
              -92.08,
              43.61
            ],
            [
              -92.06,
              43.61
            ],
            [
              -92.06,
              43.6
            ],
            [
              -92.08,
              43.6
            ],
            [
              -92.09,
              43.59
            ],
            [
              -92.1,
              43.6
            ],
            [
              -92.11,
              43.59
            ],
            [
              -92.11,
              43.57
            ],
            [
              -92.1,
              43.56
            ],
            [
              -91.97,
              43.56
            ],
            [
              -91.96,
              43.57
            ],
            [
              -91.96,
              43.59
            ],
            [
              -91.97,
              43.6
            ],
            [
              -91.97,
              43.66
            ],
            [
              -91.99,
              43.67
            ],
            [
              -92.02,
              43.65
            ],
            [
              -92.06,
              43.65
            ],
            [
              -92.07,
              43.66
            ],
            [
              -92.06,
              43.67
            ],
            [
              -92.06,
              43.69
            ],
            [
              -91.99,
              43.74
            ],
            [
              -91.98,
              43.74
            ],
            [
              -91.98,
              43.7
            ],
            [
              -91.97,
              43.69
            ],
            [
              -91.92,
              43.69
            ],
            [
              -91.9,
              43.71
            ],
            [
              -91.87,
              43.72
            ],
            [
              -91.84,
              43.75
            ],
            [
              -91.82,
              43.8
            ],
            [
              -91.78,
              43.83
            ]
          ]
        ]
      },
      "raw_probability": 0.4345,
      "confidence_lo": 0.0063,
      "confidence_hi": 0.0064,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "d73a7ed3e84e8b681037d8a92bc51c1f448d98657d8c281b888053f4b79d1be6",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.4345,
        "probability": 0.006439,
        "confidence_lo": 0.006339,
        "confidence_hi": 0.00644,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "93aebde25c81d10ccdbd96583da661fb79ef0a8936e34c038f9876bb4add3cac",
        "signature": {
          "alg": "ed25519",
          "sig": "7e2ce1552d7dd672f7806cabc820980b434c986997324bbb7f1bda07c1b723de0acd04c313590b140b525644a0c520c0d7e5e00d3d03168bfb40b6e01ada2b0e"
        }
      },
      "receipt_sha256": "93aebde25c81d10ccdbd96583da661fb79ef0a8936e34c038f9876bb4add3cac"
    },
    {
      "storm_id": "363832",
      "lat": 42.8982,
      "lon": -94.1345,
      "motion_east": 13.8,
      "motion_south": 4.6,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0056,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1972.0,
      "ebshear": 39.0,
      "srh01": 242.0,
      "maxllaz": 0.004,
      "mesh": 0.08,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 242.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.3872
        },
        {
          "name": "alignment",
          "value": 0.0389
        },
        {
          "name": "tau",
          "value": 0.7663
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4143
      },
      "coherence_score": 0.7663396596908569,
      "coherence_diagnostics": {
        "tau": 0.7663396596908569,
        "grad_tau": 0.18264739215373993,
        "torsion": 0.0,
        "alignment": 0.038891732692718506,
        "S_field": 0.9792996048927307,
        "Gamma_field": 1.2771341800689697,
        "S_over_Gamma": 0.7667946219444275,
        "Da": 77.87776947021484,
        "E_coh": 0.7395640015602112,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -94.16,
              42.95
            ],
            [
              -94.13,
              42.95
            ],
            [
              -94.09,
              42.93
            ],
            [
              -94.06,
              42.9
            ],
            [
              -94.06,
              42.87
            ],
            [
              -94.12,
              42.84
            ],
            [
              -94.15,
              42.84
            ],
            [
              -94.17,
              42.85
            ],
            [
              -94.19,
              42.88
            ],
            [
              -94.19,
              42.92
            ],
            [
              -94.16,
              42.95
            ]
          ]
        ]
      },
      "raw_probability": 0.4143,
      "confidence_lo": 0.0052,
      "confidence_hi": 0.0056,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "95e0e85b6442702ab5c7b5c459c6ee2546085e00eeb44600a6d0f72b047c3b08",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.4143,
        "probability": 0.005602,
        "confidence_lo": 0.005204,
        "confidence_hi": 0.005604,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "adda81a14acbb938afc30a4201380dfa3b130cfff737e07e61e7d49815829150",
        "signature": {
          "alg": "ed25519",
          "sig": "3bd4e942fb5f2f6dba9acee105c6fc3c4edb542126cf88ba647ed5cbb2ccd9069e59de14c5eacd97936a37e3885f80e3f2f519ce776b6fe63db1b85673cf9102"
        }
      },
      "receipt_sha256": "adda81a14acbb938afc30a4201380dfa3b130cfff737e07e61e7d49815829150"
    },
    {
      "storm_id": "363697",
      "lat": 47.0895,
      "lon": -84.114,
      "motion_east": 9.1,
      "motion_south": 0.2,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0034,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 113.0,
      "ebshear": 31.0,
      "srh01": 115.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 115.0
        },
        {
          "name": "hrrr_pwat",
          "value": 20.5122
        },
        {
          "name": "alignment",
          "value": -0.1527
        },
        {
          "name": "tau",
          "value": 1.2067
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3782
      },
      "coherence_score": 1.2066549062728882,
      "coherence_diagnostics": {
        "tau": 1.2066549062728882,
        "grad_tau": 0.2585834860801697,
        "torsion": 0.0,
        "alignment": -0.1527361422777176,
        "S_field": 0.4292146563529968,
        "Gamma_field": 0.19880086183547974,
        "S_over_Gamma": 2.159018039703369,
        "Da": 11.123025894165039,
        "E_coh": 0.5641241073608398,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.1,
              47.15
            ],
            [
              -84.08,
              47.15
            ],
            [
              -84.05,
              47.13
            ],
            [
              -84.03,
              47.14
            ],
            [
              -84.02,
              47.13
            ],
            [
              -83.98,
              47.12
            ],
            [
              -83.98,
              47.08
            ],
            [
              -84.06,
              47.04
            ],
            [
              -84.11,
              47.04
            ],
            [
              -84.12,
              47.05
            ],
            [
              -84.13,
              47.04
            ],
            [
              -84.16,
              47.04
            ],
            [
              -84.19,
              47.02
            ],
            [
              -84.22,
              47.02
            ],
            [
              -84.24,
              47.03
            ],
            [
              -84.24,
              47.08
            ],
            [
              -84.22,
              47.1
            ],
            [
              -84.14,
              47.14
            ],
            [
              -84.11,
              47.14
            ],
            [
              -84.1,
              47.15
            ]
          ]
        ]
      },
      "raw_probability": 0.3782,
      "confidence_lo": 0.0031,
      "confidence_hi": 0.0034,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "1ff6dfcb9ff5f494a7fe064a15e498d72fa177cfb56769236f3942b5f8a7f13a",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.3782,
        "probability": 0.003445,
        "confidence_lo": 0.003059,
        "confidence_hi": 0.003446,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "81fa6541e8a0b0ef84624659b00ac5a27202a0e677868a06c52f26a41561e09d",
        "signature": {
          "alg": "ed25519",
          "sig": "f3ae3c3bb5d5aee3f16a4a62a1caa74dd6544bafacb7f82d454e9ad1a89b5065745f2ab4d866f9c4f83c4a3e58e5d52dad295e41c6b2889dbc3e569e37bfaf09"
        }
      },
      "receipt_sha256": "81fa6541e8a0b0ef84624659b00ac5a27202a0e677868a06c52f26a41561e09d"
    },
    {
      "storm_id": "363924",
      "lat": 41.33,
      "lon": -93.0589,
      "motion_east": 9.3,
      "motion_south": 1.2,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0031,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2228.0,
      "ebshear": 48.0,
      "srh01": 20.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 20.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.1372
        },
        {
          "name": "alignment",
          "value": -9.4239
        },
        {
          "name": "tau",
          "value": 1.3071
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3737
      },
      "coherence_score": 1.3071486949920654,
      "coherence_diagnostics": {
        "tau": 1.3071486949920654,
        "grad_tau": 0.09014181047677994,
        "torsion": 0.0,
        "alignment": -9.423940658569336,
        "S_field": 1.670898675918579,
        "Gamma_field": 1.1804674863815308,
        "S_over_Gamma": 1.4154551029205322,
        "Da": 73.15524291992188,
        "E_coh": 0.7642123103141785,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -93.08,
              41.36
            ],
            [
              -93.04,
              41.36
            ],
            [
              -93.02,
              41.34
            ],
            [
              -93.02,
              41.31
            ],
            [
              -93.04,
              41.29
            ],
            [
              -93.07,
              41.29
            ],
            [
              -93.09,
              41.31
            ],
            [
              -93.09,
              41.35
            ],
            [
              -93.08,
              41.36
            ]
          ]
        ]
      },
      "raw_probability": 0.3737,
      "confidence_lo": 0.0031,
      "confidence_hi": 0.0031,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "b2dc83c14f79dbb96991b36694dae975ddb716fe9530fb942a7b69e605dfc61d",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.3737,
        "probability": 0.003142,
        "confidence_lo": 0.003059,
        "confidence_hi": 0.003142,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "266a0ad4cb834e86a695a02044c125dc48a5ec8ca37c03746c569cd01911c420",
        "signature": {
          "alg": "ed25519",
          "sig": "9bda8ab0a2358238891238119dc5a99408486071a757f18a27de8cf307d3ee8b9dd66e5a6308414562db009205ba3784ddea83f68654983bb5105b66ab44f303"
        }
      },
      "receipt_sha256": "266a0ad4cb834e86a695a02044c125dc48a5ec8ca37c03746c569cd01911c420"
    },
    {
      "storm_id": "363385",
      "lat": 43.4215,
      "lon": -89.31,
      "motion_east": 12.5,
      "motion_south": 1.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0031,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1627.0,
      "ebshear": 27.0,
      "srh01": 116.0,
      "maxllaz": 0.004,
      "mesh": 0.04,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 116.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.5122
        },
        {
          "name": "alignment",
          "value": 1.0962
        },
        {
          "name": "tau",
          "value": 0.6842
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3712
      },
      "coherence_score": 0.6842241287231445,
      "coherence_diagnostics": {
        "tau": 0.6842241287231445,
        "grad_tau": 0.19503569602966309,
        "torsion": 0.0,
        "alignment": 1.0961635112762451,
        "S_field": 0.39988768100738525,
        "Gamma_field": 1.6613008975982666,
        "S_over_Gamma": 0.24070756137371063,
        "Da": 102.92179870605469,
        "E_coh": 0.12328748404979706,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "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": [
          [
            [
              -89.28,
              43.52
            ],
            [
              -89.22,
              43.52
            ],
            [
              -89.2,
              43.5
            ],
            [
              -89.2,
              43.46
            ],
            [
              -89.19,
              43.45
            ],
            [
              -89.19,
              43.44
            ],
            [
              -89.22,
              43.4
            ],
            [
              -89.22,
              43.37
            ],
            [
              -89.25,
              43.34
            ],
            [
              -89.29,
              43.34
            ],
            [
              -89.34,
              43.38
            ],
            [
              -89.38,
              43.37
            ],
            [
              -89.39,
              43.36
            ],
            [
              -89.44,
              43.36
            ],
            [
              -89.47,
              43.38
            ],
            [
              -89.47,
              43.42
            ],
            [
              -89.45,
              43.43
            ],
            [
              -89.37,
              43.43
            ],
            [
              -89.35,
              43.44
            ],
            [
              -89.28,
              43.52
            ]
          ]
        ]
      },
      "raw_probability": 0.3712,
      "confidence_lo": 0.0031,
      "confidence_hi": 0.0031,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "e1615a2e44ee33344ec40b94b5e643c79b5323cb8ad76a976afde97a33debc6c",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.3712,
        "probability": 0.003142,
        "confidence_lo": 0.003059,
        "confidence_hi": 0.003142,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "84fc04f07e209a87600c814315bfe93130d6b304cf815af088896b66c00db906",
        "signature": {
          "alg": "ed25519",
          "sig": "a23ac8bdeff5152a0ca73a767a4c15d6e9bc56c94710f58335070cef5e7716a271ee4c83725a4c666b3329df24e1bf4d76cc2ceed9435eef1851aecb6d65de0b"
        }
      },
      "receipt_sha256": "84fc04f07e209a87600c814315bfe93130d6b304cf815af088896b66c00db906"
    },
    {
      "storm_id": "363756",
      "lat": 43.6466,
      "lon": -90.1252,
      "motion_east": 11.9,
      "motion_south": 5.6,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0031,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2307.0,
      "ebshear": 43.0,
      "srh01": 200.0,
      "maxllaz": 0.005,
      "mesh": 0.65,
      "flash_rate": 34.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 200.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.5122
        },
        {
          "name": "alignment",
          "value": 1.0962
        },
        {
          "name": "tau",
          "value": 0.6842
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3626
      },
      "coherence_score": 0.6842241287231445,
      "coherence_diagnostics": {
        "tau": 0.6842241287231445,
        "grad_tau": 0.19503569602966309,
        "torsion": 0.0,
        "alignment": 1.0961635112762451,
        "S_field": 0.39988768100738525,
        "Gamma_field": 1.6613008975982666,
        "S_over_Gamma": 0.24070756137371063,
        "Da": 102.92179870605469,
        "E_coh": 0.12328748404979706,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -90.02,
              43.74
            ],
            [
              -89.98,
              43.73
            ],
            [
              -89.97,
              43.72
            ],
            [
              -89.95,
              43.72
            ],
            [
              -89.9,
              43.68
            ],
            [
              -89.88,
              43.64
            ],
            [
              -89.91,
              43.6
            ],
            [
              -90.03,
              43.57
            ],
            [
              -90.11,
              43.52
            ],
            [
              -90.16,
              43.52
            ],
            [
              -90.2,
              43.55
            ],
            [
              -90.22,
              43.55
            ],
            [
              -90.23,
              43.54
            ],
            [
              -90.29,
              43.54
            ],
            [
              -90.31,
              43.56
            ],
            [
              -90.3,
              43.59
            ],
            [
              -90.27,
              43.62
            ],
            [
              -90.27,
              43.64
            ],
            [
              -90.26,
              43.65
            ],
            [
              -90.26,
              43.69
            ],
            [
              -90.25,
              43.7
            ],
            [
              -90.18,
              43.7
            ],
            [
              -90.17,
              43.69
            ],
            [
              -90.15,
              43.69
            ],
            [
              -90.14,
              43.7
            ],
            [
              -90.11,
              43.7
            ],
            [
              -90.06,
              43.73
            ],
            [
              -90.03,
              43.73
            ],
            [
              -90.02,
              43.74
            ]
          ]
        ]
      },
      "raw_probability": 0.3626,
      "confidence_lo": 0.0031,
      "confidence_hi": 0.0031,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "e7997a58326ee0d55e66b4db7d8523543450c58d23e5f21819e2147378dffd30",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.3626,
        "probability": 0.003142,
        "confidence_lo": 0.003059,
        "confidence_hi": 0.003142,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "21f64bf7d1fbb9146f81c5474234db63c49ded98d286b975e98f13ac0ffbe551",
        "signature": {
          "alg": "ed25519",
          "sig": "c7a3f0a152879ab5188984f0c625b44effe1a96608bf3ee3dd9a83885336a56276f06325e0c329d6dd5ff8146f3425199fd19c8ca8368aa76cb844aa99eb9a08"
        }
      },
      "receipt_sha256": "21f64bf7d1fbb9146f81c5474234db63c49ded98d286b975e98f13ac0ffbe551"
    },
    {
      "storm_id": "363627",
      "lat": 43.0092,
      "lon": -93.8085,
      "motion_east": 15.2,
      "motion_south": 4.1,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0031,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2891.0,
      "ebshear": 40.0,
      "srh01": 244.0,
      "maxllaz": 0.006,
      "mesh": 0.09,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 244.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.2622
        },
        {
          "name": "alignment",
          "value": -6.6009
        },
        {
          "name": "tau",
          "value": 0.499
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3422
      },
      "coherence_score": 0.49900758266448975,
      "coherence_diagnostics": {
        "tau": 0.49900758266448975,
        "grad_tau": 0.04119126871228218,
        "torsion": 0.0,
        "alignment": -6.600930213928223,
        "S_field": 0.2374899685382843,
        "Gamma_field": 2.0846340656280518,
        "S_over_Gamma": 0.1139240562915802,
        "Da": 121.31201171875,
        "E_coh": 0.03533609211444855,
        "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": [
          [
            [
              -93.8,
              43.06
            ],
            [
              -93.73,
              43.06
            ],
            [
              -93.72,
              43.05
            ],
            [
              -93.72,
              43.01
            ],
            [
              -93.78,
              42.98
            ],
            [
              -93.81,
              42.95
            ],
            [
              -93.85,
              42.95
            ],
            [
              -93.86,
              42.94
            ],
            [
              -93.89,
              42.97
            ],
            [
              -93.89,
              43.0
            ],
            [
              -93.85,
              43.04
            ],
            [
              -93.81,
              43.05
            ],
            [
              -93.8,
              43.06
            ]
          ]
        ]
      },
      "raw_probability": 0.3422,
      "confidence_lo": 0.0031,
      "confidence_hi": 0.0031,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "b8eea65e2115bad1516027f0f9258b4d199c40e60367b569b1d55a51d7aafa0d",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.3422,
        "probability": 0.003142,
        "confidence_lo": 0.003059,
        "confidence_hi": 0.003142,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "21ff6b2a38380450ba2780b8b5e8cfdbfcfcf3bf2828669450a7b13b4986fadb",
        "signature": {
          "alg": "ed25519",
          "sig": "7b2b211c799f3c4c7886e8c767dbba20863c18998019003cffe7de76bfc4d5af3c8a5875e2e1ab53268e59019e1f3182afcccd84195e6426438c439c0cd2c303"
        }
      },
      "receipt_sha256": "21ff6b2a38380450ba2780b8b5e8cfdbfcfcf3bf2828669450a7b13b4986fadb"
    },
    {
      "storm_id": "363828",
      "lat": 44.1636,
      "lon": -91.2979,
      "motion_east": 11.2,
      "motion_south": -1.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0031,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1957.0,
      "ebshear": 45.0,
      "srh01": 221.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 221.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.3872
        },
        {
          "name": "alignment",
          "value": 3.501
        },
        {
          "name": "tau",
          "value": 0.9269
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3225
      },
      "coherence_score": 0.9268798828125,
      "coherence_diagnostics": {
        "tau": 0.9268798828125,
        "grad_tau": 0.10580521076917648,
        "torsion": 0.0,
        "alignment": 3.501037120819092,
        "S_field": 0.25411534309387207,
        "Gamma_field": 0.16713419556617737,
        "S_over_Gamma": 1.5204269886016846,
        "Da": 9.994865417480469,
        "E_coh": 0.3776596188545227,
        "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": [
          [
            [
              -91.27,
              44.21
            ],
            [
              -91.25,
              44.21
            ],
            [
              -91.25,
              44.18
            ],
            [
              -91.24,
              44.16
            ],
            [
              -91.28,
              44.15
            ],
            [
              -91.3,
              44.13
            ],
            [
              -91.3,
              44.11
            ],
            [
              -91.35,
              44.11
            ],
            [
              -91.36,
              44.12
            ],
            [
              -91.36,
              44.15
            ],
            [
              -91.35,
              44.17
            ],
            [
              -91.31,
              44.19
            ],
            [
              -91.28,
              44.19
            ],
            [
              -91.27,
              44.21
            ]
          ]
        ]
      },
      "raw_probability": 0.3225,
      "confidence_lo": 0.0031,
      "confidence_hi": 0.0031,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "3321379f50dc5fa32009de7e18d158eebbefbeb19476f2c8f5072195c613cec3",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.3225,
        "probability": 0.003142,
        "confidence_lo": 0.003059,
        "confidence_hi": 0.003142,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f7c477ce1939f3a9b18679062ef97eb7d30c5a3dc2321868bc1ccb1acd72a4ba",
        "signature": {
          "alg": "ed25519",
          "sig": "bf21a794346f2711f79e98578e64f47bd53c236196db639b4a6ef54a8a93eb7741894a50ca86361374e6c4b54a57b10d23620273c479ef4bf132652acdd1a60f"
        }
      },
      "receipt_sha256": "f7c477ce1939f3a9b18679062ef97eb7d30c5a3dc2321868bc1ccb1acd72a4ba"
    },
    {
      "storm_id": "363925",
      "lat": 40.4533,
      "lon": -92.3644,
      "motion_east": 3.4,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0031,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1559.0,
      "ebshear": 31.0,
      "srh01": 43.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 43.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.3872
        },
        {
          "name": "alignment",
          "value": 0.559
        },
        {
          "name": "tau",
          "value": 1.2221
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3175
      },
      "coherence_score": 1.2221482992172241,
      "coherence_diagnostics": {
        "tau": 1.2221482992172241,
        "grad_tau": 0.2769318222999573,
        "torsion": 0.0,
        "alignment": 0.5589580535888672,
        "S_field": 1.7774235010147095,
        "Gamma_field": 0.9546341896057129,
        "S_over_Gamma": 1.8618896007537842,
        "Da": 63.30010986328125,
        "E_coh": 0.6483249068260193,
        "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": [
          [
            [
              -92.38,
              40.48
            ],
            [
              -92.34,
              40.48
            ],
            [
              -92.33,
              40.47
            ],
            [
              -92.33,
              40.44
            ],
            [
              -92.35,
              40.42
            ],
            [
              -92.38,
              40.42
            ],
            [
              -92.39,
              40.43
            ],
            [
              -92.4,
              40.46
            ],
            [
              -92.38,
              40.48
            ]
          ]
        ]
      },
      "raw_probability": 0.3175,
      "confidence_lo": 0.0031,
      "confidence_hi": 0.0031,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "ade9b70ebba6bac8b1d36042b667082a07f7c89e591b98a14ea9af562dafbdd6",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.3175,
        "probability": 0.003142,
        "confidence_lo": 0.003059,
        "confidence_hi": 0.003142,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8b5074c830fdf3c4f8033a84b0cad03264c62da8aabbb979a073a51ab3fd2fe7",
        "signature": {
          "alg": "ed25519",
          "sig": "8854922126d27160336376b70a7c09cd7a630450899682c3e25aed9a8a3b8e2dfc66dcdbe2894d480a37e1ceb2db0a11c185e5ceed6c962b5525cea1504e9202"
        }
      },
      "receipt_sha256": "8b5074c830fdf3c4f8033a84b0cad03264c62da8aabbb979a073a51ab3fd2fe7"
    },
    {
      "storm_id": "362545",
      "lat": 44.9763,
      "lon": -90.6856,
      "motion_east": 10.0,
      "motion_south": 4.7,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0031,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 584.0,
      "ebshear": 34.0,
      "srh01": 110.0,
      "maxllaz": 0.002,
      "mesh": 0.08,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 110.0
        },
        {
          "name": "hrrr_pwat",
          "value": 28.0122
        },
        {
          "name": "alignment",
          "value": 1.9708
        },
        {
          "name": "tau",
          "value": 1.0367
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3155
      },
      "coherence_score": 1.0367447137832642,
      "coherence_diagnostics": {
        "tau": 1.0367447137832642,
        "grad_tau": 0.07040476053953171,
        "torsion": 0.0,
        "alignment": 1.9708442687988281,
        "S_field": 0.19525721669197083,
        "Gamma_field": 0.15963420271873474,
        "S_over_Gamma": 1.223154067993164,
        "Da": 9.318363189697266,
        "E_coh": 0.6554545164108276,
        "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": 4,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -90.77,
              45.03
            ],
            [
              -90.69,
              45.03
            ],
            [
              -90.66,
              45.01
            ],
            [
              -90.63,
              45.01
            ],
            [
              -90.61,
              44.99
            ],
            [
              -90.6,
              44.99
            ],
            [
              -90.57,
              44.96
            ],
            [
              -90.58,
              44.9
            ],
            [
              -90.61,
              44.9
            ],
            [
              -90.68,
              44.95
            ],
            [
              -90.72,
              44.95
            ],
            [
              -90.73,
              44.94
            ],
            [
              -90.77,
              44.95
            ],
            [
              -90.79,
              44.97
            ],
            [
              -90.79,
              45.01
            ],
            [
              -90.77,
              45.03
            ]
          ]
        ]
      },
      "raw_probability": 0.3155,
      "confidence_lo": 0.0031,
      "confidence_hi": 0.0031,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "ad74930202366bbbde44dea510f3aff71f40e06777f294324bf663442f249f33",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.3155,
        "probability": 0.003142,
        "confidence_lo": 0.003059,
        "confidence_hi": 0.003142,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "94ad6ccac50aa693f85ff6a9b1d3b9f048e83c308cf09c63449862d2c7d359e2",
        "signature": {
          "alg": "ed25519",
          "sig": "69de5a7cb26854451368c1a0d2a5f27937a1a7dee78c070165c05882f72eca3b1b56c11a1ccda7f02b26384ce4b83e74585766cf577e4b6bc9f50c5edd171c06"
        }
      },
      "receipt_sha256": "94ad6ccac50aa693f85ff6a9b1d3b9f048e83c308cf09c63449862d2c7d359e2"
    },
    {
      "storm_id": "363921",
      "lat": 44.8922,
      "lon": -90.4722,
      "motion_east": 10.0,
      "motion_south": 4.8,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0031,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 455.0,
      "ebshear": 35.0,
      "srh01": 124.0,
      "maxllaz": 0.002,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 124.0
        },
        {
          "name": "hrrr_pwat",
          "value": 28.0122
        },
        {
          "name": "alignment",
          "value": 1.9708
        },
        {
          "name": "tau",
          "value": 1.0367
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3155
      },
      "coherence_score": 1.0367447137832642,
      "coherence_diagnostics": {
        "tau": 1.0367447137832642,
        "grad_tau": 0.07040476053953171,
        "torsion": 0.0,
        "alignment": 1.9708442687988281,
        "S_field": 0.19525721669197083,
        "Gamma_field": 0.15963420271873474,
        "S_over_Gamma": 1.223154067993164,
        "Da": 9.318363189697266,
        "E_coh": 0.6554545164108276,
        "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": [
          [
            [
              -90.48,
              44.93
            ],
            [
              -90.44,
              44.91
            ],
            [
              -90.44,
              44.87
            ],
            [
              -90.45,
              44.86
            ],
            [
              -90.48,
              44.86
            ],
            [
              -90.48,
              44.87
            ],
            [
              -90.5,
              44.89
            ],
            [
              -90.5,
              44.91
            ],
            [
              -90.48,
              44.93
            ]
          ]
        ]
      },
      "raw_probability": 0.3155,
      "confidence_lo": 0.0031,
      "confidence_hi": 0.0031,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "ad74930202366bbbde44dea510f3aff71f40e06777f294324bf663442f249f33",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.3155,
        "probability": 0.003142,
        "confidence_lo": 0.003059,
        "confidence_hi": 0.003142,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "94ad6ccac50aa693f85ff6a9b1d3b9f048e83c308cf09c63449862d2c7d359e2",
        "signature": {
          "alg": "ed25519",
          "sig": "69de5a7cb26854451368c1a0d2a5f27937a1a7dee78c070165c05882f72eca3b1b56c11a1ccda7f02b26384ce4b83e74585766cf577e4b6bc9f50c5edd171c06"
        }
      },
      "receipt_sha256": "94ad6ccac50aa693f85ff6a9b1d3b9f048e83c308cf09c63449862d2c7d359e2"
    },
    {
      "storm_id": "363899",
      "lat": 47.0891,
      "lon": -84.7371,
      "motion_east": 11.4,
      "motion_south": 0.3,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0031,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 92.0,
      "ebshear": 38.0,
      "srh01": 115.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 115.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.2622
        },
        {
          "name": "alignment",
          "value": 0.1103
        },
        {
          "name": "tau",
          "value": 1.1869
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3115
      },
      "coherence_score": 1.1868619918823242,
      "coherence_diagnostics": {
        "tau": 1.1868619918823242,
        "grad_tau": 0.24007737636566162,
        "torsion": 0.0,
        "alignment": 0.11031746864318848,
        "S_field": 0.36864155530929565,
        "Gamma_field": 0.1538008600473404,
        "S_over_Gamma": 2.3968758583068848,
        "Da": 8.7501220703125,
        "E_coh": 0.45221012830734253,
        "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": [
          [
            [
              -84.85,
              47.24
            ],
            [
              -84.81,
              47.24
            ],
            [
              -84.8,
              47.23
            ],
            [
              -84.78,
              47.23
            ],
            [
              -84.76,
              47.21
            ],
            [
              -84.73,
              47.2
            ],
            [
              -84.7,
              47.17
            ],
            [
              -84.68,
              47.17
            ],
            [
              -84.67,
              47.16
            ],
            [
              -84.64,
              47.17
            ],
            [
              -84.61,
              47.2
            ],
            [
              -84.49,
              47.21
            ],
            [
              -84.48,
              47.22
            ],
            [
              -84.4,
              47.22
            ],
            [
              -84.35,
              47.16
            ],
            [
              -84.35,
              47.13
            ],
            [
              -84.33,
              47.11
            ],
            [
              -84.34,
              47.09
            ],
            [
              -84.33,
              47.07
            ],
            [
              -84.34,
              47.05
            ],
            [
              -84.39,
              47.01
            ],
            [
              -84.42,
              47.01
            ],
            [
              -84.48,
              47.07
            ],
            [
              -84.52,
              47.08
            ],
            [
              -84.53,
              47.09
            ],
            [
              -84.56,
              47.09
            ],
            [
              -84.57,
              47.08
            ],
            [
              -84.63,
              47.08
            ],
            [
              -84.64,
              47.07
            ],
            [
              -84.68,
              47.07
            ],
            [
              -84.69,
              47.06
            ],
            [
              -84.7,
              47.07
            ],
            [
              -84.71,
              47.06
            ],
            [
              -84.75,
              47.06
            ],
            [
              -84.76,
              47.07
            ],
            [
              -84.83,
              47.07
            ],
            [
              -84.88,
              47.04
            ],
            [
              -84.89,
              47.02
            ],
            [
              -84.89,
              46.99
            ],
            [
              -84.91,
              46.98
            ],
            [
              -84.96,
              46.92
            ],
            [
              -84.98,
              46.92
            ],
            [
              -84.99,
              46.91
            ],
            [
              -85.1,
              46.91
            ],
            [
              -85.12,
              46.93
            ],
            [
              -85.12,
              46.97
            ],
            [
              -85.11,
              46.99
            ],
            [
              -85.05,
              46.99
            ],
            [
              -85.04,
              46.98
            ],
            [
              -85.0,
              46.98
            ],
            [
              -84.96,
              47.02
            ],
            [
              -84.97,
              47.04
            ],
            [
              -84.97,
              47.12
            ],
            [
              -84.96,
              47.14
            ],
            [
              -84.94,
              47.16
            ],
            [
              -84.91,
              47.17
            ],
            [
              -84.85,
              47.23
            ],
            [
              -84.85,
              47.24
            ]
          ]
        ]
      },
      "raw_probability": 0.3115,
      "confidence_lo": 0.0031,
      "confidence_hi": 0.0031,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "014cdca5d86ca1e887306347b404fda7ad30b6f8e5c4677a6b7458cdfb41b306",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.3115,
        "probability": 0.003142,
        "confidence_lo": 0.003059,
        "confidence_hi": 0.003142,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9ee729b0cf8618c4344b15befee5d5cdf7115899bac63fdc7e669b5f24c66b42",
        "signature": {
          "alg": "ed25519",
          "sig": "50d977c96af6e7b5302eb2f44467ad3ba2ed8d5882ba3e2d41e205a2f027cb573eca7706364321c7538400bf4bebd8c619ae183dde2cd6070d2ff458791ebf01"
        }
      },
      "receipt_sha256": "9ee729b0cf8618c4344b15befee5d5cdf7115899bac63fdc7e669b5f24c66b42"
    },
    {
      "storm_id": "363900",
      "lat": 47.1056,
      "lon": -85.1513,
      "motion_east": 10.8,
      "motion_south": 0.3,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0031,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 82.0,
      "ebshear": 36.0,
      "srh01": 124.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 124.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.2622
        },
        {
          "name": "alignment",
          "value": 0.1103
        },
        {
          "name": "tau",
          "value": 1.1869
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3115
      },
      "coherence_score": 1.1868619918823242,
      "coherence_diagnostics": {
        "tau": 1.1868619918823242,
        "grad_tau": 0.24007737636566162,
        "torsion": 0.0,
        "alignment": 0.11031746864318848,
        "S_field": 0.36864155530929565,
        "Gamma_field": 0.1538008600473404,
        "S_over_Gamma": 2.3968758583068848,
        "Da": 8.7501220703125,
        "E_coh": 0.45221012830734253,
        "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": [
          [
            [
              -85.17,
              47.18
            ],
            [
              -85.11,
              47.18
            ],
            [
              -85.12,
              47.17
            ],
            [
              -85.11,
              47.15
            ],
            [
              -85.11,
              47.12
            ],
            [
              -85.08,
              47.07
            ],
            [
              -85.09,
              47.05
            ],
            [
              -85.1,
              47.05
            ],
            [
              -85.12,
              47.03
            ],
            [
              -85.18,
              47.03
            ],
            [
              -85.2,
              47.02
            ],
            [
              -85.25,
              47.05
            ],
            [
              -85.25,
              47.09
            ],
            [
              -85.18,
              47.15
            ],
            [
              -85.18,
              47.17
            ],
            [
              -85.17,
              47.18
            ]
          ]
        ]
      },
      "raw_probability": 0.3115,
      "confidence_lo": 0.0031,
      "confidence_hi": 0.0031,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "014cdca5d86ca1e887306347b404fda7ad30b6f8e5c4677a6b7458cdfb41b306",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.3115,
        "probability": 0.003142,
        "confidence_lo": 0.003059,
        "confidence_hi": 0.003142,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9ee729b0cf8618c4344b15befee5d5cdf7115899bac63fdc7e669b5f24c66b42",
        "signature": {
          "alg": "ed25519",
          "sig": "50d977c96af6e7b5302eb2f44467ad3ba2ed8d5882ba3e2d41e205a2f027cb573eca7706364321c7538400bf4bebd8c619ae183dde2cd6070d2ff458791ebf01"
        }
      },
      "receipt_sha256": "9ee729b0cf8618c4344b15befee5d5cdf7115899bac63fdc7e669b5f24c66b42"
    },
    {
      "storm_id": "363722",
      "lat": 44.704,
      "lon": -90.988,
      "motion_east": 9.4,
      "motion_south": 4.2,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0031,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 743.0,
      "ebshear": 37.0,
      "srh01": 92.0,
      "maxllaz": 0.002,
      "mesh": 0.33,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 92.0
        },
        {
          "name": "hrrr_pwat",
          "value": 28.0122
        },
        {
          "name": "alignment",
          "value": 1.9708
        },
        {
          "name": "tau",
          "value": 1.0367
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3097
      },
      "coherence_score": 1.0367447137832642,
      "coherence_diagnostics": {
        "tau": 1.0367447137832642,
        "grad_tau": 0.07040476053953171,
        "torsion": 0.0,
        "alignment": 1.9708442687988281,
        "S_field": 0.19525721669197083,
        "Gamma_field": 0.15963420271873474,
        "S_over_Gamma": 1.223154067993164,
        "Da": 9.318363189697266,
        "E_coh": 0.6554545164108276,
        "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": [
          [
            [
              -91.01,
              44.74
            ],
            [
              -90.96,
              44.74
            ],
            [
              -90.95,
              44.73
            ],
            [
              -90.95,
              44.68
            ],
            [
              -90.97,
              44.66
            ],
            [
              -90.98,
              44.67
            ],
            [
              -91.01,
              44.67
            ],
            [
              -91.02,
              44.68
            ],
            [
              -91.02,
              44.73
            ],
            [
              -91.01,
              44.74
            ]
          ]
        ]
      },
      "raw_probability": 0.3097,
      "confidence_lo": 0.0031,
      "confidence_hi": 0.0031,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "8b958b38da100139cdcdfc9bc8a73a4cdd722355125abc9b6aeef3dfec208577",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.3097,
        "probability": 0.003142,
        "confidence_lo": 0.003059,
        "confidence_hi": 0.003142,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "99b9e60b53812b738c660f77a2c6effb98feddbdbfb7d90560dbdd096b99aa2a",
        "signature": {
          "alg": "ed25519",
          "sig": "62862543583cbbb6381a1523397aef365c78e29b6554c3630b674bda1a46b4c98ff04c9a7b3f9c6f2fe3db5b997b596add0b80aa96ca2628e04aae8bab76870e"
        }
      },
      "receipt_sha256": "99b9e60b53812b738c660f77a2c6effb98feddbdbfb7d90560dbdd096b99aa2a"
    },
    {
      "storm_id": "363827",
      "lat": 45.2625,
      "lon": -91.1025,
      "motion_east": 8.8,
      "motion_south": 2.7,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0031,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 313.0,
      "ebshear": 29.0,
      "srh01": 82.0,
      "maxllaz": 0.002,
      "mesh": 0.27,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 82.0
        },
        {
          "name": "hrrr_pwat",
          "value": 27.7622
        },
        {
          "name": "alignment",
          "value": 5.4612
        },
        {
          "name": "tau",
          "value": 1.0583
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3054
      },
      "coherence_score": 1.0583386421203613,
      "coherence_diagnostics": {
        "tau": 1.0583386421203613,
        "grad_tau": 0.052805859595537186,
        "torsion": 0.0,
        "alignment": 5.461173057556152,
        "S_field": 0.2181079089641571,
        "Gamma_field": 0.16630086302757263,
        "S_over_Gamma": 1.3115260601043701,
        "Da": 9.61257553100586,
        "E_coh": 0.3265911936759949,
        "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": [
          [
            [
              -91.12,
              45.29
            ],
            [
              -91.07,
              45.29
            ],
            [
              -91.07,
              45.24
            ],
            [
              -91.08,
              45.23
            ],
            [
              -91.1,
              45.23
            ],
            [
              -91.13,
              45.25
            ],
            [
              -91.13,
              45.28
            ],
            [
              -91.12,
              45.29
            ]
          ]
        ]
      },
      "raw_probability": 0.3054,
      "confidence_lo": 0.0031,
      "confidence_hi": 0.0031,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "4ceade101c57ece86a5aed7df1a049949794b9cafab3c61d6586c9b692f6a12b",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.3054,
        "probability": 0.003142,
        "confidence_lo": 0.003059,
        "confidence_hi": 0.003142,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3043ef60976b155ad302d4aeedf958cafda2cfb451e2025e6b5176d48deeaeaf",
        "signature": {
          "alg": "ed25519",
          "sig": "86755cb014d422575a071270817c72392a48f587b3bc6b9d08437e8390103e13cc8e23b15ae5995add1fe0b831d961061d338884bcb5546357fcb00c73fe7206"
        }
      },
      "receipt_sha256": "3043ef60976b155ad302d4aeedf958cafda2cfb451e2025e6b5176d48deeaeaf"
    },
    {
      "storm_id": "363713",
      "lat": 44.2203,
      "lon": -88.9633,
      "motion_east": 11.2,
      "motion_south": 2.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0031,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 956.0,
      "ebshear": 28.0,
      "srh01": 89.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 89.0
        },
        {
          "name": "hrrr_pwat",
          "value": 28.1372
        },
        {
          "name": "alignment",
          "value": 5.7381
        },
        {
          "name": "tau",
          "value": 1.0998
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3044
      },
      "coherence_score": 1.0998014211654663,
      "coherence_diagnostics": {
        "tau": 1.0998014211654663,
        "grad_tau": 0.1713559478521347,
        "torsion": 0.0,
        "alignment": 5.738095283508301,
        "S_field": 0.335198312997818,
        "Gamma_field": 0.15213419497013092,
        "S_over_Gamma": 2.2033069133758545,
        "Da": 9.271220207214355,
        "E_coh": 0.5312969088554382,
        "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": [
          [
            [
              -88.72,
              44.31
            ],
            [
              -88.67,
              44.31
            ],
            [
              -88.67,
              44.27
            ],
            [
              -88.68,
              44.25
            ],
            [
              -88.75,
              44.21
            ],
            [
              -88.79,
              44.2
            ],
            [
              -88.84,
              44.15
            ],
            [
              -88.89,
              44.15
            ],
            [
              -88.9,
              44.14
            ],
            [
              -88.91,
              44.15
            ],
            [
              -89.03,
              44.16
            ],
            [
              -89.04,
              44.17
            ],
            [
              -89.14,
              44.17
            ],
            [
              -89.21,
              44.13
            ],
            [
              -89.23,
              44.13
            ],
            [
              -89.24,
              44.14
            ],
            [
              -89.28,
              44.14
            ],
            [
              -89.28,
              44.2
            ],
            [
              -89.26,
              44.21
            ],
            [
              -89.2,
              44.21
            ],
            [
              -89.12,
              44.27
            ],
            [
              -89.07,
              44.27
            ],
            [
              -89.06,
              44.26
            ],
            [
              -89.04,
              44.27
            ],
            [
              -89.0,
              44.25
            ],
            [
              -88.94,
              44.24
            ],
            [
              -88.93,
              44.25
            ],
            [
              -88.89,
              44.25
            ],
            [
              -88.87,
              44.27
            ],
            [
              -88.84,
              44.26
            ],
            [
              -88.82,
              44.28
            ],
            [
              -88.76,
              44.29
            ],
            [
              -88.72,
              44.31
            ]
          ]
        ]
      },
      "raw_probability": 0.3044,
      "confidence_lo": 0.0031,
      "confidence_hi": 0.0031,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "76a7a940019cc27ea94649ea875093b9d21d2a776e59ed3e988a3d4ad956b8a3",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.3044,
        "probability": 0.003142,
        "confidence_lo": 0.003059,
        "confidence_hi": 0.003142,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "939f819fb01db7cf7b15e136383d82f2fe3009c85b8c0c0465fb1de930128965",
        "signature": {
          "alg": "ed25519",
          "sig": "16fcf54b522ef2852bc1800730fa64102bfd1669f4e215b656034ffd7de11082aa3f6a8916e15b7973eec535bf1aca2589f5ad93c6c647b86e785145e3142607"
        }
      },
      "receipt_sha256": "939f819fb01db7cf7b15e136383d82f2fe3009c85b8c0c0465fb1de930128965"
    },
    {
      "storm_id": "363755",
      "lat": 43.6987,
      "lon": -93.6175,
      "motion_east": 7.8,
      "motion_south": 1.4,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0031,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3571.0,
      "ebshear": 24.0,
      "srh01": 228.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 228.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.2622
        },
        {
          "name": "alignment",
          "value": -6.6009
        },
        {
          "name": "tau",
          "value": 0.499
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3005
      },
      "coherence_score": 0.49900758266448975,
      "coherence_diagnostics": {
        "tau": 0.49900758266448975,
        "grad_tau": 0.04119126871228218,
        "torsion": 0.0,
        "alignment": -6.600930213928223,
        "S_field": 0.2374899685382843,
        "Gamma_field": 2.0846340656280518,
        "S_over_Gamma": 0.1139240562915802,
        "Da": 121.31201171875,
        "E_coh": 0.03533609211444855,
        "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": [
          [
            [
              -93.63,
              43.73
            ],
            [
              -93.61,
              43.73
            ],
            [
              -93.58,
              43.71
            ],
            [
              -93.58,
              43.66
            ],
            [
              -93.61,
              43.65
            ],
            [
              -93.65,
              43.67
            ],
            [
              -93.65,
              43.71
            ],
            [
              -93.63,
              43.73
            ]
          ]
        ]
      },
      "raw_probability": 0.3005,
      "confidence_lo": 0.0031,
      "confidence_hi": 0.0031,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "aa80375499526962187bc69f753357d8df415efe8d73ff30506ce920c50af26d",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.3005,
        "probability": 0.003142,
        "confidence_lo": 0.003059,
        "confidence_hi": 0.003142,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "32346ac3bb58dfee725ceb2121b4de72ac698e455a841c19a6d1be43ca847015",
        "signature": {
          "alg": "ed25519",
          "sig": "25cad339f72446c711ccee2aefa27790b46a99c3f4cd5dd4e97a3a1a9acf39486ea2ec6cd67aba15156440d07b53af50c0954d7e9247a9d6f58c7ceb04f84e0b"
        }
      },
      "receipt_sha256": "32346ac3bb58dfee725ceb2121b4de72ac698e455a841c19a6d1be43ca847015"
    },
    {
      "storm_id": "363017",
      "lat": 44.2296,
      "lon": -91.006,
      "motion_east": 12.8,
      "motion_south": -2.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0031,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1256.0,
      "ebshear": 50.0,
      "srh01": 224.0,
      "maxllaz": 0.005,
      "mesh": 0.04,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 224.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.5122
        },
        {
          "name": "alignment",
          "value": -1.2007
        },
        {
          "name": "tau",
          "value": 0.9626
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2981
      },
      "coherence_score": 0.9625952243804932,
      "coherence_diagnostics": {
        "tau": 0.9625952243804932,
        "grad_tau": 0.11304464936256409,
        "torsion": 0.0,
        "alignment": -1.200701117515564,
        "S_field": 0.2180321216583252,
        "Gamma_field": 0.15463419258594513,
        "S_over_Gamma": 1.4099864959716797,
        "Da": 9.314994812011719,
        "E_coh": 0.35805627703666687,
        "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": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -91.05,
              44.37
            ],
            [
              -91.0,
              44.37
            ],
            [
              -90.98,
              44.35
            ],
            [
              -90.98,
              44.28
            ],
            [
              -90.97,
              44.27
            ],
            [
              -90.97,
              44.23
            ],
            [
              -90.99,
              44.21
            ],
            [
              -90.96,
              44.18
            ],
            [
              -90.94,
              44.18
            ],
            [
              -90.95,
              44.17
            ],
            [
              -90.94,
              44.16
            ],
            [
              -90.94,
              44.12
            ],
            [
              -90.95,
              44.11
            ],
            [
              -91.01,
              44.11
            ],
            [
              -91.01,
              44.12
            ],
            [
              -91.03,
              44.14
            ],
            [
              -91.03,
              44.17
            ],
            [
              -91.05,
              44.18
            ],
            [
              -91.05,
              44.21
            ],
            [
              -91.04,
              44.23
            ],
            [
              -91.06,
              44.26
            ],
            [
              -91.06,
              44.3
            ],
            [
              -91.07,
              44.31
            ],
            [
              -91.07,
              44.34
            ],
            [
              -91.05,
              44.37
            ]
          ]
        ]
      },
      "raw_probability": 0.2981,
      "confidence_lo": 0.0031,
      "confidence_hi": 0.0031,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "40aab77834f30391eb8072142c52dfee310663bc36b47f6dcd7e21e956b8c426",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.2981,
        "probability": 0.003142,
        "confidence_lo": 0.003059,
        "confidence_hi": 0.003142,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b70327a7c631f55c4f26b86c7640937a28fdfc5913c37e5be90518e71e236319",
        "signature": {
          "alg": "ed25519",
          "sig": "82c531b9df42907b7c774c5462d560d887ccf0b9903bafe77934adde0dd027fff82ee28d503d5dd2dd64e8654c5f92a555211840c00f4950e61539eb83311c02"
        }
      },
      "receipt_sha256": "b70327a7c631f55c4f26b86c7640937a28fdfc5913c37e5be90518e71e236319"
    },
    {
      "storm_id": "363678",
      "lat": 43.7867,
      "lon": -90.5822,
      "motion_east": 11.1,
      "motion_south": 4.4,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0031,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1957.0,
      "ebshear": 42.0,
      "srh01": 267.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 267.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.5122
        },
        {
          "name": "alignment",
          "value": -1.2007
        },
        {
          "name": "tau",
          "value": 0.9626
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2925
      },
      "coherence_score": 0.9625952243804932,
      "coherence_diagnostics": {
        "tau": 0.9625952243804932,
        "grad_tau": 0.11304464936256409,
        "torsion": 0.0,
        "alignment": -1.200701117515564,
        "S_field": 0.2180321216583252,
        "Gamma_field": 0.15463419258594513,
        "S_over_Gamma": 1.4099864959716797,
        "Da": 9.314994812011719,
        "E_coh": 0.35805627703666687,
        "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": [
          [
            [
              -90.58,
              43.82
            ],
            [
              -90.56,
              43.82
            ],
            [
              -90.54,
              43.8
            ],
            [
              -90.54,
              43.78
            ],
            [
              -90.58,
              43.74
            ],
            [
              -90.6,
              43.74
            ],
            [
              -90.63,
              43.77
            ],
            [
              -90.63,
              43.79
            ],
            [
              -90.58,
              43.82
            ]
          ]
        ]
      },
      "raw_probability": 0.2925,
      "confidence_lo": 0.0023,
      "confidence_hi": 0.0031,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "15d1335aaed3682a5f423e74fc93a23cd6ff4fca2eb1b0f390b62f7e7597d868",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.2925,
        "probability": 0.003112,
        "confidence_lo": 0.002326,
        "confidence_hi": 0.003114,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b3b558317cbd5ed11c9dc4e9c7d48d210c463e5ff6d4144b626839c358ab13b8",
        "signature": {
          "alg": "ed25519",
          "sig": "a6d08e582c124b6250d49f71832f3403bd2a0397d966f8d2e33c820fa863610f7687f7ab9cce179f096935038af7d128183c37f754606f8ae7350390af1dc00b"
        }
      },
      "receipt_sha256": "b3b558317cbd5ed11c9dc4e9c7d48d210c463e5ff6d4144b626839c358ab13b8"
    },
    {
      "storm_id": "363829",
      "lat": 43.7693,
      "lon": -89.6576,
      "motion_east": 11.8,
      "motion_south": 5.8,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1930.0,
      "ebshear": 42.0,
      "srh01": 150.0,
      "maxllaz": 0.003,
      "mesh": 0.99,
      "flash_rate": 31.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 150.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.1372
        },
        {
          "name": "alignment",
          "value": 1.7399
        },
        {
          "name": "tau",
          "value": 0.9904
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2862
      },
      "coherence_score": 0.9904100894927979,
      "coherence_diagnostics": {
        "tau": 0.9904100894927979,
        "grad_tau": 0.21491564810276031,
        "torsion": 0.0,
        "alignment": 1.7399147748947144,
        "S_field": 0.27447935938835144,
        "Gamma_field": 0.1538008600473404,
        "S_over_Gamma": 1.7846412658691406,
        "Da": 9.182565689086914,
        "E_coh": 0.4677164852619171,
        "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": [
          [
            [
              -89.76,
              43.9
            ],
            [
              -89.71,
              43.9
            ],
            [
              -89.66,
              43.86
            ],
            [
              -89.59,
              43.86
            ],
            [
              -89.58,
              43.85
            ],
            [
              -89.53,
              43.84
            ],
            [
              -89.51,
              43.81
            ],
            [
              -89.51,
              43.77
            ],
            [
              -89.46,
              43.72
            ],
            [
              -89.46,
              43.68
            ],
            [
              -89.47,
              43.67
            ],
            [
              -89.54,
              43.67
            ],
            [
              -89.55,
              43.69
            ],
            [
              -89.59,
              43.73
            ],
            [
              -89.59,
              43.75
            ],
            [
              -89.61,
              43.77
            ],
            [
              -89.64,
              43.77
            ],
            [
              -89.67,
              43.74
            ],
            [
              -89.67,
              43.72
            ],
            [
              -89.71,
              43.68
            ],
            [
              -89.74,
              43.68
            ],
            [
              -89.75,
              43.67
            ],
            [
              -89.83,
              43.67
            ],
            [
              -89.85,
              43.7
            ],
            [
              -89.85,
              43.79
            ],
            [
              -89.84,
              43.8
            ],
            [
              -89.84,
              43.84
            ],
            [
              -89.8,
              43.88
            ],
            [
              -89.76,
              43.9
            ]
          ]
        ]
      },
      "raw_probability": 0.2862,
      "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": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "e18aa9d6a36938a41314e3edcf7111590fcb4e07677b3504dbe0b7eeca2b91e8",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.2862,
        "probability": 0.00229,
        "confidence_lo": 0.002241,
        "confidence_hi": 0.00229,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "df9a72a1a84d6ce2a8320639b9f5b620322c6492e0566c329bad3aefa27bbc88",
        "signature": {
          "alg": "ed25519",
          "sig": "27c03a5012f5b4930538225540bc94e020c070d837b3d69c2b8d270243e1454383d4885590acb40680c281005b2ed74139cb8fa9ec85aca9a09d2c4905cd7e08"
        }
      },
      "receipt_sha256": "df9a72a1a84d6ce2a8320639b9f5b620322c6492e0566c329bad3aefa27bbc88"
    },
    {
      "storm_id": "363800",
      "lat": 44.083,
      "lon": -95.4041,
      "motion_east": 12.8,
      "motion_south": 4.4,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2699.0,
      "ebshear": 48.0,
      "srh01": 79.0,
      "maxllaz": 0.004,
      "mesh": 0.35,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 79.0
        },
        {
          "name": "hrrr_pwat",
          "value": 29.6372
        },
        {
          "name": "alignment",
          "value": 0.0423
        },
        {
          "name": "tau",
          "value": 0.7685
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2797
      },
      "coherence_score": 0.7684542536735535,
      "coherence_diagnostics": {
        "tau": 0.7684542536735535,
        "grad_tau": 0.18674582242965698,
        "torsion": 0.0,
        "alignment": 0.04226848483085632,
        "S_field": 0.21431730687618256,
        "Gamma_field": 0.1563008576631546,
        "S_over_Gamma": 1.3711844682693481,
        "Da": 8.821590423583984,
        "E_coh": 0.41987934708595276,
        "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": [
          [
            [
              -95.32,
              44.16
            ],
            [
              -95.29,
              44.16
            ],
            [
              -95.28,
              44.15
            ],
            [
              -95.24,
              44.14
            ],
            [
              -95.24,
              44.11
            ],
            [
              -95.25,
              44.11
            ],
            [
              -95.32,
              44.04
            ],
            [
              -95.33,
              44.04
            ],
            [
              -95.35,
              44.02
            ],
            [
              -95.41,
              44.02
            ],
            [
              -95.43,
              44.03
            ],
            [
              -95.44,
              44.02
            ],
            [
              -95.46,
              44.02
            ],
            [
              -95.5,
              43.99
            ],
            [
              -95.52,
              44.0
            ],
            [
              -95.55,
              44.0
            ],
            [
              -95.56,
              44.01
            ],
            [
              -95.56,
              44.06
            ],
            [
              -95.54,
              44.09
            ],
            [
              -95.52,
              44.09
            ],
            [
              -95.48,
              44.12
            ],
            [
              -95.46,
              44.12
            ],
            [
              -95.44,
              44.14
            ],
            [
              -95.39,
              44.14
            ],
            [
              -95.38,
              44.15
            ],
            [
              -95.33,
              44.15
            ],
            [
              -95.32,
              44.16
            ]
          ]
        ]
      },
      "raw_probability": 0.2797,
      "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": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "fbe3d466abe5aafce0a77e5d7ed59d5ebcb6503ef30d6ec60d1fa3a53484ef5f",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.2797,
        "probability": 0.00229,
        "confidence_lo": 0.002241,
        "confidence_hi": 0.00229,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f0223cedde1f43e4f6689ab5cd262469f1740a3b323de5914a412fad5c543d2c",
        "signature": {
          "alg": "ed25519",
          "sig": "c92001836ff5af1d27497ccb2748ccf3be3f77a126eefab846befa35f17028862e938118cfe27da3e242bff36c4a8e8eabebf9857167fa36f69a40c2dde5fb05"
        }
      },
      "receipt_sha256": "f0223cedde1f43e4f6689ab5cd262469f1740a3b323de5914a412fad5c543d2c"
    },
    {
      "storm_id": "363906",
      "lat": 42.665,
      "lon": -92.9786,
      "motion_east": 7.1,
      "motion_south": 3.3,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1728.0,
      "ebshear": 31.0,
      "srh01": 204.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 204.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.3872
        },
        {
          "name": "alignment",
          "value": 5.2498
        },
        {
          "name": "tau",
          "value": 0.8207
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2763
      },
      "coherence_score": 0.8207381367683411,
      "coherence_diagnostics": {
        "tau": 0.8207381367683411,
        "grad_tau": 0.3131519556045532,
        "torsion": 0.0,
        "alignment": 5.249797344207764,
        "S_field": 0.813694179058075,
        "Gamma_field": 1.138800859451294,
        "S_over_Gamma": 0.7145184278488159,
        "Da": 70.64661407470703,
        "E_coh": 0.7977161407470703,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -93.02,
              42.71
            ],
            [
              -92.98,
              42.71
            ],
            [
              -92.95,
              42.69
            ],
            [
              -92.92,
              42.69
            ],
            [
              -92.91,
              42.68
            ],
            [
              -92.92,
              42.66
            ],
            [
              -92.92,
              42.63
            ],
            [
              -92.95,
              42.61
            ],
            [
              -92.99,
              42.61
            ],
            [
              -93.01,
              42.63
            ],
            [
              -93.02,
              42.63
            ],
            [
              -93.05,
              42.66
            ],
            [
              -93.04,
              42.69
            ],
            [
              -93.02,
              42.71
            ]
          ]
        ]
      },
      "raw_probability": 0.2763,
      "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": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "c0cd140d31dc600f34018b6f41dd5d32d16e4f6e9a24899dbb7d15c99d96fc29",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.2763,
        "probability": 0.00229,
        "confidence_lo": 0.002241,
        "confidence_hi": 0.00229,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0023d1873e6cfb709aa5d092dbc704198b2acf5b600cb7e28c1e1a2d2b8d429c",
        "signature": {
          "alg": "ed25519",
          "sig": "14910ec6c0f846aa4128c3e5547e9e966118573f279f29d8b6423fa4b52f9265c96ded6be68d52d2a5687262804af65f8e5e67eaa86538828466c429fb9fd60c"
        }
      },
      "receipt_sha256": "0023d1873e6cfb709aa5d092dbc704198b2acf5b600cb7e28c1e1a2d2b8d429c"
    },
    {
      "storm_id": "363922",
      "lat": 44.09,
      "lon": -89.3727,
      "motion_east": 11.4,
      "motion_south": 4.8,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1062.0,
      "ebshear": 37.0,
      "srh01": 129.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 129.0
        },
        {
          "name": "hrrr_pwat",
          "value": 31.1372
        },
        {
          "name": "alignment",
          "value": 1.7399
        },
        {
          "name": "tau",
          "value": 0.9904
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2728
      },
      "coherence_score": 0.9904100894927979,
      "coherence_diagnostics": {
        "tau": 0.9904100894927979,
        "grad_tau": 0.21491564810276031,
        "torsion": 0.0,
        "alignment": 1.7399147748947144,
        "S_field": 0.27447935938835144,
        "Gamma_field": 0.1538008600473404,
        "S_over_Gamma": 1.7846412658691406,
        "Da": 9.182565689086914,
        "E_coh": 0.4677164852619171,
        "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": [
          [
            [
              -89.44,
              44.13
            ],
            [
              -89.34,
              44.13
            ],
            [
              -89.33,
              44.11
            ],
            [
              -89.29,
              44.09
            ],
            [
              -89.29,
              44.06
            ],
            [
              -89.31,
              44.04
            ],
            [
              -89.32,
              44.05
            ],
            [
              -89.44,
              44.06
            ],
            [
              -89.45,
              44.07
            ],
            [
              -89.45,
              44.12
            ],
            [
              -89.44,
              44.13
            ]
          ]
        ]
      },
      "raw_probability": 0.2728,
      "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": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "9a4db12c75d33ba17f4080fe6380f5dfe87b864d4fa85668c773f1741b93f4c0",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.2728,
        "probability": 0.00229,
        "confidence_lo": 0.002241,
        "confidence_hi": 0.00229,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8a86c7a3f42775f5228b6f4f81abf25f05409d4676dd874dad91e63191ba0b65",
        "signature": {
          "alg": "ed25519",
          "sig": "27e6e9852dca7b1713463ef0baad60c8285d2df2047a7ec56d7789c16b86ef0793d88f692470a07837e72007c9761c26d28c3211b0ea5c71ac532e8c96f6d20a"
        }
      },
      "receipt_sha256": "8a86c7a3f42775f5228b6f4f81abf25f05409d4676dd874dad91e63191ba0b65"
    },
    {
      "storm_id": "363409",
      "lat": 45.51,
      "lon": -92.9357,
      "motion_east": 14.7,
      "motion_south": 2.5,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1338.0,
      "ebshear": 43.0,
      "srh01": 70.0,
      "maxllaz": 0.003,
      "mesh": 0.9,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 70.0
        },
        {
          "name": "hrrr_pwat",
          "value": 23.5122
        },
        {
          "name": "alignment",
          "value": 1.9782
        },
        {
          "name": "tau",
          "value": 0.9778
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2624
      },
      "coherence_score": 0.9778494834899902,
      "coherence_diagnostics": {
        "tau": 0.9778494834899902,
        "grad_tau": 0.027983535081148148,
        "torsion": 0.0,
        "alignment": 1.9781653881072998,
        "S_field": 0.20335166156291962,
        "Gamma_field": 0.1629675328731537,
        "S_over_Gamma": 1.2478047609329224,
        "Da": 9.43981647491455,
        "E_coh": 0.7561507225036621,
        "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": [
          [
            [
              -92.97,
              45.59
            ],
            [
              -92.92,
              45.59
            ],
            [
              -92.86,
              45.56
            ],
            [
              -92.84,
              45.52
            ],
            [
              -92.84,
              45.45
            ],
            [
              -92.87,
              45.42
            ],
            [
              -92.94,
              45.42
            ],
            [
              -92.96,
              45.43
            ],
            [
              -92.96,
              45.44
            ],
            [
              -92.99,
              45.47
            ],
            [
              -93.0,
              45.54
            ],
            [
              -92.99,
              45.55
            ],
            [
              -92.99,
              45.57
            ],
            [
              -92.97,
              45.59
            ]
          ]
        ]
      },
      "raw_probability": 0.2624,
      "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": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "bd15d234391013bea44741e24f8571e674d03647e56bb4a7c545527e590301bf",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.2624,
        "probability": 0.00229,
        "confidence_lo": 0.002241,
        "confidence_hi": 0.00229,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6de3b867a08946dd6ad84161302918917ae3c0b625e923a1e470ac0e6cbf8397",
        "signature": {
          "alg": "ed25519",
          "sig": "d05f07ed5f4d595c9f2c966159963010ea68ea4d58adce1bce0ef2d925f3384a12e38d3e8b14e41e2aefcee356cb593fefaf4a05a2a5b67081afc85235b6080d"
        }
      },
      "receipt_sha256": "6de3b867a08946dd6ad84161302918917ae3c0b625e923a1e470ac0e6cbf8397"
    },
    {
      "storm_id": "363903",
      "lat": 43.6922,
      "lon": -93.4167,
      "motion_east": 5.8,
      "motion_south": 0.6,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1992.0,
      "ebshear": 28.0,
      "srh01": 210.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 210.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.2622
        },
        {
          "name": "alignment",
          "value": -6.6009
        },
        {
          "name": "tau",
          "value": 0.499
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2288
      },
      "coherence_score": 0.49900758266448975,
      "coherence_diagnostics": {
        "tau": 0.49900758266448975,
        "grad_tau": 0.04119126871228218,
        "torsion": 0.0,
        "alignment": -6.600930213928223,
        "S_field": 0.2374899685382843,
        "Gamma_field": 2.0846340656280518,
        "S_over_Gamma": 0.1139240562915802,
        "Da": 121.31201171875,
        "E_coh": 0.03533609211444855,
        "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": [
          [
            [
              -93.43,
              43.72
            ],
            [
              -93.4,
              43.71
            ],
            [
              -93.4,
              43.7
            ],
            [
              -93.38,
              43.68
            ],
            [
              -93.39,
              43.66
            ],
            [
              -93.43,
              43.66
            ],
            [
              -93.44,
              43.67
            ],
            [
              -93.45,
              43.71
            ],
            [
              -93.43,
              43.72
            ]
          ]
        ]
      },
      "raw_probability": 0.2288,
      "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": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "fc09388edeb86389fcc6b8885dcd9b362ee49a0aff50a4e98fc2694d078fd59d",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.2288,
        "probability": 0.002271,
        "confidence_lo": 0.002241,
        "confidence_hi": 0.002271,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1566a12bfc3c0593eba67d5a1505e62efadd6b11662af014fe481f20b398d2a3",
        "signature": {
          "alg": "ed25519",
          "sig": "1c0dfdeeb0f742d9083a3fcfa3a972dd37205dcc033f418191436664ef54ab94d64d654223c11c2beb0746fb7b8ece08463c7f079c83c7815b21c63711bd4b01"
        }
      },
      "receipt_sha256": "1566a12bfc3c0593eba67d5a1505e62efadd6b11662af014fe481f20b398d2a3"
    },
    {
      "storm_id": "363920",
      "lat": 45.3578,
      "lon": -91.3889,
      "motion_east": 9.6,
      "motion_south": 2.1,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 454.0,
      "ebshear": 30.0,
      "srh01": 68.0,
      "maxllaz": 0.001,
      "mesh": 0.28,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 68.0
        },
        {
          "name": "hrrr_pwat",
          "value": 25.5122
        },
        {
          "name": "alignment",
          "value": 2.679
        },
        {
          "name": "tau",
          "value": 1.0096
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2258
      },
      "coherence_score": 1.0095651149749756,
      "coherence_diagnostics": {
        "tau": 1.0095651149749756,
        "grad_tau": 0.04052737355232239,
        "torsion": 0.0,
        "alignment": 2.679037570953369,
        "S_field": 0.17867793142795563,
        "Gamma_field": 0.16213420033454895,
        "S_over_Gamma": 1.1020373106002808,
        "Da": 9.276909828186035,
        "E_coh": 0.6426390409469604,
        "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": [
          [
            [
              -91.41,
              45.4
            ],
            [
              -91.36,
              45.39
            ],
            [
              -91.34,
              45.37
            ],
            [
              -91.34,
              45.33
            ],
            [
              -91.36,
              45.31
            ],
            [
              -91.4,
              45.31
            ],
            [
              -91.44,
              45.34
            ],
            [
              -91.44,
              45.37
            ],
            [
              -91.41,
              45.4
            ]
          ]
        ]
      },
      "raw_probability": 0.2258,
      "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": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "74bf886482a41fc3a8460bc2de9f9f78f38990dec47ec60ad9f36628ed0e6917",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.2258,
        "probability": 0.002271,
        "confidence_lo": 0.002241,
        "confidence_hi": 0.002271,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "95c2b776ac769ce0955ed90d5787e7ae95dbfe83002603517adfeda3fdd8a27c",
        "signature": {
          "alg": "ed25519",
          "sig": "13918c0d52c943749a0cf6dcd97890f7689121604d4b5966ba5acdb5728b28252a6230ed41485da9043e0920aeb68101721864a63f936a4a7c8df4e021d0020a"
        }
      },
      "receipt_sha256": "95c2b776ac769ce0955ed90d5787e7ae95dbfe83002603517adfeda3fdd8a27c"
    },
    {
      "storm_id": "363802",
      "lat": 38.2218,
      "lon": -95.8518,
      "motion_east": 3.4,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1768.0,
      "ebshear": 29.0,
      "srh01": 172.0,
      "maxllaz": 0.001,
      "mesh": 0.21,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 172.0
        },
        {
          "name": "hrrr_pwat",
          "value": 25.1372
        },
        {
          "name": "alignment",
          "value": 7.3255
        },
        {
          "name": "tau",
          "value": 0.4051
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2222
      },
      "coherence_score": 0.40514862537384033,
      "coherence_diagnostics": {
        "tau": 0.40514862537384033,
        "grad_tau": 0.16079482436180115,
        "torsion": 0.0,
        "alignment": 7.325528144836426,
        "S_field": 0.5170897245407104,
        "Gamma_field": 2.1704673767089844,
        "S_over_Gamma": 0.2382388859987259,
        "Da": 130.76458740234375,
        "E_coh": 0.32246699929237366,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -95.86,
              38.27
            ],
            [
              -95.82,
              38.27
            ],
            [
              -95.78,
              38.23
            ],
            [
              -95.78,
              38.22
            ],
            [
              -95.81,
              38.19
            ],
            [
              -95.87,
              38.19
            ],
            [
              -95.88,
              38.18
            ],
            [
              -95.89,
              38.19
            ],
            [
              -95.91,
              38.19
            ],
            [
              -95.91,
              38.24
            ],
            [
              -95.86,
              38.27
            ]
          ]
        ]
      },
      "raw_probability": 0.2222,
      "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": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "407285dd6e6c9e953212cfd3822fe3827899aef8959ec65e68bcc7ee6072ae22",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.2222,
        "probability": 0.002271,
        "confidence_lo": 0.002241,
        "confidence_hi": 0.002271,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a090130f2b1649b70af61ccd3c24b10f0bd732dd697da14c7ea80e3a71e96a50",
        "signature": {
          "alg": "ed25519",
          "sig": "1233579398f028f639cc5d59829000b7b5cfe26048fff35a8276fb5df0be19180a49061950ff3065dfa5c1e78adb1258272a8f7f17be421a2d7ec5a5ebcee10e"
        }
      },
      "receipt_sha256": "a090130f2b1649b70af61ccd3c24b10f0bd732dd697da14c7ea80e3a71e96a50"
    },
    {
      "storm_id": "363408",
      "lat": 45.615,
      "lon": -93.2033,
      "motion_east": 13.6,
      "motion_south": 2.3,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1378.0,
      "ebshear": 41.0,
      "srh01": 59.0,
      "maxllaz": 0.002,
      "mesh": 0.26,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 59.0
        },
        {
          "name": "hrrr_pwat",
          "value": 23.2622
        },
        {
          "name": "alignment",
          "value": -3.8103
        },
        {
          "name": "tau",
          "value": 0.962
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2139
      },
      "coherence_score": 0.9620455503463745,
      "coherence_diagnostics": {
        "tau": 0.9620455503463745,
        "grad_tau": 0.03721212223172188,
        "torsion": 0.0,
        "alignment": -3.8103058338165283,
        "S_field": 0.24402964115142822,
        "Gamma_field": 0.15880087018013,
        "S_over_Gamma": 1.5367021560668945,
        "Da": 9.118287086486816,
        "E_coh": 0.32548704743385315,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -93.2,
              45.66
            ],
            [
              -93.18,
              45.66
            ],
            [
              -93.15,
              45.64
            ],
            [
              -93.15,
              45.57
            ],
            [
              -93.19,
              45.56
            ],
            [
              -93.2,
              45.55
            ],
            [
              -93.22,
              45.55
            ],
            [
              -93.25,
              45.59
            ],
            [
              -93.25,
              45.64
            ],
            [
              -93.24,
              45.65
            ],
            [
              -93.21,
              45.65
            ],
            [
              -93.2,
              45.66
            ]
          ]
        ]
      },
      "raw_probability": 0.2139,
      "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": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "17c61d17322ddf5ff91d4dfccef3e49f3c7cd6c0e4e69d2cae0479821dc93b7b",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.2139,
        "probability": 0.002271,
        "confidence_lo": 0.002241,
        "confidence_hi": 0.002271,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c7cf1f7a1b2613565bd07ab177fadee8c65f09c4ac2730c718135fc2d728c124",
        "signature": {
          "alg": "ed25519",
          "sig": "0462e067eaa7d00858b248881884f47e1c851db338f5e7947738748f87457605cc54b38bdcd75a53f627069b7aa571821b5d12256be23fc33dc5c9360cf5df04"
        }
      },
      "receipt_sha256": "c7cf1f7a1b2613565bd07ab177fadee8c65f09c4ac2730c718135fc2d728c124"
    },
    {
      "storm_id": "363927",
      "lat": 34.4179,
      "lon": -73.3058,
      "motion_east": 9.6,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2665.0,
      "ebshear": 20.0,
      "srh01": 38.0,
      "maxllaz": 0.0,
      "mesh": 0.12,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 38.0
        },
        {
          "name": "hrrr_pwat",
          "value": 58.3872
        },
        {
          "name": "alignment",
          "value": 4.3586
        },
        {
          "name": "tau",
          "value": 3.9406
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2108
      },
      "coherence_score": 3.9405622482299805,
      "coherence_diagnostics": {
        "tau": 3.9405622482299805,
        "grad_tau": 0.6349260807037354,
        "torsion": 0.0,
        "alignment": 4.358564853668213,
        "S_field": 1.1793805360794067,
        "Gamma_field": 0.17546753585338593,
        "S_over_Gamma": 6.721360206604004,
        "Da": 11.330419540405273,
        "E_coh": 0.9222041964530945,
        "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": [
          [
            [
              -73.27,
              34.57
            ],
            [
              -73.24,
              34.56
            ],
            [
              -73.22,
              34.54
            ],
            [
              -73.22,
              34.48
            ],
            [
              -73.23,
              34.47
            ],
            [
              -73.24,
              34.41
            ],
            [
              -73.28,
              34.36
            ],
            [
              -73.32,
              34.28
            ],
            [
              -73.32,
              34.26
            ],
            [
              -73.35,
              34.23
            ],
            [
              -73.39,
              34.23
            ],
            [
              -73.41,
              34.25
            ],
            [
              -73.41,
              34.31
            ],
            [
              -73.33,
              34.39
            ],
            [
              -73.33,
              34.47
            ],
            [
              -73.34,
              34.48
            ],
            [
              -73.33,
              34.53
            ],
            [
              -73.31,
              34.55
            ],
            [
              -73.27,
              34.57
            ]
          ]
        ]
      },
      "raw_probability": 0.2108,
      "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": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "77857e0a7a56d8bf18300f7c98fa7bd12277b42d69b4ea595da6797efed926e4",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.2108,
        "probability": 0.002271,
        "confidence_lo": 0.002241,
        "confidence_hi": 0.002271,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ccb7e64ffd6ae5de529364594946935e17b9cf90ac5bca758690fb1af9c3e71a",
        "signature": {
          "alg": "ed25519",
          "sig": "8382d70d16b259086886f9e47765ef5c4103c0a6abaff60526d28983428d59ad32776591362eed683a547e82237d7dcc2013de7335adde6d00e30d3576aae104"
        }
      },
      "receipt_sha256": "ccb7e64ffd6ae5de529364594946935e17b9cf90ac5bca758690fb1af9c3e71a"
    },
    {
      "storm_id": "362969",
      "lat": 42.5316,
      "lon": -93.6177,
      "motion_east": 9.9,
      "motion_south": 7.9,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3185.0,
      "ebshear": 43.0,
      "srh01": 169.0,
      "maxllaz": 0.006,
      "mesh": 0.19,
      "flash_rate": 8.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 169.0
        },
        {
          "name": "hrrr_pwat",
          "value": 30.6372
        },
        {
          "name": "alignment",
          "value": -2.0347
        },
        {
          "name": "tau",
          "value": 0.6642
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1981
      },
      "coherence_score": 0.6642387509346008,
      "coherence_diagnostics": {
        "tau": 0.6642387509346008,
        "grad_tau": 0.31339022517204285,
        "torsion": 0.0,
        "alignment": -2.0347018241882324,
        "S_field": 0.5507341027259827,
        "Gamma_field": 1.8354674577713013,
        "S_over_Gamma": 0.30005115270614624,
        "Da": 117.7151870727539,
        "E_coh": 0.5046659111976624,
        "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": [
          [
            [
              -93.45,
              42.63
            ],
            [
              -93.41,
              42.63
            ],
            [
              -93.4,
              42.61
            ],
            [
              -93.42,
              42.59
            ],
            [
              -93.43,
              42.56
            ],
            [
              -93.5,
              42.49
            ],
            [
              -93.54,
              42.47
            ],
            [
              -93.56,
              42.47
            ],
            [
              -93.57,
              42.46
            ],
            [
              -93.61,
              42.46
            ],
            [
              -93.62,
              42.45
            ],
            [
              -93.72,
              42.45
            ],
            [
              -93.73,
              42.44
            ],
            [
              -93.77,
              42.44
            ],
            [
              -93.78,
              42.43
            ],
            [
              -93.84,
              42.43
            ],
            [
              -93.85,
              42.44
            ],
            [
              -93.85,
              42.49
            ],
            [
              -93.84,
              42.51
            ],
            [
              -93.81,
              42.52
            ],
            [
              -93.74,
              42.59
            ],
            [
              -93.7,
              42.61
            ],
            [
              -93.66,
              42.61
            ],
            [
              -93.64,
              42.57
            ],
            [
              -93.62,
              42.55
            ],
            [
              -93.59,
              42.55
            ],
            [
              -93.57,
              42.56
            ],
            [
              -93.53,
              42.6
            ],
            [
              -93.49,
              42.62
            ],
            [
              -93.46,
              42.62
            ],
            [
              -93.45,
              42.63
            ]
          ]
        ]
      },
      "raw_probability": 0.1981,
      "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": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "f1d63034cda94c4428d329b024d3694ed1b09ead390bce240d23ae5c5cbec7e2",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.1981,
        "probability": 0.002271,
        "confidence_lo": 0.002241,
        "confidence_hi": 0.002271,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4953801da59654cb1346865ac3d54d427f288ab9de8ec398c41ee85be89ee938",
        "signature": {
          "alg": "ed25519",
          "sig": "24f1bd1302e7ac1084ad4d35109040a261ab2286fbe453711bea5e3b61fd5ee2fde975c17f89e691344f307f4a7f71b94549ba6452b3a37db7936a03bd686308"
        }
      },
      "receipt_sha256": "4953801da59654cb1346865ac3d54d427f288ab9de8ec398c41ee85be89ee938"
    },
    {
      "storm_id": "363411",
      "lat": 44.823,
      "lon": -91.736,
      "motion_east": 6.3,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1224.0,
      "ebshear": 38.0,
      "srh01": 122.0,
      "maxllaz": 0.002,
      "mesh": 0.08,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 122.0
        },
        {
          "name": "hrrr_pwat",
          "value": 27.3872
        },
        {
          "name": "alignment",
          "value": 1.9779
        },
        {
          "name": "tau",
          "value": 0.9883
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.191
      },
      "coherence_score": 0.988318681716919,
      "coherence_diagnostics": {
        "tau": 0.988318681716919,
        "grad_tau": 0.06905078142881393,
        "torsion": 0.0,
        "alignment": 1.9778854846954346,
        "S_field": 0.19269658625125885,
        "Gamma_field": 0.15463419258594513,
        "S_over_Gamma": 1.2461447715759277,
        "Da": 8.902349472045898,
        "E_coh": 0.5615252256393433,
        "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": [
          [
            [
              -91.75,
              44.86
            ],
            [
              -91.71,
              44.86
            ],
            [
              -91.7,
              44.85
            ],
            [
              -91.7,
              44.8
            ],
            [
              -91.72,
              44.78
            ],
            [
              -91.73,
              44.79
            ],
            [
              -91.76,
              44.79
            ],
            [
              -91.77,
              44.8
            ],
            [
              -91.77,
              44.84
            ],
            [
              -91.75,
              44.86
            ]
          ]
        ]
      },
      "raw_probability": 0.191,
      "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": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "0e1d06f7012c20ede04e1327cd7062d123c8d509079238386d5e2589d3be3ca9",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.191,
        "probability": 0.002271,
        "confidence_lo": 0.002241,
        "confidence_hi": 0.002271,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b482123b1e16aa767af9b9b7572eefd06cf47e05210542495ac3e34baad5836e",
        "signature": {
          "alg": "ed25519",
          "sig": "bb9adc5d0e063b19b19f57d8daca7759730d143e769189d4e3a4c8825b94409c5887525306b345c9679f43b1559f9af5d5d75d9529ab9b10aaac865d19c69d0e"
        }
      },
      "receipt_sha256": "b482123b1e16aa767af9b9b7572eefd06cf47e05210542495ac3e34baad5836e"
    },
    {
      "storm_id": "363318",
      "lat": 34.3389,
      "lon": -74.5078,
      "motion_east": 3.4,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1876.0,
      "ebshear": 12.0,
      "srh01": 68.0,
      "maxllaz": 0.001,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 68.0
        },
        {
          "name": "hrrr_pwat",
          "value": 57.5122
        },
        {
          "name": "alignment",
          "value": -1.1846
        },
        {
          "name": "tau",
          "value": 4.4279
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1842
      },
      "coherence_score": 4.427921295166016,
      "coherence_diagnostics": {
        "tau": 4.427921295166016,
        "grad_tau": 0.5689404010772705,
        "torsion": 0.0,
        "alignment": -1.1845760345458984,
        "S_field": 1.223088026046753,
        "Gamma_field": 0.197967529296875,
        "S_over_Gamma": 6.178225517272949,
        "Da": 12.628519058227539,
        "E_coh": 0.9383131861686707,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -74.52,
              34.38
            ],
            [
              -74.51,
              34.38
            ],
            [
              -74.46,
              34.34
            ],
            [
              -74.47,
              34.3
            ],
            [
              -74.48,
              34.29
            ],
            [
              -74.52,
              34.29
            ],
            [
              -74.55,
              34.33
            ],
            [
              -74.54,
              34.36
            ],
            [
              -74.52,
              34.38
            ]
          ]
        ]
      },
      "raw_probability": 0.1842,
      "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": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "c060538987b78de450d37f80be3a709e27c5160e8c25ceab16d9e6d717de98fc",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.1842,
        "probability": 0.002271,
        "confidence_lo": 0.002241,
        "confidence_hi": 0.002271,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "30a87b4d8696286ab86f524cdc10764143adce6ef860a19d524def6814bfa486",
        "signature": {
          "alg": "ed25519",
          "sig": "9e98dbcb3ab6a653bc73c51f0b9dddf152aa224bf59fef2fab8ad26940a6f145e92bbff81305f470f81b495964d2f72ac6627b67779af575e91c0dc18cb4f60a"
        }
      },
      "receipt_sha256": "30a87b4d8696286ab86f524cdc10764143adce6ef860a19d524def6814bfa486"
    },
    {
      "storm_id": "363901",
      "lat": 46.981,
      "lon": -85.468,
      "motion_east": 5.5,
      "motion_south": 0.1,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 120.0,
      "ebshear": 32.0,
      "srh01": 102.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 102.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.2622
        },
        {
          "name": "alignment",
          "value": 0.1103
        },
        {
          "name": "tau",
          "value": 1.1869
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1795
      },
      "coherence_score": 1.1868619918823242,
      "coherence_diagnostics": {
        "tau": 1.1868619918823242,
        "grad_tau": 0.24007737636566162,
        "torsion": 0.0,
        "alignment": 0.11031746864318848,
        "S_field": 0.36864155530929565,
        "Gamma_field": 0.1538008600473404,
        "S_over_Gamma": 2.3968758583068848,
        "Da": 8.7501220703125,
        "E_coh": 0.45221012830734253,
        "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": [
          [
            [
              -85.46,
              47.02
            ],
            [
              -85.44,
              46.98
            ],
            [
              -85.42,
              46.97
            ],
            [
              -85.45,
              46.94
            ],
            [
              -85.48,
              46.94
            ],
            [
              -85.51,
              46.96
            ],
            [
              -85.5,
              46.98
            ],
            [
              -85.48,
              46.99
            ],
            [
              -85.48,
              47.01
            ],
            [
              -85.46,
              47.02
            ]
          ]
        ]
      },
      "raw_probability": 0.1795,
      "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": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "560ab36cf9ef05fd160175aa785907ddd343fcd401ac51782f06aaae461f8bc6",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.1795,
        "probability": 0.002271,
        "confidence_lo": 0.002241,
        "confidence_hi": 0.002271,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "60923cd76f136e95f3bfd34a3992f28861c66027fb6ac23a547f591dd387deb6",
        "signature": {
          "alg": "ed25519",
          "sig": "ffbc5854e22915b18ade801f4272e88d395b44d815f5fb8800f90c7684cbd65d8bf238b9ff09901e3fee0870681c011337e94fb5f9ae1a00906fbb8dc956610c"
        }
      },
      "receipt_sha256": "60923cd76f136e95f3bfd34a3992f28861c66027fb6ac23a547f591dd387deb6"
    },
    {
      "storm_id": "363870",
      "lat": 43.8787,
      "lon": -88.2662,
      "motion_east": 5.1,
      "motion_south": 0.5,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 601.0,
      "ebshear": 27.0,
      "srh01": 65.0,
      "maxllaz": 0.01,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 65.0
        },
        {
          "name": "hrrr_pwat",
          "value": 25.2622
        },
        {
          "name": "alignment",
          "value": 7.9468
        },
        {
          "name": "tau",
          "value": 1.1848
        },
        {
          "name": "maxllaz",
          "value": 0.01
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1667
      },
      "coherence_score": 1.1847825050354004,
      "coherence_diagnostics": {
        "tau": 1.1847825050354004,
        "grad_tau": 0.10376456379890442,
        "torsion": 0.0,
        "alignment": 7.946826934814453,
        "S_field": 0.31715288758277893,
        "Gamma_field": 0.16630086302757263,
        "S_over_Gamma": 1.9071030616760254,
        "Da": 9.987933158874512,
        "E_coh": 0.5054364204406738,
        "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": [
          [
            [
              -88.3,
              43.91
            ],
            [
              -88.25,
              43.91
            ],
            [
              -88.23,
              43.89
            ],
            [
              -88.23,
              43.87
            ],
            [
              -88.25,
              43.84
            ],
            [
              -88.27,
              43.84
            ],
            [
              -88.3,
              43.86
            ],
            [
              -88.3,
              43.91
            ]
          ]
        ]
      },
      "raw_probability": 0.1667,
      "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": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "312a3c9fc4d0869d17124ebad1be995cac466bb62083ab77fee4eb3e1208132f",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.1667,
        "probability": 0.002271,
        "confidence_lo": 0.002241,
        "confidence_hi": 0.002271,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7518c6d54ac188d941182ae25d972bced4e18e268cd4138079e3c0efbcf68f09",
        "signature": {
          "alg": "ed25519",
          "sig": "e799c1d4c4db6ad3d6366b97fd2b5e86254bf133e2ae86b0f711c26120acd1944896dec792e97f4bc7e50f704f8d7d8e97d79147bda039b3d3e98f2ebca9b20c"
        }
      },
      "receipt_sha256": "7518c6d54ac188d941182ae25d972bced4e18e268cd4138079e3c0efbcf68f09"
    },
    {
      "storm_id": "363785",
      "lat": 38.484,
      "lon": -95.917,
      "motion_east": 3.4,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2062.0,
      "ebshear": 35.0,
      "srh01": 222.0,
      "maxllaz": 0.002,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 222.0
        },
        {
          "name": "hrrr_pwat",
          "value": 22.2622
        },
        {
          "name": "alignment",
          "value": 2.4125
        },
        {
          "name": "tau",
          "value": 0.3548
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1626
      },
      "coherence_score": 0.3548184633255005,
      "coherence_diagnostics": {
        "tau": 0.3548184633255005,
        "grad_tau": 0.17691217362880707,
        "torsion": 0.0,
        "alignment": 2.4124631881713867,
        "S_field": 0.45490777492523193,
        "Gamma_field": 2.077967643737793,
        "S_over_Gamma": 0.2189195603132248,
        "Da": 130.85968017578125,
        "E_coh": 0.32158705592155457,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -95.93,
              38.52
            ],
            [
              -95.92,
              38.51
            ],
            [
              -95.9,
              38.51
            ],
            [
              -95.88,
              38.49
            ],
            [
              -95.88,
              38.45
            ],
            [
              -95.9,
              38.44
            ],
            [
              -95.93,
              38.44
            ],
            [
              -95.95,
              38.45
            ],
            [
              -95.95,
              38.51
            ],
            [
              -95.93,
              38.52
            ]
          ]
        ]
      },
      "raw_probability": 0.1626,
      "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": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "ac4578693906ed914df0c982cd96a6c8d842171920144ab42ff39578261f1f5a",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.1626,
        "probability": 0.002271,
        "confidence_lo": 0.002241,
        "confidence_hi": 0.002271,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6f8955d1319389370315abdc3a43951250f840d7c35c3494adc7385eeac6da15",
        "signature": {
          "alg": "ed25519",
          "sig": "122cdbee72ab9037eff62ee3db222e3b71f61e98936b0baa12578a2ed8f31c0c7e2ed2be2ac750c7930a395166bc330cf265f5ff5f1944dcb7e99e8231e44b05"
        }
      },
      "receipt_sha256": "6f8955d1319389370315abdc3a43951250f840d7c35c3494adc7385eeac6da15"
    },
    {
      "storm_id": "363907",
      "lat": 34.7809,
      "lon": -73.9564,
      "motion_east": 3.4,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1946.0,
      "ebshear": 12.0,
      "srh01": 72.0,
      "maxllaz": 0.001,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 72.0
        },
        {
          "name": "hrrr_pwat",
          "value": 58.3872
        },
        {
          "name": "alignment",
          "value": 4.3586
        },
        {
          "name": "tau",
          "value": 3.9406
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1565
      },
      "coherence_score": 3.9405622482299805,
      "coherence_diagnostics": {
        "tau": 3.9405622482299805,
        "grad_tau": 0.6349260807037354,
        "torsion": 0.0,
        "alignment": 4.358564853668213,
        "S_field": 1.1793805360794067,
        "Gamma_field": 0.17546753585338593,
        "S_over_Gamma": 6.721360206604004,
        "Da": 11.330419540405273,
        "E_coh": 0.9222041964530945,
        "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": [
          [
            [
              -73.94,
              34.81
            ],
            [
              -73.91,
              34.79
            ],
            [
              -73.91,
              34.74
            ],
            [
              -73.93,
              34.73
            ],
            [
              -73.97,
              34.74
            ],
            [
              -74.0,
              34.78
            ],
            [
              -74.0,
              34.8
            ],
            [
              -73.99,
              34.79
            ],
            [
              -73.98,
              34.8
            ],
            [
              -73.95,
              34.8
            ],
            [
              -73.94,
              34.81
            ]
          ]
        ]
      },
      "raw_probability": 0.1565,
      "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": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "661270d037ed2dbb79fb719b713d3d0ecac41b8480feb592bca46bd7bcbe82f7",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.1565,
        "probability": 0.002271,
        "confidence_lo": 0.002241,
        "confidence_hi": 0.002271,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6b167611ab924484fc92513982dbe5451f271f3b718d04e42a52cfc9ed81b63e",
        "signature": {
          "alg": "ed25519",
          "sig": "5a7247d3152c86042d4d1143ffa231511d6729f553ed1217d23f020ff024dbff7b0b5a6d89953968a36aea64f46a9361f3aced33acaad2cf7c9221562e36f002"
        }
      },
      "receipt_sha256": "6b167611ab924484fc92513982dbe5451f271f3b718d04e42a52cfc9ed81b63e"
    },
    {
      "storm_id": "363266",
      "lat": 48.8283,
      "lon": -67.2183,
      "motion_east": 3.4,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 123.0,
      "ebshear": 12.0,
      "srh01": 65.0,
      "maxllaz": 0.003,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 65.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.3872
        },
        {
          "name": "alignment",
          "value": -6.0937
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1513
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.14362818002700806,
        "torsion": 0.0,
        "alignment": -6.093671798706055,
        "S_field": 0.18179845809936523,
        "Gamma_field": 0.1563008576631546,
        "S_over_Gamma": 1.163131594657898,
        "Da": 9.921319961547852,
        "E_coh": 0.29229438304901123,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -67.22,
              48.97
            ],
            [
              -67.17,
              48.92
            ],
            [
              -67.17,
              48.87
            ],
            [
              -67.14,
              48.85
            ],
            [
              -67.12,
              48.86
            ],
            [
              -67.09,
              48.82
            ],
            [
              -67.09,
              48.77
            ],
            [
              -67.13,
              48.73
            ],
            [
              -67.17,
              48.73
            ],
            [
              -67.19,
              48.71
            ],
            [
              -67.22,
              48.71
            ],
            [
              -67.23,
              48.72
            ],
            [
              -67.26,
              48.72
            ],
            [
              -67.27,
              48.73
            ],
            [
              -67.29,
              48.77
            ],
            [
              -67.29,
              48.82
            ],
            [
              -67.3,
              48.83
            ],
            [
              -67.3,
              48.87
            ],
            [
              -67.31,
              48.88
            ],
            [
              -67.3,
              48.92
            ],
            [
              -67.28,
              48.94
            ],
            [
              -67.26,
              48.94
            ],
            [
              -67.22,
              48.97
            ]
          ]
        ]
      },
      "raw_probability": 0.1513,
      "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": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "dfde26147980294df9dbc7f584c371fcbdb1f33efab53143e585d2cb18ebef18",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.1513,
        "probability": 0.002271,
        "confidence_lo": 0.002241,
        "confidence_hi": 0.002271,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9b63a40810f34fe8a76ef763c03c136d280a6f54aa10880792697214cfa0787f",
        "signature": {
          "alg": "ed25519",
          "sig": "0955d1565a3e60519b70feaf72a14e2004c3c8c7bd5c309a0f504a1d4be302bf52573f89e96d4da0eaffa2a75bf725260568d2c761536d5456739fb1a662d80b"
        }
      },
      "receipt_sha256": "9b63a40810f34fe8a76ef763c03c136d280a6f54aa10880792697214cfa0787f"
    },
    {
      "storm_id": "363213",
      "lat": 38.761,
      "lon": -95.534,
      "motion_east": 3.4,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2121.0,
      "ebshear": 37.0,
      "srh01": 187.0,
      "maxllaz": 0.003,
      "mesh": 0.17,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 187.0
        },
        {
          "name": "hrrr_pwat",
          "value": 23.1372
        },
        {
          "name": "alignment",
          "value": 0.6394
        },
        {
          "name": "tau",
          "value": 0.66
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1469
      },
      "coherence_score": 0.6599798798561096,
      "coherence_diagnostics": {
        "tau": 0.6599798798561096,
        "grad_tau": 0.29785212874412537,
        "torsion": 0.0,
        "alignment": 0.6393938064575195,
        "S_field": 0.23365086317062378,
        "Gamma_field": 0.18213419616222382,
        "S_over_Gamma": 1.2828500270843506,
        "Da": 11.991167068481445,
        "E_coh": 0.7097960114479065,
        "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": [
          [
            [
              -95.55,
              38.79
            ],
            [
              -95.53,
              38.79
            ],
            [
              -95.52,
              38.78
            ],
            [
              -95.52,
              38.76
            ],
            [
              -95.5,
              38.74
            ],
            [
              -95.51,
              38.72
            ],
            [
              -95.54,
              38.72
            ],
            [
              -95.56,
              38.74
            ],
            [
              -95.56,
              38.78
            ],
            [
              -95.55,
              38.79
            ]
          ]
        ]
      },
      "raw_probability": 0.1469,
      "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": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "4842d81c4c65e47135669051fd539d2d1496c06965d65a580446f5c2a7ecb112",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.1469,
        "probability": 0.002271,
        "confidence_lo": 0.002241,
        "confidence_hi": 0.002271,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c401ffa9b21f3ee75c5fc3f59f23482ba66b85207290181a3e92abeceefdfa2b",
        "signature": {
          "alg": "ed25519",
          "sig": "151a6ccb24d8f279fa9c7e44c8dd693498bf74fb452a7280d17f775674afab310e2b73b0d478b7439b15be0ac288d399b8dcd0204230758720f28ad53f0b6a0d"
        }
      },
      "receipt_sha256": "c401ffa9b21f3ee75c5fc3f59f23482ba66b85207290181a3e92abeceefdfa2b"
    },
    {
      "storm_id": "363928",
      "lat": 34.2453,
      "lon": -73.9235,
      "motion_east": 9.5,
      "motion_south": 1.7,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2684.0,
      "ebshear": 18.0,
      "srh01": 32.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 32.0
        },
        {
          "name": "hrrr_pwat",
          "value": 59.0122
        },
        {
          "name": "alignment",
          "value": 1.0178
        },
        {
          "name": "tau",
          "value": 4.4287
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1469
      },
      "coherence_score": 4.4286699295043945,
      "coherence_diagnostics": {
        "tau": 4.4286699295043945,
        "grad_tau": 0.4282139837741852,
        "torsion": 0.0,
        "alignment": 1.0177669525146484,
        "S_field": 1.0458152294158936,
        "Gamma_field": 0.21380086243152618,
        "S_over_Gamma": 4.891539096832275,
        "Da": 13.69184398651123,
        "E_coh": 0.9268800616264343,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -73.91,
              34.3
            ],
            [
              -73.9,
              34.29
            ],
            [
              -73.88,
              34.29
            ],
            [
              -73.85,
              34.25
            ],
            [
              -73.85,
              34.24
            ],
            [
              -73.86,
              34.24
            ],
            [
              -73.91,
              34.2
            ],
            [
              -73.93,
              34.2
            ],
            [
              -73.93,
              34.21
            ],
            [
              -73.95,
              34.22
            ],
            [
              -73.98,
              34.19
            ],
            [
              -73.99,
              34.2
            ],
            [
              -73.99,
              34.23
            ],
            [
              -73.98,
              34.25
            ],
            [
              -73.95,
              34.28
            ],
            [
              -73.93,
              34.28
            ],
            [
              -73.91,
              34.3
            ]
          ]
        ]
      },
      "raw_probability": 0.1469,
      "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": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "4842d81c4c65e47135669051fd539d2d1496c06965d65a580446f5c2a7ecb112",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.1469,
        "probability": 0.002271,
        "confidence_lo": 0.002241,
        "confidence_hi": 0.002271,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c401ffa9b21f3ee75c5fc3f59f23482ba66b85207290181a3e92abeceefdfa2b",
        "signature": {
          "alg": "ed25519",
          "sig": "151a6ccb24d8f279fa9c7e44c8dd693498bf74fb452a7280d17f775674afab310e2b73b0d478b7439b15be0ac288d399b8dcd0204230758720f28ad53f0b6a0d"
        }
      },
      "receipt_sha256": "c401ffa9b21f3ee75c5fc3f59f23482ba66b85207290181a3e92abeceefdfa2b"
    },
    {
      "storm_id": "363531",
      "lat": 32.3837,
      "lon": -80.0738,
      "motion_east": 9.1,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3312.0,
      "ebshear": 10.0,
      "srh01": 41.0,
      "maxllaz": 0.003,
      "mesh": 0.06,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 41.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.8872
        },
        {
          "name": "alignment",
          "value": 0.1137
        },
        {
          "name": "tau",
          "value": 2.6663
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.146
      },
      "coherence_score": 2.6662673950195312,
      "coherence_diagnostics": {
        "tau": 2.6662673950195312,
        "grad_tau": 0.4797379970550537,
        "torsion": 0.0,
        "alignment": 0.11374819278717041,
        "S_field": 0.4652005136013031,
        "Gamma_field": 0.3604675531387329,
        "S_over_Gamma": 1.290547490119934,
        "Da": 22.57308578491211,
        "E_coh": 0.8590272068977356,
        "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": [
          [
            [
              -80.08,
              32.41
            ],
            [
              -80.05,
              32.41
            ],
            [
              -80.04,
              32.4
            ],
            [
              -80.04,
              32.37
            ],
            [
              -80.08,
              32.35
            ],
            [
              -80.11,
              32.35
            ],
            [
              -80.11,
              32.37
            ],
            [
              -80.08,
              32.41
            ]
          ]
        ]
      },
      "raw_probability": 0.146,
      "confidence_lo": 0.0021,
      "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": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "965953ab360a0016446b9cbf6e8686a477913b3f0bc9bd1bb3f6ae27ae254f0d",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.146,
        "probability": 0.002271,
        "confidence_lo": 0.002057,
        "confidence_hi": 0.002271,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d1e854c1651ea6f6eb9907c6fe7d3294da0d313bed42ab5b4652247ab804b0df",
        "signature": {
          "alg": "ed25519",
          "sig": "c4260705e00cba67a91b30b3e289dbc852f2f1667eee8de7107644622b5b00396953ba167beadd4f6a0c35e16445351234b186e2341663f7449af0d8d213af05"
        }
      },
      "receipt_sha256": "d1e854c1651ea6f6eb9907c6fe7d3294da0d313bed42ab5b4652247ab804b0df"
    },
    {
      "storm_id": "363868",
      "lat": 45.56,
      "lon": -92.2864,
      "motion_east": 3.5,
      "motion_south": 0.1,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 774.0,
      "ebshear": 39.0,
      "srh01": 85.0,
      "maxllaz": 0.001,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 85.0
        },
        {
          "name": "hrrr_pwat",
          "value": 23.5122
        },
        {
          "name": "alignment",
          "value": 1.9782
        },
        {
          "name": "tau",
          "value": 0.9778
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.145
      },
      "coherence_score": 0.9778494834899902,
      "coherence_diagnostics": {
        "tau": 0.9778494834899902,
        "grad_tau": 0.027983535081148148,
        "torsion": 0.0,
        "alignment": 1.9781653881072998,
        "S_field": 0.20335166156291962,
        "Gamma_field": 0.1629675328731537,
        "S_over_Gamma": 1.2478047609329224,
        "Da": 9.43981647491455,
        "E_coh": 0.7561507225036621,
        "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": [
          [
            [
              -92.3,
              45.6
            ],
            [
              -92.26,
              45.6
            ],
            [
              -92.25,
              45.59
            ],
            [
              -92.24,
              45.57
            ],
            [
              -92.24,
              45.52
            ],
            [
              -92.25,
              45.51
            ],
            [
              -92.31,
              45.51
            ],
            [
              -92.32,
              45.52
            ],
            [
              -92.34,
              45.56
            ],
            [
              -92.34,
              45.58
            ],
            [
              -92.3,
              45.6
            ]
          ]
        ]
      },
      "raw_probability": 0.145,
      "confidence_lo": 0.0021,
      "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": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "99437b2c7fa32f640dd1abc8d6ac51379210b0ee3f8453a4cb057187e6759134",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.145,
        "probability": 0.002271,
        "confidence_lo": 0.002057,
        "confidence_hi": 0.002271,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5c74c9546a861d3e4c61adc3b9afafd940fafc29202454daaafbba4a403671be",
        "signature": {
          "alg": "ed25519",
          "sig": "6fdb94ed93be89308fd2ce83f22f9b9ec8ac66ea8fe3adeee3fcabda4c1ab4036bbf9f526dcef340c5af084edb1322d6e046afdb5f7d1a54dcc82a971fbc2c0f"
        }
      },
      "receipt_sha256": "5c74c9546a861d3e4c61adc3b9afafd940fafc29202454daaafbba4a403671be"
    },
    {
      "storm_id": "363780",
      "lat": 44.4418,
      "lon": -88.4182,
      "motion_east": 10.6,
      "motion_south": 2.2,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 354.0,
      "ebshear": 25.0,
      "srh01": 54.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 54.0
        },
        {
          "name": "hrrr_pwat",
          "value": 27.3872
        },
        {
          "name": "alignment",
          "value": 5.7382
        },
        {
          "name": "tau",
          "value": 1.1703
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1447
      },
      "coherence_score": 1.170288324356079,
      "coherence_diagnostics": {
        "tau": 1.170288324356079,
        "grad_tau": 0.08338122814893723,
        "torsion": 0.0,
        "alignment": 5.738201141357422,
        "S_field": 0.2617640495300293,
        "Gamma_field": 0.17796753346920013,
        "S_over_Gamma": 1.4708528518676758,
        "Da": 10.441579818725586,
        "E_coh": 0.407082736492157,
        "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": [
          [
            [
              -88.25,
              44.57
            ],
            [
              -88.22,
              44.57
            ],
            [
              -88.21,
              44.54
            ],
            [
              -88.18,
              44.52
            ],
            [
              -88.18,
              44.5
            ],
            [
              -88.19,
              44.49
            ],
            [
              -88.18,
              44.47
            ],
            [
              -88.22,
              44.43
            ],
            [
              -88.24,
              44.43
            ],
            [
              -88.29,
              44.4
            ],
            [
              -88.31,
              44.4
            ],
            [
              -88.32,
              44.39
            ],
            [
              -88.36,
              44.39
            ],
            [
              -88.37,
              44.38
            ],
            [
              -88.39,
              44.38
            ],
            [
              -88.4,
              44.39
            ],
            [
              -88.42,
              44.39
            ],
            [
              -88.43,
              44.38
            ],
            [
              -88.48,
              44.38
            ],
            [
              -88.5,
              44.37
            ],
            [
              -88.53,
              44.33
            ],
            [
              -88.57,
              44.31
            ],
            [
              -88.61,
              44.33
            ],
            [
              -88.62,
              44.32
            ],
            [
              -88.65,
              44.33
            ],
            [
              -88.66,
              44.35
            ],
            [
              -88.66,
              44.39
            ],
            [
              -88.67,
              44.4
            ],
            [
              -88.66,
              44.41
            ],
            [
              -88.66,
              44.45
            ],
            [
              -88.65,
              44.45
            ],
            [
              -88.62,
              44.48
            ],
            [
              -88.56,
              44.47
            ],
            [
              -88.52,
              44.44
            ],
            [
              -88.46,
              44.44
            ],
            [
              -88.43,
              44.47
            ],
            [
              -88.42,
              44.51
            ],
            [
              -88.41,
              44.52
            ],
            [
              -88.39,
              44.52
            ],
            [
              -88.38,
              44.54
            ],
            [
              -88.31,
              44.54
            ],
            [
              -88.3,
              44.55
            ],
            [
              -88.27,
              44.55
            ],
            [
              -88.25,
              44.57
            ]
          ]
        ]
      },
      "raw_probability": 0.1447,
      "confidence_lo": 0.0021,
      "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": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "f06c71373684d354c221bba452d871e4f74c8cbd83c36ed6ab5ea02ea734b3e4",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.1447,
        "probability": 0.002271,
        "confidence_lo": 0.002057,
        "confidence_hi": 0.002271,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2db2277933dbc03c75249e353be0ea618c63f3e81e33040901453f38b64cb0eb",
        "signature": {
          "alg": "ed25519",
          "sig": "8b0c0cfaf33eabde0ad6a210050551f8c28c3e27e98c54c4a48c05aa863e6fd6236d0c0a077cb2941f6e0bb5653a36d64da09173971c46bc2612fbfe4c750a05"
        }
      },
      "receipt_sha256": "2db2277933dbc03c75249e353be0ea618c63f3e81e33040901453f38b64cb0eb"
    },
    {
      "storm_id": "363849",
      "lat": 34.5,
      "lon": -74.055,
      "motion_east": 3.5,
      "motion_south": 0.1,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2127.0,
      "ebshear": 20.0,
      "srh01": 65.0,
      "maxllaz": 0.0,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 65.0
        },
        {
          "name": "hrrr_pwat",
          "value": 58.3872
        },
        {
          "name": "alignment",
          "value": 4.3586
        },
        {
          "name": "tau",
          "value": 3.9406
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1441
      },
      "coherence_score": 3.9405622482299805,
      "coherence_diagnostics": {
        "tau": 3.9405622482299805,
        "grad_tau": 0.6349260807037354,
        "torsion": 0.0,
        "alignment": 4.358564853668213,
        "S_field": 1.1793805360794067,
        "Gamma_field": 0.17546753585338593,
        "S_over_Gamma": 6.721360206604004,
        "Da": 11.330419540405273,
        "E_coh": 0.9222041964530945,
        "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": [
          [
            [
              -74.07,
              34.53
            ],
            [
              -74.05,
              34.53
            ],
            [
              -74.03,
              34.51
            ],
            [
              -74.02,
              34.51
            ],
            [
              -74.02,
              34.48
            ],
            [
              -74.04,
              34.46
            ],
            [
              -74.07,
              34.46
            ],
            [
              -74.09,
              34.48
            ],
            [
              -74.09,
              34.51
            ],
            [
              -74.07,
              34.53
            ]
          ]
        ]
      },
      "raw_probability": 0.1441,
      "confidence_lo": 0.0021,
      "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": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "8edc9c1d12adf92548c60a44717253252c53a1419079d5ba5121794b14a9173d",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.1441,
        "probability": 0.002263,
        "confidence_lo": 0.002057,
        "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": "b4cd1183fe73b763426119791e3343dca5bbeae2be15ab0dec517d6629d77e63",
        "signature": {
          "alg": "ed25519",
          "sig": "287c467e8a3c90520454aa1db5f5436e7643a14587e9e50c2fa8cf7a67bcb726a52c4d10042f45402bc5cbba05c25bd7a76698aa266414ebe60342af0b8dc209"
        }
      },
      "receipt_sha256": "b4cd1183fe73b763426119791e3343dca5bbeae2be15ab0dec517d6629d77e63"
    },
    {
      "storm_id": "363805",
      "lat": 32.0055,
      "lon": -80.6445,
      "motion_east": 8.7,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3435.0,
      "ebshear": 9.0,
      "srh01": 34.0,
      "maxllaz": 0.004,
      "mesh": 0.19,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 34.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.6372
        },
        {
          "name": "alignment",
          "value": -1.1558
        },
        {
          "name": "tau",
          "value": 3.1209
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1416
      },
      "coherence_score": 3.1208646297454834,
      "coherence_diagnostics": {
        "tau": 3.1208646297454834,
        "grad_tau": 0.5634555816650391,
        "torsion": 0.0,
        "alignment": -1.155841588973999,
        "S_field": 0.6184000968933105,
        "Gamma_field": 0.2946341931819916,
        "S_over_Gamma": 2.098874092102051,
        "Da": 18.721729278564453,
        "E_coh": 0.9512104392051697,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -80.64,
              32.05
            ],
            [
              -80.59,
              32.05
            ],
            [
              -80.58,
              32.04
            ],
            [
              -80.58,
              32.01
            ],
            [
              -80.62,
              31.97
            ],
            [
              -80.66,
              31.95
            ],
            [
              -80.7,
              31.95
            ],
            [
              -80.71,
              31.96
            ],
            [
              -80.71,
              31.99
            ],
            [
              -80.66,
              32.04
            ],
            [
              -80.64,
              32.05
            ]
          ]
        ]
      },
      "raw_probability": 0.1416,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "0769cbdbb8fe5915e3987d2864eb1f6b844db78a902f64f888d2e325b334df2a",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.1416,
        "probability": 0.002178,
        "confidence_lo": 0.002057,
        "confidence_hi": 0.002178,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9f7f84f70e85750574f0bea5cf17fe549ae86014c3326681fb0eaa4d957ecca1",
        "signature": {
          "alg": "ed25519",
          "sig": "053b653e5c73a47cf9c1e91f68b58cea3203e953d1e2370eea2f4c297c9acbef541c2a78d5056a135c46eece4c4a94af809dfe687709dec903e7bf358edadc04"
        }
      },
      "receipt_sha256": "9f7f84f70e85750574f0bea5cf17fe549ae86014c3326681fb0eaa4d957ecca1"
    },
    {
      "storm_id": "363929",
      "lat": 34.1562,
      "lon": -73.4737,
      "motion_east": 9.6,
      "motion_south": 0.7,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2788.0,
      "ebshear": 19.0,
      "srh01": 31.0,
      "maxllaz": 0.0,
      "mesh": 0.21,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 31.0
        },
        {
          "name": "hrrr_pwat",
          "value": 59.0122
        },
        {
          "name": "alignment",
          "value": 1.0178
        },
        {
          "name": "tau",
          "value": 4.4287
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1413
      },
      "coherence_score": 4.4286699295043945,
      "coherence_diagnostics": {
        "tau": 4.4286699295043945,
        "grad_tau": 0.4282139837741852,
        "torsion": 0.0,
        "alignment": 1.0177669525146484,
        "S_field": 1.0458152294158936,
        "Gamma_field": 0.21380086243152618,
        "S_over_Gamma": 4.891539096832275,
        "Da": 13.69184398651123,
        "E_coh": 0.9268800616264343,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -73.49,
              34.19
            ],
            [
              -73.47,
              34.19
            ],
            [
              -73.46,
              34.17
            ],
            [
              -73.43,
              34.15
            ],
            [
              -73.44,
              34.11
            ],
            [
              -73.5,
              34.1
            ],
            [
              -73.51,
              34.15
            ],
            [
              -73.49,
              34.19
            ]
          ]
        ]
      },
      "raw_probability": 0.1413,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "f6fa3608cd8e509f45f9ab86ec5fc5c1d9358d845d240afce9c56ec10b749905",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.1413,
        "probability": 0.002178,
        "confidence_lo": 0.002057,
        "confidence_hi": 0.002178,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e8326db7fa1e7b1f267dfddf21470f8f37653a0746ab37e7fdacedeac0400a06",
        "signature": {
          "alg": "ed25519",
          "sig": "357a3c247bfca2d9f6f7a500eb371dcbc85b56b03784245a547cc246f84990881363398b239a50378bd8d6473b53cac3058808e485400675c7b7579ea3999700"
        }
      },
      "receipt_sha256": "e8326db7fa1e7b1f267dfddf21470f8f37653a0746ab37e7fdacedeac0400a06"
    },
    {
      "storm_id": "363933",
      "lat": 32.3175,
      "lon": -80.1887,
      "motion_east": 9.2,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3357.0,
      "ebshear": 8.0,
      "srh01": 39.0,
      "maxllaz": 0.001,
      "mesh": 0.09,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 39.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.8872
        },
        {
          "name": "alignment",
          "value": 0.1137
        },
        {
          "name": "tau",
          "value": 2.6663
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.14
      },
      "coherence_score": 2.6662673950195312,
      "coherence_diagnostics": {
        "tau": 2.6662673950195312,
        "grad_tau": 0.4797379970550537,
        "torsion": 0.0,
        "alignment": 0.11374819278717041,
        "S_field": 0.4652005136013031,
        "Gamma_field": 0.3604675531387329,
        "S_over_Gamma": 1.290547490119934,
        "Da": 22.57308578491211,
        "E_coh": 0.8590272068977356,
        "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": [
          [
            [
              -80.2,
              32.35
            ],
            [
              -80.16,
              32.35
            ],
            [
              -80.15,
              32.34
            ],
            [
              -80.15,
              32.3
            ],
            [
              -80.18,
              32.28
            ],
            [
              -80.23,
              32.28
            ],
            [
              -80.24,
              32.29
            ],
            [
              -80.2,
              32.35
            ]
          ]
        ]
      },
      "raw_probability": 0.14,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "2d6edcaa95a4bb1ce64eb4064d6968398a9962107f7089e17b3196a9529891d5",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.14,
        "probability": 0.002178,
        "confidence_lo": 0.002057,
        "confidence_hi": 0.002178,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e2bfaafe31e09cf45c3d7da7e3e1cf7a55e0e95af31aca254daf3ee0eb5dde84",
        "signature": {
          "alg": "ed25519",
          "sig": "1fcee6f9f6286a653c4d30f8ecfe99411a6d26cfb209f05c05ea4cbab1d25fab95fbddeb83fb8aef582f9f9956d8ff86dbceddf37058eeea32f6ff925f910c01"
        }
      },
      "receipt_sha256": "e2bfaafe31e09cf45c3d7da7e3e1cf7a55e0e95af31aca254daf3ee0eb5dde84"
    },
    {
      "storm_id": "363825",
      "lat": 48.9689,
      "lon": -67.4533,
      "motion_east": 3.4,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 293.0,
      "ebshear": 14.0,
      "srh01": 120.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 120.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.3872
        },
        {
          "name": "alignment",
          "value": -6.0937
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.134
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.14362818002700806,
        "torsion": 0.0,
        "alignment": -6.093671798706055,
        "S_field": 0.18179845809936523,
        "Gamma_field": 0.1563008576631546,
        "S_over_Gamma": 1.163131594657898,
        "Da": 9.921319961547852,
        "E_coh": 0.29229438304901123,
        "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": [
          [
            [
              -67.47,
              49.02
            ],
            [
              -67.44,
              49.01
            ],
            [
              -67.39,
              48.96
            ],
            [
              -67.39,
              48.94
            ],
            [
              -67.41,
              48.92
            ],
            [
              -67.49,
              48.92
            ],
            [
              -67.51,
              48.94
            ],
            [
              -67.51,
              48.99
            ],
            [
              -67.47,
              49.02
            ]
          ]
        ]
      },
      "raw_probability": 0.134,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "89c1d15516dc92e350a2a4e24052fc1512bf7025e5c6d63a5c4716ecadab18da",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.134,
        "probability": 0.002178,
        "confidence_lo": 0.002057,
        "confidence_hi": 0.002178,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7fb9bc32a3df203e90fce3ff3f7e46b49ef85ec47950fbe57315486744938c19",
        "signature": {
          "alg": "ed25519",
          "sig": "c7118da4913e6a234cb7adc526eb76ed5daa69c19f3501041a786445a70a9f90a40b96045b1342acd7bba7f21a4936889cdb9671ebbef06cd80ba600777ed702"
        }
      },
      "receipt_sha256": "7fb9bc32a3df203e90fce3ff3f7e46b49ef85ec47950fbe57315486744938c19"
    },
    {
      "storm_id": "363748",
      "lat": 48.8075,
      "lon": -66.9562,
      "motion_east": 3.4,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 137.0,
      "ebshear": 9.0,
      "srh01": 59.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 59.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.3872
        },
        {
          "name": "alignment",
          "value": -6.0937
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.13
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.14362818002700806,
        "torsion": 0.0,
        "alignment": -6.093671798706055,
        "S_field": 0.18179845809936523,
        "Gamma_field": 0.1563008576631546,
        "S_over_Gamma": 1.163131594657898,
        "Da": 9.921319961547852,
        "E_coh": 0.29229438304901123,
        "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": [
          [
            [
              -66.94,
              48.85
            ],
            [
              -66.93,
              48.84
            ],
            [
              -66.93,
              48.78
            ],
            [
              -66.94,
              48.77
            ],
            [
              -66.99,
              48.78
            ],
            [
              -67.0,
              48.79
            ],
            [
              -66.98,
              48.8
            ],
            [
              -66.94,
              48.85
            ]
          ]
        ]
      },
      "raw_probability": 0.13,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "264d49edc10c5eead6e164a37ade9a9472592bf02e0616c124c696ec98dca3fe",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.13,
        "probability": 0.002178,
        "confidence_lo": 0.002057,
        "confidence_hi": 0.002178,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c5b0c0002f8d8f6e1acad6471d01369b6e6681ff91e5520adf92b75e287f7442",
        "signature": {
          "alg": "ed25519",
          "sig": "89f8c636aab87c62b29a44bc7530dcde2bf805bf84ef14097714e0ad54ccbdc065a8e1906c24f4627d6934bb6f07adac6b87bba24772f4a25dafb4b9ff093200"
        }
      },
      "receipt_sha256": "c5b0c0002f8d8f6e1acad6471d01369b6e6681ff91e5520adf92b75e287f7442"
    },
    {
      "storm_id": "363877",
      "lat": 29.4437,
      "lon": -93.33,
      "motion_east": 3.4,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3196.0,
      "ebshear": 5.0,
      "srh01": 0.0,
      "maxllaz": 0.0,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.1372
        },
        {
          "name": "alignment",
          "value": -5.4707
        },
        {
          "name": "tau",
          "value": 3.7841
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.128
      },
      "coherence_score": 3.784127950668335,
      "coherence_diagnostics": {
        "tau": 3.784127950668335,
        "grad_tau": 0.6778754591941833,
        "torsion": 0.0,
        "alignment": -5.470732688903809,
        "S_field": 1.3308742046356201,
        "Gamma_field": 0.1654675304889679,
        "S_over_Gamma": 8.043113708496094,
        "Da": 10.181638717651367,
        "E_coh": 0.9240639209747314,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -93.3,
              29.49
            ],
            [
              -93.3,
              29.4
            ],
            [
              -93.31,
              29.41
            ],
            [
              -93.32,
              29.4
            ],
            [
              -93.4,
              29.4
            ],
            [
              -93.4,
              29.48
            ],
            [
              -93.31,
              29.48
            ],
            [
              -93.3,
              29.49
            ]
          ]
        ]
      },
      "raw_probability": 0.128,
      "confidence_lo": 0.0021,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "3ebaf417a021fdad9990db4479807ae32e17f2af16d92e12d20309d5cb48792b",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.128,
        "probability": 0.002178,
        "confidence_lo": 0.002057,
        "confidence_hi": 0.002178,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b3a38c899dbf3b40d8630159b894e56cad489b48c991e65edde1c753761647bc",
        "signature": {
          "alg": "ed25519",
          "sig": "697c1d134aa313ca9b9be6168a5a2e0d9cc8af1f16e8621af03f7b4a4f2d844e96cf0677d0bdd02c178dafc06625444abe4238a2bfd4031e345ac9be008c990b"
        }
      },
      "receipt_sha256": "b3a38c899dbf3b40d8630159b894e56cad489b48c991e65edde1c753761647bc"
    },
    {
      "storm_id": "363310",
      "lat": 45.368,
      "lon": -91.549,
      "motion_east": 9.7,
      "motion_south": 2.1,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 462.0,
      "ebshear": 30.0,
      "srh01": 56.0,
      "maxllaz": 0.002,
      "mesh": 0.35,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 56.0
        },
        {
          "name": "hrrr_pwat",
          "value": 25.5122
        },
        {
          "name": "alignment",
          "value": 2.679
        },
        {
          "name": "tau",
          "value": 1.0096
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1261
      },
      "coherence_score": 1.0095651149749756,
      "coherence_diagnostics": {
        "tau": 1.0095651149749756,
        "grad_tau": 0.04052737355232239,
        "torsion": 0.0,
        "alignment": 2.679037570953369,
        "S_field": 0.17867793142795563,
        "Gamma_field": 0.16213420033454895,
        "S_over_Gamma": 1.1020373106002808,
        "Da": 9.276909828186035,
        "E_coh": 0.6426390409469604,
        "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": [
          [
            [
              -91.56,
              45.4
            ],
            [
              -91.49,
              45.4
            ],
            [
              -91.48,
              45.39
            ],
            [
              -91.48,
              45.35
            ],
            [
              -91.53,
              45.32
            ],
            [
              -91.6,
              45.32
            ],
            [
              -91.61,
              45.33
            ],
            [
              -91.61,
              45.38
            ],
            [
              -91.57,
              45.39
            ],
            [
              -91.56,
              45.4
            ]
          ]
        ]
      },
      "raw_probability": 0.1261,
      "confidence_lo": 0.0018,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "ba71bc56996c7a97026831051056d952a7d64da8036edf8058108ccb0bbc951f",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.1261,
        "probability": 0.002177,
        "confidence_lo": 0.001849,
        "confidence_hi": 0.002178,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9ca2f850ef7338f2a43e7c423363a9d67bf642092c1146d7daaf698d8f9173d0",
        "signature": {
          "alg": "ed25519",
          "sig": "d3d5285248da718ae4781770cc421c53f5b81e3fcb46e0f7d1bae14568be28ee6bd862ff3b070b4abcc97598c58f86c1969a8240e61a761b1ebbcc3195d80908"
        }
      },
      "receipt_sha256": "9ca2f850ef7338f2a43e7c423363a9d67bf642092c1146d7daaf698d8f9173d0"
    },
    {
      "storm_id": "363152",
      "lat": 43.846,
      "lon": -93.512,
      "motion_east": 4.0,
      "motion_south": 0.1,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2689.0,
      "ebshear": 29.0,
      "srh01": 267.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 267.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.7622
        },
        {
          "name": "alignment",
          "value": -0.9629
        },
        {
          "name": "tau",
          "value": 0.6031
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1241
      },
      "coherence_score": 0.6031254529953003,
      "coherence_diagnostics": {
        "tau": 0.6031254529953003,
        "grad_tau": 0.19847796857357025,
        "torsion": 0.0,
        "alignment": -0.962936282157898,
        "S_field": 0.2273237407207489,
        "Gamma_field": 1.353800892829895,
        "S_over_Gamma": 0.1679151952266693,
        "Da": 79.22075653076172,
        "E_coh": 0.07284892350435257,
        "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": [
          [
            [
              -93.53,
              43.88
            ],
            [
              -93.48,
              43.88
            ],
            [
              -93.47,
              43.87
            ],
            [
              -93.47,
              43.82
            ],
            [
              -93.49,
              43.8
            ],
            [
              -93.52,
              43.8
            ],
            [
              -93.54,
              43.82
            ],
            [
              -93.54,
              43.85
            ],
            [
              -93.55,
              43.86
            ],
            [
              -93.53,
              43.88
            ]
          ]
        ]
      },
      "raw_probability": 0.1241,
      "confidence_lo": 0.0018,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "cd1f20825419fbd6787b6be1aa6fcfbc66b7c5be760039d2104c740884f5d8b6",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.1241,
        "probability": 0.002094,
        "confidence_lo": 0.001849,
        "confidence_hi": 0.002094,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "bce9b32911894f1e13ec06cf26e89f7ca1e12ec2b0612195d5101ea2fc3c9db0",
        "signature": {
          "alg": "ed25519",
          "sig": "8df8c45b12f899335a10d89e0d80193da976c75724c97f062bc471ea737c22fa876e849e49a6da5da984f632d91fbafdf7f924717e5f87c5a34b659aa8398906"
        }
      },
      "receipt_sha256": "bce9b32911894f1e13ec06cf26e89f7ca1e12ec2b0612195d5101ea2fc3c9db0"
    },
    {
      "storm_id": "363824",
      "lat": 48.9533,
      "lon": -67.07,
      "motion_east": 3.4,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 120.0,
      "ebshear": 11.0,
      "srh01": 74.0,
      "maxllaz": 0.001,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 74.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.3872
        },
        {
          "name": "alignment",
          "value": -6.0937
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1236
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.14362818002700806,
        "torsion": 0.0,
        "alignment": -6.093671798706055,
        "S_field": 0.18179845809936523,
        "Gamma_field": 0.1563008576631546,
        "S_over_Gamma": 1.163131594657898,
        "Da": 9.921319961547852,
        "E_coh": 0.29229438304901123,
        "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": [
          [
            [
              -67.07,
              49.0
            ],
            [
              -67.04,
              48.99
            ],
            [
              -67.01,
              48.94
            ],
            [
              -67.05,
              48.89
            ],
            [
              -67.08,
              48.89
            ],
            [
              -67.11,
              48.93
            ],
            [
              -67.11,
              48.95
            ],
            [
              -67.09,
              48.99
            ],
            [
              -67.07,
              49.0
            ]
          ]
        ]
      },
      "raw_probability": 0.1236,
      "confidence_lo": 0.0018,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "e743ee4b42aadcbcaffaa014a47eb1bcd81800343095e1685e2200d5bedcde60",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.1236,
        "probability": 0.002094,
        "confidence_lo": 0.001849,
        "confidence_hi": 0.002094,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "86dc903fc74058d993eee217d7e590672bc7120b3104fbe6c7419799a3959012",
        "signature": {
          "alg": "ed25519",
          "sig": "589fbae7ded5ed046055ab06a66a055b37bb901ab6a530c46099a6339ba0fd570f988c914abc9fb96da324940f5a65b74e6ec0649fe76a904632ef5c224e2404"
        }
      },
      "receipt_sha256": "86dc903fc74058d993eee217d7e590672bc7120b3104fbe6c7419799a3959012"
    },
    {
      "storm_id": "363898",
      "lat": 49.2037,
      "lon": -67.3194,
      "motion_east": 3.4,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 252.0,
      "ebshear": 10.0,
      "srh01": 124.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 124.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.3872
        },
        {
          "name": "alignment",
          "value": -6.0937
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1236
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.14362818002700806,
        "torsion": 0.0,
        "alignment": -6.093671798706055,
        "S_field": 0.18179845809936523,
        "Gamma_field": 0.1563008576631546,
        "S_over_Gamma": 1.163131594657898,
        "Da": 9.921319961547852,
        "E_coh": 0.29229438304901123,
        "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": [
          [
            [
              -67.26,
              49.33
            ],
            [
              -67.25,
              49.32
            ],
            [
              -67.21,
              49.33
            ],
            [
              -67.21,
              49.3
            ],
            [
              -67.22,
              49.28
            ],
            [
              -67.25,
              49.28
            ],
            [
              -67.29,
              49.24
            ],
            [
              -67.29,
              49.19
            ],
            [
              -67.3,
              49.18
            ],
            [
              -67.29,
              49.17
            ],
            [
              -67.29,
              49.14
            ],
            [
              -67.32,
              49.11
            ],
            [
              -67.32,
              49.09
            ],
            [
              -67.34,
              49.08
            ],
            [
              -67.44,
              49.07
            ],
            [
              -67.43,
              49.08
            ],
            [
              -67.44,
              49.09
            ],
            [
              -67.42,
              49.11
            ],
            [
              -67.42,
              49.12
            ],
            [
              -67.41,
              49.12
            ],
            [
              -67.37,
              49.16
            ],
            [
              -67.35,
              49.17
            ],
            [
              -67.35,
              49.19
            ],
            [
              -67.36,
              49.2
            ],
            [
              -67.35,
              49.21
            ],
            [
              -67.35,
              49.23
            ],
            [
              -67.31,
              49.24
            ],
            [
              -67.29,
              49.26
            ],
            [
              -67.29,
              49.28
            ],
            [
              -67.27,
              49.3
            ],
            [
              -67.27,
              49.32
            ],
            [
              -67.26,
              49.33
            ]
          ]
        ]
      },
      "raw_probability": 0.1236,
      "confidence_lo": 0.0018,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "e743ee4b42aadcbcaffaa014a47eb1bcd81800343095e1685e2200d5bedcde60",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.1236,
        "probability": 0.002094,
        "confidence_lo": 0.001849,
        "confidence_hi": 0.002094,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "86dc903fc74058d993eee217d7e590672bc7120b3104fbe6c7419799a3959012",
        "signature": {
          "alg": "ed25519",
          "sig": "589fbae7ded5ed046055ab06a66a055b37bb901ab6a530c46099a6339ba0fd570f988c914abc9fb96da324940f5a65b74e6ec0649fe76a904632ef5c224e2404"
        }
      },
      "receipt_sha256": "86dc903fc74058d993eee217d7e590672bc7120b3104fbe6c7419799a3959012"
    },
    {
      "storm_id": "363910",
      "lat": 33.7279,
      "lon": -73.7186,
      "motion_east": 9.9,
      "motion_south": 1.1,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2766.0,
      "ebshear": 16.0,
      "srh01": 33.0,
      "maxllaz": 0.0,
      "mesh": 0.35,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 33.0
        },
        {
          "name": "hrrr_pwat",
          "value": 59.0122
        },
        {
          "name": "alignment",
          "value": 1.0178
        },
        {
          "name": "tau",
          "value": 4.4287
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1228
      },
      "coherence_score": 4.4286699295043945,
      "coherence_diagnostics": {
        "tau": 4.4286699295043945,
        "grad_tau": 0.4282139837741852,
        "torsion": 0.0,
        "alignment": 1.0177669525146484,
        "S_field": 1.0458152294158936,
        "Gamma_field": 0.21380086243152618,
        "S_over_Gamma": 4.891539096832275,
        "Da": 13.69184398651123,
        "E_coh": 0.9268800616264343,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -73.74,
              33.77
            ],
            [
              -73.73,
              33.76
            ],
            [
              -73.72,
              33.77
            ],
            [
              -73.7,
              33.76
            ],
            [
              -73.67,
              33.76
            ],
            [
              -73.65,
              33.74
            ],
            [
              -73.65,
              33.71
            ],
            [
              -73.67,
              33.69
            ],
            [
              -73.71,
              33.67
            ],
            [
              -73.73,
              33.68
            ],
            [
              -73.77,
              33.68
            ],
            [
              -73.79,
              33.7
            ],
            [
              -73.79,
              33.73
            ],
            [
              -73.74,
              33.77
            ]
          ]
        ]
      },
      "raw_probability": 0.1228,
      "confidence_lo": 0.0018,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "f8ec78145617038b6b872479cfb096450dc1daeaf856fd8d98591314db3c476d",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.1228,
        "probability": 0.002094,
        "confidence_lo": 0.001849,
        "confidence_hi": 0.002094,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f94623c651ee29f1c03da386ffe5afb4be02d90b6672bb7356eb54f183d501a0",
        "signature": {
          "alg": "ed25519",
          "sig": "51a76eb8bd03c4506e8b12497c6c6ef97fdc7f9efddee9eb1a0f27477afc93dccc6fee50eaad91a7d886805323de198be1697334b029d4a8bfef62570e5cbe02"
        }
      },
      "receipt_sha256": "f94623c651ee29f1c03da386ffe5afb4be02d90b6672bb7356eb54f183d501a0"
    },
    {
      "storm_id": "363452",
      "lat": 30.0389,
      "lon": -86.5467,
      "motion_east": 3.4,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0021,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3133.0,
      "ebshear": 18.0,
      "srh01": 39.0,
      "maxllaz": 0.003,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 39.0
        },
        {
          "name": "hrrr_pwat",
          "value": 54.2622
        },
        {
          "name": "alignment",
          "value": -4.648
        },
        {
          "name": "tau",
          "value": 3.86
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1226
      },
      "coherence_score": 3.860041618347168,
      "coherence_diagnostics": {
        "tau": 3.860041618347168,
        "grad_tau": 0.6032980680465698,
        "torsion": 0.0,
        "alignment": -4.647950172424316,
        "S_field": 1.4067937135696411,
        "Gamma_field": 0.2254675328731537,
        "S_over_Gamma": 6.2394514083862305,
        "Da": 14.322813987731934,
        "E_coh": 0.9329960346221924,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -86.55,
              30.07
            ],
            [
              -86.53,
              30.07
            ],
            [
              -86.51,
              30.05
            ],
            [
              -86.51,
              30.03
            ],
            [
              -86.54,
              30.0
            ],
            [
              -86.57,
              30.0
            ],
            [
              -86.58,
              30.01
            ],
            [
              -86.58,
              30.05
            ],
            [
              -86.55,
              30.07
            ]
          ]
        ]
      },
      "raw_probability": 0.1226,
      "confidence_lo": 0.0018,
      "confidence_hi": 0.0021,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "52a39e61d3e1785dce4ca9544ba19c4f90e1595ac8430129d3e7b43380a5c095",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.1226,
        "probability": 0.002094,
        "confidence_lo": 0.001849,
        "confidence_hi": 0.002094,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ae5c114278b40b7bbdc279260e1f1c8f23db8a71f367c167e9fa7b44fd57b1d2",
        "signature": {
          "alg": "ed25519",
          "sig": "c4684c97689790ce91923d1c45fb7ff62e9873130ea88c1c845cfcf9d7833f7f4ac1990fea3b45f902223e70b26c2d5bb1790b8cc8efd24c72af6dd9b77b0600"
        }
      },
      "receipt_sha256": "ae5c114278b40b7bbdc279260e1f1c8f23db8a71f367c167e9fa7b44fd57b1d2"
    },
    {
      "storm_id": "363893",
      "lat": 50.8257,
      "lon": -67.3052,
      "motion_east": 3.4,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 0.0,
      "ebshear": 0.0,
      "srh01": 0.0,
      "maxllaz": 0.0,
      "mesh": 0.08,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.3872
        },
        {
          "name": "alignment",
          "value": -6.0937
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1186
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.14362818002700806,
        "torsion": 0.0,
        "alignment": -6.093671798706055,
        "S_field": 0.18179845809936523,
        "Gamma_field": 0.1563008576631546,
        "S_over_Gamma": 1.163131594657898,
        "Da": 9.921319961547852,
        "E_coh": 0.29229438304901123,
        "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": [
          [
            [
              -67.43,
              50.96
            ],
            [
              -67.03,
              50.96
            ],
            [
              -67.09,
              50.93
            ],
            [
              -67.15,
              50.87
            ],
            [
              -67.16,
              50.84
            ],
            [
              -67.14,
              50.82
            ],
            [
              -67.14,
              50.76
            ],
            [
              -67.17,
              50.74
            ],
            [
              -67.24,
              50.74
            ],
            [
              -67.25,
              50.75
            ],
            [
              -67.31,
              50.75
            ],
            [
              -67.32,
              50.76
            ],
            [
              -67.35,
              50.76
            ],
            [
              -67.36,
              50.75
            ],
            [
              -67.43,
              50.75
            ],
            [
              -67.45,
              50.76
            ],
            [
              -67.46,
              50.77
            ],
            [
              -67.46,
              50.82
            ],
            [
              -67.42,
              50.86
            ],
            [
              -67.4,
              50.87
            ],
            [
              -67.4,
              50.89
            ],
            [
              -67.43,
              50.92
            ],
            [
              -67.43,
              50.96
            ]
          ]
        ]
      },
      "raw_probability": 0.1186,
      "confidence_lo": 0.0018,
      "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": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "615b83d6a00869a2deeb7812e004c7cad905750ea3628cd7cf7b9b1e9eefcdb7",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.1186,
        "probability": 0.001991,
        "confidence_lo": 0.001849,
        "confidence_hi": 0.001991,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "bf6f86abdb4e7ba5e8b8ef315dfe6b5ddfb149bda609cda4b0f409a5cecde5c2",
        "signature": {
          "alg": "ed25519",
          "sig": "57d82a4074e8cb61ee6862933ade6f82ab98c69845e39618b8465674d2c0fb0d16efd66f0dad0ae44374b0b11a2c13d3e9ca7214bbf69170bc882d50e73c8e0f"
        }
      },
      "receipt_sha256": "bf6f86abdb4e7ba5e8b8ef315dfe6b5ddfb149bda609cda4b0f409a5cecde5c2"
    },
    {
      "storm_id": "363745",
      "lat": 50.032,
      "lon": -67.154,
      "motion_east": 3.4,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 0.0,
      "ebshear": 0.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.3872
        },
        {
          "name": "alignment",
          "value": -6.0937
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1103
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.14362818002700806,
        "torsion": 0.0,
        "alignment": -6.093671798706055,
        "S_field": 0.18179845809936523,
        "Gamma_field": 0.1563008576631546,
        "S_over_Gamma": 1.163131594657898,
        "Da": 9.921319961547852,
        "E_coh": 0.29229438304901123,
        "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": [
          [
            [
              -67.17,
              50.07
            ],
            [
              -67.12,
              50.07
            ],
            [
              -67.1,
              50.06
            ],
            [
              -67.1,
              50.0
            ],
            [
              -67.12,
              49.99
            ],
            [
              -67.18,
              49.99
            ],
            [
              -67.18,
              50.0
            ],
            [
              -67.2,
              50.02
            ],
            [
              -67.2,
              50.05
            ],
            [
              -67.17,
              50.07
            ]
          ]
        ]
      },
      "raw_probability": 0.1103,
      "confidence_lo": 0.0017,
      "confidence_hi": 0.0019,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "dbad13013e74d447717769aa88e9fb7195907cf47f5bbfd151dbaae72a6b8865",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.1103,
        "probability": 0.001905,
        "confidence_lo": 0.001655,
        "confidence_hi": 0.001905,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "95ef547f5c326660a19cf14788b4315cf156fc7806ba1820ac5b6475a99ab811",
        "signature": {
          "alg": "ed25519",
          "sig": "34be8a30f9ee6274f4e0fa78448bfdf174e519503a78acb9c94d60e3365f42698b4696460f534dc6fc081a7b3fce79713826ad9a10712638802682239902b503"
        }
      },
      "receipt_sha256": "95ef547f5c326660a19cf14788b4315cf156fc7806ba1820ac5b6475a99ab811"
    },
    {
      "storm_id": "363894",
      "lat": 50.095,
      "lon": -107.9925,
      "motion_east": 3.4,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 304.0,
      "ebshear": 33.0,
      "srh01": 31.0,
      "maxllaz": 0.008,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 31.0
        },
        {
          "name": "hrrr_pwat",
          "value": 19.1372
        },
        {
          "name": "alignment",
          "value": -6.2812
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.008
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1071
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.31487539410591125,
        "torsion": 0.0,
        "alignment": -6.281171798706055,
        "S_field": 0.15577460825443268,
        "Gamma_field": 0.15546752512454987,
        "S_over_Gamma": 1.001975178718567,
        "Da": 9.530555725097656,
        "E_coh": 0.31048384308815,
        "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": [
          [
            [
              -108.01,
              50.12
            ],
            [
              -107.97,
              50.12
            ],
            [
              -107.95,
              50.1
            ],
            [
              -107.95,
              50.08
            ],
            [
              -108.01,
              50.05
            ],
            [
              -108.02,
              50.06
            ],
            [
              -108.02,
              50.11
            ],
            [
              -108.01,
              50.12
            ]
          ]
        ]
      },
      "raw_probability": 0.1071,
      "confidence_lo": 0.0012,
      "confidence_hi": 0.0013,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "d51b9069e31c2c5199c690b98d0673ea4599d859eb0cc80cfc675ba22fa0bf0a",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.1071,
        "probability": 0.001328,
        "confidence_lo": 0.001207,
        "confidence_hi": 0.001328,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "93c21c13e095b04a4a12b4642c817a40e617c837469b6553d99ade946b34e9ef",
        "signature": {
          "alg": "ed25519",
          "sig": "74fcfa5e1e083b8b495ee1769dca0436911668e33c23bbfae768312f169b7570663a8bfbcaf14c41a03a9453f9f3bdbbb33fc8326c8a9ef07de6e571304c1b03"
        }
      },
      "receipt_sha256": "93c21c13e095b04a4a12b4642c817a40e617c837469b6553d99ade946b34e9ef"
    },
    {
      "storm_id": "363787",
      "lat": 34.9278,
      "lon": -74.18,
      "motion_east": 3.4,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1443.0,
      "ebshear": 16.0,
      "srh01": 60.0,
      "maxllaz": 0.0,
      "mesh": 0.18,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 60.0
        },
        {
          "name": "hrrr_pwat",
          "value": 58.3872
        },
        {
          "name": "alignment",
          "value": 4.3586
        },
        {
          "name": "tau",
          "value": 3.9406
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1056
      },
      "coherence_score": 3.9405622482299805,
      "coherence_diagnostics": {
        "tau": 3.9405622482299805,
        "grad_tau": 0.6349260807037354,
        "torsion": 0.0,
        "alignment": 4.358564853668213,
        "S_field": 1.1793805360794067,
        "Gamma_field": 0.17546753585338593,
        "S_over_Gamma": 6.721360206604004,
        "Da": 11.330419540405273,
        "E_coh": 0.9222041964530945,
        "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": [
          [
            [
              -74.2,
              34.97
            ],
            [
              -74.17,
              34.96
            ],
            [
              -74.13,
              34.93
            ],
            [
              -74.13,
              34.92
            ],
            [
              -74.18,
              34.87
            ],
            [
              -74.19,
              34.87
            ],
            [
              -74.21,
              34.91
            ],
            [
              -74.21,
              34.95
            ],
            [
              -74.2,
              34.97
            ]
          ]
        ]
      },
      "raw_probability": 0.1056,
      "confidence_lo": 0.0012,
      "confidence_hi": 0.0013,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "59f48e8529305c28a4fdd8b7125352cfea792df26a78759fb6ff15bc794bb825",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.1056,
        "probability": 0.001328,
        "confidence_lo": 0.001207,
        "confidence_hi": 0.001328,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f8f49493f923e89a5511d1dc80b526e44d5cdbe621acd007d704a5180ab372bc",
        "signature": {
          "alg": "ed25519",
          "sig": "39c16c62929fa3be2e281ed83c62ba7bf6657ef44f03ec38c7b030b00216d31465b7cf19f23bddb1b9a3aa5e8437f72a979ec90d59ab26cc36c0a4170c184503"
        }
      },
      "receipt_sha256": "f8f49493f923e89a5511d1dc80b526e44d5cdbe621acd007d704a5180ab372bc"
    },
    {
      "storm_id": "363382",
      "lat": 44.3289,
      "lon": -93.5678,
      "motion_east": 3.4,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2275.0,
      "ebshear": 29.0,
      "srh01": 79.0,
      "maxllaz": 0.013,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 79.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.7622
        },
        {
          "name": "alignment",
          "value": -0.9629
        },
        {
          "name": "tau",
          "value": 0.6031
        },
        {
          "name": "maxllaz",
          "value": 0.013
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1033
      },
      "coherence_score": 0.6031254529953003,
      "coherence_diagnostics": {
        "tau": 0.6031254529953003,
        "grad_tau": 0.19847796857357025,
        "torsion": 0.0,
        "alignment": -0.962936282157898,
        "S_field": 0.2273237407207489,
        "Gamma_field": 1.353800892829895,
        "S_over_Gamma": 0.1679151952266693,
        "Da": 79.22075653076172,
        "E_coh": 0.07284892350435257,
        "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": [
          [
            [
              -93.58,
              44.37
            ],
            [
              -93.54,
              44.36
            ],
            [
              -93.52,
              44.34
            ],
            [
              -93.51,
              44.3
            ],
            [
              -93.55,
              44.28
            ],
            [
              -93.59,
              44.28
            ],
            [
              -93.62,
              44.31
            ],
            [
              -93.62,
              44.35
            ],
            [
              -93.58,
              44.37
            ]
          ]
        ]
      },
      "raw_probability": 0.1033,
      "confidence_lo": 0.0012,
      "confidence_hi": 0.0013,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "f5c211fea5236c20959772d8c060cc76b0f93cea36d04e18d2f21d25ea6d741a",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.1033,
        "probability": 0.001328,
        "confidence_lo": 0.001207,
        "confidence_hi": 0.001328,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "be503a8b376f8c7c0fdfb2fe24b0d84c4db1ef1f313d184b840eebaf2fb3ccb9",
        "signature": {
          "alg": "ed25519",
          "sig": "c16483e845310418788c3846fad58f33e1847a3adddda478ff083537f844b3aa48bdbf1940fa0cc33ef4c87062f4583d304ba9fb64f2d57d25e90286bddb4000"
        }
      },
      "receipt_sha256": "be503a8b376f8c7c0fdfb2fe24b0d84c4db1ef1f313d184b840eebaf2fb3ccb9"
    },
    {
      "storm_id": "363043",
      "lat": 48.5411,
      "lon": -67.4726,
      "motion_east": 3.4,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 179.0,
      "ebshear": 14.0,
      "srh01": 66.0,
      "maxllaz": 0.003,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 66.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.5122
        },
        {
          "name": "alignment",
          "value": -3.0054
        },
        {
          "name": "tau",
          "value": 0.1436
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.103
      },
      "coherence_score": 0.14362818002700806,
      "coherence_diagnostics": {
        "tau": 0.14362818002700806,
        "grad_tau": 0.16053582727909088,
        "torsion": 0.0,
        "alignment": -3.0054244995117188,
        "S_field": 0.15023192763328552,
        "Gamma_field": 0.15046752989292145,
        "S_over_Gamma": 0.9984341859817505,
        "Da": 9.549816131591797,
        "E_coh": 0.4881080090999603,
        "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": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -67.56,
              48.65
            ],
            [
              -67.51,
              48.65
            ],
            [
              -67.5,
              48.64
            ],
            [
              -67.42,
              48.63
            ],
            [
              -67.41,
              48.61
            ],
            [
              -67.39,
              48.61
            ],
            [
              -67.36,
              48.59
            ],
            [
              -67.33,
              48.59
            ],
            [
              -67.33,
              48.57
            ],
            [
              -67.34,
              48.57
            ],
            [
              -67.37,
              48.54
            ],
            [
              -67.37,
              48.52
            ],
            [
              -67.45,
              48.44
            ],
            [
              -67.45,
              48.43
            ],
            [
              -67.47,
              48.43
            ],
            [
              -67.49,
              48.41
            ],
            [
              -67.5,
              48.42
            ],
            [
              -67.52,
              48.42
            ],
            [
              -67.52,
              48.46
            ],
            [
              -67.51,
              48.47
            ],
            [
              -67.52,
              48.49
            ],
            [
              -67.52,
              48.52
            ],
            [
              -67.57,
              48.55
            ],
            [
              -67.59,
              48.55
            ],
            [
              -67.61,
              48.57
            ],
            [
              -67.59,
              48.63
            ],
            [
              -67.56,
              48.65
            ]
          ]
        ]
      },
      "raw_probability": 0.103,
      "confidence_lo": 0.0012,
      "confidence_hi": 0.0013,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "73a0f04db0fb0b0cda22ffe8c11c86610730ccb9ed30f347d2f617d8a39a3fa2",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.103,
        "probability": 0.001328,
        "confidence_lo": 0.001207,
        "confidence_hi": 0.001328,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ac1ffa3820b1574d70985934e9368400b2f469d1fccf770021c5dc9ea50fdb10",
        "signature": {
          "alg": "ed25519",
          "sig": "482253392ec6cd9bc812b482b973a3b7ece6a70b9712dba8388ce1489afb7c7780a399a02c13ff1f0c28b7db3ab1d3a9b2ccb6edbe7391dbfb169c42d649c309"
        }
      },
      "receipt_sha256": "ac1ffa3820b1574d70985934e9368400b2f469d1fccf770021c5dc9ea50fdb10"
    },
    {
      "storm_id": "363937",
      "lat": 29.3044,
      "lon": -93.8529,
      "motion_east": 3.4,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3377.0,
      "ebshear": 7.0,
      "srh01": 0.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.8872
        },
        {
          "name": "alignment",
          "value": -4.2305
        },
        {
          "name": "tau",
          "value": 4.2007
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0981
      },
      "coherence_score": 4.200679779052734,
      "coherence_diagnostics": {
        "tau": 4.200679779052734,
        "grad_tau": 0.3492690920829773,
        "torsion": 0.0,
        "alignment": -4.230544090270996,
        "S_field": 1.535834550857544,
        "Gamma_field": 0.1704675257205963,
        "S_over_Gamma": 9.009543418884277,
        "Da": 10.387825965881348,
        "E_coh": 0.9430602192878723,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -93.88,
              29.35
            ],
            [
              -93.87,
              29.35
            ],
            [
              -93.86,
              29.35
            ],
            [
              -93.85,
              29.35
            ],
            [
              -93.84,
              29.35
            ],
            [
              -93.83,
              29.35
            ],
            [
              -93.82,
              29.35
            ],
            [
              -93.81,
              29.35
            ],
            [
              -93.8,
              29.35
            ],
            [
              -93.8,
              29.34
            ],
            [
              -93.8,
              29.33
            ],
            [
              -93.8,
              29.32
            ],
            [
              -93.8,
              29.31
            ],
            [
              -93.8,
              29.3
            ],
            [
              -93.8,
              29.29
            ],
            [
              -93.8,
              29.28
            ],
            [
              -93.8,
              29.27
            ],
            [
              -93.81,
              29.27
            ],
            [
              -93.82,
              29.26
            ],
            [
              -93.83,
              29.26
            ],
            [
              -93.84,
              29.26
            ],
            [
              -93.85,
              29.26
            ],
            [
              -93.86,
              29.26
            ],
            [
              -93.87,
              29.26
            ],
            [
              -93.88,
              29.26
            ],
            [
              -93.89,
              29.26
            ],
            [
              -93.9,
              29.26
            ],
            [
              -93.9,
              29.27
            ],
            [
              -93.9,
              29.28
            ],
            [
              -93.9,
              29.29
            ],
            [
              -93.9,
              29.3
            ],
            [
              -93.9,
              29.31
            ],
            [
              -93.9,
              29.32
            ],
            [
              -93.9,
              29.33
            ],
            [
              -93.9,
              29.34
            ],
            [
              -93.9,
              29.33
            ],
            [
              -93.9,
              29.32
            ],
            [
              -93.9,
              29.31
            ],
            [
              -93.9,
              29.3
            ],
            [
              -93.9,
              29.29
            ],
            [
              -93.9,
              29.28
            ],
            [
              -93.9,
              29.27
            ],
            [
              -93.89,
              29.26
            ],
            [
              -93.88,
              29.27
            ],
            [
              -93.87,
              29.27
            ],
            [
              -93.86,
              29.27
            ],
            [
              -93.85,
              29.27
            ],
            [
              -93.84,
              29.27
            ],
            [
              -93.83,
              29.27
            ],
            [
              -93.82,
              29.28
            ],
            [
              -93.81,
              29.29
            ],
            [
              -93.81,
              29.3
            ],
            [
              -93.81,
              29.31
            ],
            [
              -93.81,
              29.32
            ],
            [
              -93.81,
              29.33
            ],
            [
              -93.82,
              29.34
            ],
            [
              -93.83,
              29.34
            ],
            [
              -93.84,
              29.34
            ],
            [
              -93.85,
              29.34
            ],
            [
              -93.86,
              29.34
            ],
            [
              -93.87,
              29.34
            ],
            [
              -93.88,
              29.34
            ],
            [
              -93.88,
              29.35
            ]
          ]
        ]
      },
      "raw_probability": 0.0981,
      "confidence_lo": 0.0012,
      "confidence_hi": 0.0013,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "20800d9747a33807952c93c572a8e0aebf9fd0252d45a21bdf751a93eca54644",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.0981,
        "probability": 0.001328,
        "confidence_lo": 0.001207,
        "confidence_hi": 0.001328,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c0e6fa9ae2df7679b1f4a489a792fef7fdfc3425c9b954cda54745d5a678136e",
        "signature": {
          "alg": "ed25519",
          "sig": "f70a86d135fed99c10d51ae22f0cf2c61565bddad15c27cb22ad2a59ed3a0280de57b1a66e4b1eb28ef03f589301c3c01b93af5e06c99af42e57a76ea190610e"
        }
      },
      "receipt_sha256": "c0e6fa9ae2df7679b1f4a489a792fef7fdfc3425c9b954cda54745d5a678136e"
    },
    {
      "storm_id": "363089",
      "lat": 44.029,
      "lon": -93.183,
      "motion_east": 4.8,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1242.0,
      "ebshear": 42.0,
      "srh01": 120.0,
      "maxllaz": 0.002,
      "mesh": 0.09,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 120.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.7622
        },
        {
          "name": "alignment",
          "value": -0.9629
        },
        {
          "name": "tau",
          "value": 0.6031
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0973
      },
      "coherence_score": 0.6031254529953003,
      "coherence_diagnostics": {
        "tau": 0.6031254529953003,
        "grad_tau": 0.19847796857357025,
        "torsion": 0.0,
        "alignment": -0.962936282157898,
        "S_field": 0.2273237407207489,
        "Gamma_field": 1.353800892829895,
        "S_over_Gamma": 0.1679151952266693,
        "Da": 79.22075653076172,
        "E_coh": 0.07284892350435257,
        "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": [
          [
            [
              -93.21,
              44.07
            ],
            [
              -93.16,
              44.06
            ],
            [
              -93.16,
              44.05
            ],
            [
              -93.14,
              44.03
            ],
            [
              -93.14,
              43.99
            ],
            [
              -93.15,
              43.98
            ],
            [
              -93.2,
              43.98
            ],
            [
              -93.23,
              44.01
            ],
            [
              -93.23,
              44.05
            ],
            [
              -93.21,
              44.07
            ]
          ]
        ]
      },
      "raw_probability": 0.0973,
      "confidence_lo": 0.0012,
      "confidence_hi": 0.0013,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "80fa817cc6042e0b38cd2d8b1f684c48e3b236e22c0091bfed374b24313425f1",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.0973,
        "probability": 0.001328,
        "confidence_lo": 0.001207,
        "confidence_hi": 0.001328,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "33d8990a6eb495f1fe58ff3a892d1ed78e9852619830f60a0d5106eace7b5ea9",
        "signature": {
          "alg": "ed25519",
          "sig": "e795c5a1be93fcf340fee570501e4c50cd0a15eab01255ead834653a65cf3c2502cafe048f2413ff958f054fee2dc98126e9b17e9332c2fc808e970008759007"
        }
      },
      "receipt_sha256": "33d8990a6eb495f1fe58ff3a892d1ed78e9852619830f60a0d5106eace7b5ea9"
    },
    {
      "storm_id": "363468",
      "lat": 49.0567,
      "lon": -67.7107,
      "motion_east": 3.4,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 386.0,
      "ebshear": 15.0,
      "srh01": 146.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 146.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.0122
        },
        {
          "name": "alignment",
          "value": -4.0937
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.094
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.23295439779758453,
        "torsion": 0.0,
        "alignment": -4.093671798706055,
        "S_field": 0.11596706509590149,
        "Gamma_field": 0.15296752750873566,
        "S_over_Gamma": 0.7581155896186829,
        "Da": 9.498150825500488,
        "E_coh": 0.4420442581176758,
        "singularity_count": 0.0,
        "singularity_conditions_met": 0,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -67.68,
              49.2
            ],
            [
              -67.67,
              49.19
            ],
            [
              -67.63,
              49.2
            ],
            [
              -67.62,
              49.19
            ],
            [
              -67.58,
              49.19
            ],
            [
              -67.56,
              49.18
            ],
            [
              -67.55,
              49.14
            ],
            [
              -67.6,
              49.03
            ],
            [
              -67.59,
              49.02
            ],
            [
              -67.59,
              48.98
            ],
            [
              -67.61,
              48.94
            ],
            [
              -67.63,
              48.93
            ],
            [
              -67.68,
              48.93
            ],
            [
              -67.72,
              48.89
            ],
            [
              -67.77,
              48.88
            ],
            [
              -67.83,
              48.91
            ],
            [
              -67.83,
              48.93
            ],
            [
              -67.84,
              48.94
            ],
            [
              -67.84,
              48.97
            ],
            [
              -67.81,
              48.99
            ],
            [
              -67.79,
              48.99
            ],
            [
              -67.77,
              49.01
            ],
            [
              -67.78,
              49.04
            ],
            [
              -67.82,
              49.08
            ],
            [
              -67.82,
              49.11
            ],
            [
              -67.81,
              49.13
            ],
            [
              -67.8,
              49.13
            ],
            [
              -67.73,
              49.19
            ],
            [
              -67.69,
              49.19
            ],
            [
              -67.68,
              49.2
            ]
          ]
        ]
      },
      "raw_probability": 0.094,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0012,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "a0595fff5451d90bb43b42ee91835cf3718129d1791e8cd8e56b71e3712f4bfa",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.094,
        "probability": 0.001215,
        "confidence_lo": 0.001119,
        "confidence_hi": 0.001215,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a61473ac5ac7064c986d04a6d569c56263ee83ce1779ed76d029d4539a287df2",
        "signature": {
          "alg": "ed25519",
          "sig": "4b6315e568312fe3ddfdcdc466b9e7ec48a99da27ea0405e11e6853adf0dc3ffcd63c78c66a2ce39088f02e7e5072bfbdcbcb48c57f62126a2479a0fc5003f03"
        }
      },
      "receipt_sha256": "a61473ac5ac7064c986d04a6d569c56263ee83ce1779ed76d029d4539a287df2"
    },
    {
      "storm_id": "363896",
      "lat": 49.8385,
      "lon": -69.6331,
      "motion_east": 3.4,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 574.0,
      "ebshear": 13.0,
      "srh01": 26.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 26.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.3872
        },
        {
          "name": "alignment",
          "value": -4.7187
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.093
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.3627431392669678,
        "torsion": 0.0,
        "alignment": -4.718671798706055,
        "S_field": 0.3090657889842987,
        "Gamma_field": 0.1796341985464096,
        "S_over_Gamma": 1.7205287218093872,
        "Da": 11.143285751342773,
        "E_coh": 0.3497928977012634,
        "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": [
          [
            [
              -69.63,
              49.88
            ],
            [
              -69.62,
              49.88
            ],
            [
              -69.59,
              49.84
            ],
            [
              -69.59,
              49.82
            ],
            [
              -69.6,
              49.82
            ],
            [
              -69.62,
              49.8
            ],
            [
              -69.63,
              49.81
            ],
            [
              -69.67,
              49.81
            ],
            [
              -69.68,
              49.82
            ],
            [
              -69.68,
              49.83
            ],
            [
              -69.66,
              49.84
            ],
            [
              -69.63,
              49.87
            ],
            [
              -69.63,
              49.88
            ]
          ]
        ]
      },
      "raw_probability": 0.093,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0012,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "22deee8933456b52b2b8490fc2925c223ddeebb6c8b3875c7acc887e9e9de5d4",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.093,
        "probability": 0.001215,
        "confidence_lo": 0.001119,
        "confidence_hi": 0.001215,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4de22e96b462b9d8ff8ae196fc10323d2c0930ec2a0c84b524d84c00c7aa9a96",
        "signature": {
          "alg": "ed25519",
          "sig": "22c5ae713d3c32cef45b7c9fbd79710cfee6333c3129433aeaf76151a17d82fafdff32aa30967dc9bb9b478cc386910632e86d38163ed7b502a425d8c8117e0a"
        }
      },
      "receipt_sha256": "4de22e96b462b9d8ff8ae196fc10323d2c0930ec2a0c84b524d84c00c7aa9a96"
    },
    {
      "storm_id": "363560",
      "lat": 32.3986,
      "lon": -78.6821,
      "motion_east": 8.8,
      "motion_south": 0.3,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2708.0,
      "ebshear": 12.0,
      "srh01": 29.0,
      "maxllaz": 0.001,
      "mesh": 0.1,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 29.0
        },
        {
          "name": "hrrr_pwat",
          "value": 55.7622
        },
        {
          "name": "alignment",
          "value": -0.2521
        },
        {
          "name": "tau",
          "value": 3.6409
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.091
      },
      "coherence_score": 3.6409049034118652,
      "coherence_diagnostics": {
        "tau": 3.6409049034118652,
        "grad_tau": 0.5598645210266113,
        "torsion": 0.0,
        "alignment": -0.2520643472671509,
        "S_field": 1.0275661945343018,
        "Gamma_field": 0.17630086839199066,
        "S_over_Gamma": 5.8284807205200195,
        "Da": 10.98602294921875,
        "E_coh": 0.9418726563453674,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -78.68,
              32.49
            ],
            [
              -78.61,
              32.49
            ],
            [
              -78.6,
              32.48
            ],
            [
              -78.6,
              32.43
            ],
            [
              -78.64,
              32.41
            ],
            [
              -78.67,
              32.38
            ],
            [
              -78.67,
              32.36
            ],
            [
              -78.69,
              32.32
            ],
            [
              -78.71,
              32.3
            ],
            [
              -78.75,
              32.3
            ],
            [
              -78.76,
              32.31
            ],
            [
              -78.76,
              32.38
            ],
            [
              -78.73,
              32.44
            ],
            [
              -78.68,
              32.49
            ]
          ]
        ]
      },
      "raw_probability": 0.091,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0012,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "bca211edce516986fbd93b1cd07d9a1f30b157b83c543ceba653912229348edb",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.091,
        "probability": 0.001215,
        "confidence_lo": 0.001119,
        "confidence_hi": 0.001215,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1b392a31865b9ca9706e81a5849b044384824240e11cde972c20fcccf81a139a",
        "signature": {
          "alg": "ed25519",
          "sig": "ed827c476dfd6d5f59c60aab0bf02271721cd023ddddcfaa9d97442bb93534c0393c02c356fbddaa42eec1753e57a1d4fee575cc51d0129a6f6039712c947b06"
        }
      },
      "receipt_sha256": "1b392a31865b9ca9706e81a5849b044384824240e11cde972c20fcccf81a139a"
    },
    {
      "storm_id": "363806",
      "lat": 31.79,
      "lon": -80.92,
      "motion_east": 4.7,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3574.0,
      "ebshear": 11.0,
      "srh01": 50.0,
      "maxllaz": 0.002,
      "mesh": 0.11,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 50.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.7622
        },
        {
          "name": "alignment",
          "value": -0.8883
        },
        {
          "name": "tau",
          "value": 3.0028
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.091
      },
      "coherence_score": 3.002840757369995,
      "coherence_diagnostics": {
        "tau": 3.002840757369995,
        "grad_tau": 0.6344666481018066,
        "torsion": 0.0,
        "alignment": -0.8883028030395508,
        "S_field": 0.708907425403595,
        "Gamma_field": 0.2488008588552475,
        "S_over_Gamma": 2.8492965698242188,
        "Da": 15.680227279663086,
        "E_coh": 0.9368714690208435,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -80.9,
              31.84
            ],
            [
              -80.87,
              31.84
            ],
            [
              -80.87,
              31.78
            ],
            [
              -80.88,
              31.78
            ],
            [
              -80.91,
              31.75
            ],
            [
              -80.91,
              31.74
            ],
            [
              -80.96,
              31.74
            ],
            [
              -80.97,
              31.75
            ],
            [
              -80.97,
              31.78
            ],
            [
              -80.98,
              31.79
            ],
            [
              -80.93,
              31.82
            ],
            [
              -80.91,
              31.82
            ],
            [
              -80.9,
              31.84
            ]
          ]
        ]
      },
      "raw_probability": 0.091,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0012,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "bca211edce516986fbd93b1cd07d9a1f30b157b83c543ceba653912229348edb",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.091,
        "probability": 0.001215,
        "confidence_lo": 0.001119,
        "confidence_hi": 0.001215,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1b392a31865b9ca9706e81a5849b044384824240e11cde972c20fcccf81a139a",
        "signature": {
          "alg": "ed25519",
          "sig": "ed827c476dfd6d5f59c60aab0bf02271721cd023ddddcfaa9d97442bb93534c0393c02c356fbddaa42eec1753e57a1d4fee575cc51d0129a6f6039712c947b06"
        }
      },
      "receipt_sha256": "1b392a31865b9ca9706e81a5849b044384824240e11cde972c20fcccf81a139a"
    },
    {
      "storm_id": "363823",
      "lat": 49.3956,
      "lon": -67.6789,
      "motion_east": 3.4,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 452.0,
      "ebshear": 12.0,
      "srh01": 73.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 73.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.0122
        },
        {
          "name": "alignment",
          "value": -4.0937
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.088
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.23295439779758453,
        "torsion": 0.0,
        "alignment": -4.093671798706055,
        "S_field": 0.11596706509590149,
        "Gamma_field": 0.15296752750873566,
        "S_over_Gamma": 0.7581155896186829,
        "Da": 9.498150825500488,
        "E_coh": 0.4420442581176758,
        "singularity_count": 0.0,
        "singularity_conditions_met": 0,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -67.69,
              49.43
            ],
            [
              -67.66,
              49.43
            ],
            [
              -67.64,
              49.42
            ],
            [
              -67.64,
              49.37
            ],
            [
              -67.66,
              49.35
            ],
            [
              -67.69,
              49.35
            ],
            [
              -67.72,
              49.37
            ],
            [
              -67.72,
              49.41
            ],
            [
              -67.69,
              49.43
            ]
          ]
        ]
      },
      "raw_probability": 0.088,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0012,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "c01c257e9f8eed4e55385b8eb63d8bdff430b53cefb425935b49368171f2eb96",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.088,
        "probability": 0.001215,
        "confidence_lo": 0.001119,
        "confidence_hi": 0.001215,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0d1ebc3fe3af7811e89383cd6967d469834881891dc85b91d7558b63749978a3",
        "signature": {
          "alg": "ed25519",
          "sig": "a76b684f64cdd2d625d4951fdf160a561c9914f59ae10c7b5b5de1ff85505be73fc0378caa99b1fa718ede37ea235ca7a79d054923d382b00541e86b23abf300"
        }
      },
      "receipt_sha256": "0d1ebc3fe3af7811e89383cd6967d469834881891dc85b91d7558b63749978a3"
    },
    {
      "storm_id": "363764",
      "lat": 32.8489,
      "lon": -79.2633,
      "motion_east": 3.4,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2899.0,
      "ebshear": 13.0,
      "srh01": 33.0,
      "maxllaz": 0.001,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 33.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.1372
        },
        {
          "name": "alignment",
          "value": -1.5546
        },
        {
          "name": "tau",
          "value": 3.0735
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0858
      },
      "coherence_score": 3.073535919189453,
      "coherence_diagnostics": {
        "tau": 3.073535919189453,
        "grad_tau": 0.5308970212936401,
        "torsion": 0.0,
        "alignment": -1.5545912981033325,
        "S_field": 0.57193922996521,
        "Gamma_field": 0.2579675316810608,
        "S_over_Gamma": 2.217097759246826,
        "Da": 16.03239631652832,
        "E_coh": 0.9116191864013672,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -79.27,
              32.89
            ],
            [
              -79.24,
              32.89
            ],
            [
              -79.22,
              32.87
            ],
            [
              -79.22,
              32.82
            ],
            [
              -79.25,
              32.79
            ],
            [
              -79.29,
              32.8
            ],
            [
              -79.31,
              32.83
            ],
            [
              -79.3,
              32.86
            ],
            [
              -79.27,
              32.89
            ]
          ]
        ]
      },
      "raw_probability": 0.0858,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0012,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "d8b611d1893267e07f99319d65a48da9cfd0bbcad44ba4d8cd8f7968194e731b",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.0858,
        "probability": 0.001214,
        "confidence_lo": 0.001006,
        "confidence_hi": 0.001215,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "999c43070ca91a58b91f574794b1a77d0778d024d10c7675989ae75dc869ca55",
        "signature": {
          "alg": "ed25519",
          "sig": "4eba9df2f5f2bf321cc301cf27036c625b0ffd8ad1ef4cfe415ba695720f37bb3eb54aee111a06c596da90dd94f153a6009695dc90f0ad54c20cae56c5e1e000"
        }
      },
      "receipt_sha256": "999c43070ca91a58b91f574794b1a77d0778d024d10c7675989ae75dc869ca55"
    },
    {
      "storm_id": "363931",
      "lat": 33.0077,
      "lon": -76.9508,
      "motion_east": 3.4,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2359.0,
      "ebshear": 6.0,
      "srh01": 2.0,
      "maxllaz": 0.002,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 2.0
        },
        {
          "name": "hrrr_pwat",
          "value": 56.8872
        },
        {
          "name": "alignment",
          "value": -2.2191
        },
        {
          "name": "tau",
          "value": 4.3504
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0858
      },
      "coherence_score": 4.350406646728516,
      "coherence_diagnostics": {
        "tau": 4.350406646728516,
        "grad_tau": 0.5631527304649353,
        "torsion": 0.0,
        "alignment": -2.2191286087036133,
        "S_field": 1.3128430843353271,
        "Gamma_field": 0.20380085706710815,
        "S_over_Gamma": 6.441793918609619,
        "Da": 12.54110050201416,
        "E_coh": 0.9113524556159973,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -76.9,
              33.11
            ],
            [
              -76.89,
              33.1
            ],
            [
              -76.81,
              33.1
            ],
            [
              -76.8,
              33.09
            ],
            [
              -76.77,
              33.09
            ],
            [
              -76.75,
              33.08
            ],
            [
              -76.75,
              33.03
            ],
            [
              -76.81,
              32.98
            ],
            [
              -76.84,
              32.98
            ],
            [
              -76.89,
              32.95
            ],
            [
              -76.91,
              32.95
            ],
            [
              -76.92,
              32.94
            ],
            [
              -77.02,
              32.94
            ],
            [
              -77.07,
              32.89
            ],
            [
              -77.09,
              32.88
            ],
            [
              -77.13,
              32.88
            ],
            [
              -77.17,
              32.9
            ],
            [
              -77.17,
              32.95
            ],
            [
              -77.14,
              32.98
            ],
            [
              -77.12,
              32.99
            ],
            [
              -77.06,
              32.99
            ],
            [
              -77.02,
              33.01
            ],
            [
              -76.94,
              33.08
            ],
            [
              -76.94,
              33.1
            ],
            [
              -76.91,
              33.1
            ],
            [
              -76.9,
              33.11
            ]
          ]
        ]
      },
      "raw_probability": 0.0858,
      "confidence_lo": 0.001,
      "confidence_hi": 0.0012,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "d8b611d1893267e07f99319d65a48da9cfd0bbcad44ba4d8cd8f7968194e731b",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.0858,
        "probability": 0.001214,
        "confidence_lo": 0.001006,
        "confidence_hi": 0.001215,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "999c43070ca91a58b91f574794b1a77d0778d024d10c7675989ae75dc869ca55",
        "signature": {
          "alg": "ed25519",
          "sig": "4eba9df2f5f2bf321cc301cf27036c625b0ffd8ad1ef4cfe415ba695720f37bb3eb54aee111a06c596da90dd94f153a6009695dc90f0ad54c20cae56c5e1e000"
        }
      },
      "receipt_sha256": "999c43070ca91a58b91f574794b1a77d0778d024d10c7675989ae75dc869ca55"
    },
    {
      "storm_id": "363419",
      "lat": 33.9065,
      "lon": -73.7329,
      "motion_east": 10.1,
      "motion_south": 1.1,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2856.0,
      "ebshear": 17.0,
      "srh01": 30.0,
      "maxllaz": 0.0,
      "mesh": 0.42,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 30.0
        },
        {
          "name": "hrrr_pwat",
          "value": 59.0122
        },
        {
          "name": "alignment",
          "value": 1.0178
        },
        {
          "name": "tau",
          "value": 4.4287
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0835
      },
      "coherence_score": 4.4286699295043945,
      "coherence_diagnostics": {
        "tau": 4.4286699295043945,
        "grad_tau": 0.4282139837741852,
        "torsion": 0.0,
        "alignment": 1.0177669525146484,
        "S_field": 1.0458152294158936,
        "Gamma_field": 0.21380086243152618,
        "S_over_Gamma": 4.891539096832275,
        "Da": 13.69184398651123,
        "E_coh": 0.9268800616264343,
        "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": [
          [
            [
              -73.64,
              34.04
            ],
            [
              -73.6,
              34.04
            ],
            [
              -73.59,
              34.03
            ],
            [
              -73.59,
              33.97
            ],
            [
              -73.62,
              33.91
            ],
            [
              -73.7,
              33.85
            ],
            [
              -73.76,
              33.85
            ],
            [
              -73.79,
              33.82
            ],
            [
              -73.81,
              33.81
            ],
            [
              -73.84,
              33.81
            ],
            [
              -73.85,
              33.82
            ],
            [
              -73.85,
              33.86
            ],
            [
              -73.83,
              33.88
            ],
            [
              -73.8,
              33.88
            ],
            [
              -73.78,
              33.9
            ],
            [
              -73.77,
              33.9
            ],
            [
              -73.64,
              34.04
            ]
          ]
        ]
      },
      "raw_probability": 0.0835,
      "confidence_lo": 0.0009,
      "confidence_hi": 0.0012,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "edabca708988742d43c10734d31cfd61bf3b31fd9d9728da375adf27e01e6bde",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.0835,
        "probability": 0.001176,
        "confidence_lo": 0.000868,
        "confidence_hi": 0.001176,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "84309dfc3e627ab6fc833c1756d2dc0047ba2c274666def8c43c6cdf30c9c7b3",
        "signature": {
          "alg": "ed25519",
          "sig": "96acc2d0726765951274bb5b909900516c0a500f82cfd7571ebdedaf56149bb23b54040e2b6123c70557cbed6479d79429e7f18404f7ae1525c871f81b314804"
        }
      },
      "receipt_sha256": "84309dfc3e627ab6fc833c1756d2dc0047ba2c274666def8c43c6cdf30c9c7b3"
    },
    {
      "storm_id": "363508",
      "lat": 32.389,
      "lon": -81.08,
      "motion_east": 4.2,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2226.0,
      "ebshear": 9.0,
      "srh01": 43.0,
      "maxllaz": 0.004,
      "mesh": 0.08,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 43.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.1372
        },
        {
          "name": "alignment",
          "value": -1.717
        },
        {
          "name": "tau",
          "value": 2.4864
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0829
      },
      "coherence_score": 2.4864020347595215,
      "coherence_diagnostics": {
        "tau": 2.4864020347595215,
        "grad_tau": 0.500785231590271,
        "torsion": 0.0,
        "alignment": -1.717017412185669,
        "S_field": 0.6468533873558044,
        "Gamma_field": 0.2971341907978058,
        "S_over_Gamma": 2.176973819732666,
        "Da": 18.886140823364258,
        "E_coh": 0.899198591709137,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.1,
              32.43
            ],
            [
              -81.07,
              32.43
            ],
            [
              -81.06,
              32.41
            ],
            [
              -81.06,
              32.37
            ],
            [
              -81.05,
              32.36
            ],
            [
              -81.06,
              32.34
            ],
            [
              -81.08,
              32.35
            ],
            [
              -81.11,
              32.35
            ],
            [
              -81.11,
              32.42
            ],
            [
              -81.1,
              32.43
            ]
          ]
        ]
      },
      "raw_probability": 0.0829,
      "confidence_lo": 0.0009,
      "confidence_hi": 0.0012,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "92b412e796f9908a5c34017775f974cb65f02960f297f16be6cc629f87196725",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.0829,
        "probability": 0.001176,
        "confidence_lo": 0.000868,
        "confidence_hi": 0.001176,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0bc7f679e08099a01de8c159a58c8e9e4746b6962a1022b9dfdd902b8ad88f7c",
        "signature": {
          "alg": "ed25519",
          "sig": "2c513ebfc3ad0518f6d88b37dbdbfe363a9267d576582b58975d5e678f1f23470d9ca272a501098a4411b468df2802a088edc75be1f953a4c518d6da44234800"
        }
      },
      "receipt_sha256": "0bc7f679e08099a01de8c159a58c8e9e4746b6962a1022b9dfdd902b8ad88f7c"
    },
    {
      "storm_id": "362635",
      "lat": 29.102,
      "lon": -90.0227,
      "motion_east": 4.3,
      "motion_south": -5.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3392.0,
      "ebshear": 8.0,
      "srh01": 36.0,
      "maxllaz": 0.002,
      "mesh": 0.1,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 36.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.2622
        },
        {
          "name": "alignment",
          "value": 0.1161
        },
        {
          "name": "tau",
          "value": 3.8612
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0817
      },
      "coherence_score": 3.8611974716186523,
      "coherence_diagnostics": {
        "tau": 3.8611974716186523,
        "grad_tau": 0.14170025289058685,
        "torsion": 0.0,
        "alignment": 0.11611682176589966,
        "S_field": 0.6469458341598511,
        "Gamma_field": 0.3346342146396637,
        "S_over_Gamma": 1.9332925081253052,
        "Da": 19.583965301513672,
        "E_coh": 0.9495521187782288,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 4,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -89.98,
              29.16
            ],
            [
              -89.92,
              29.16
            ],
            [
              -89.92,
              29.15
            ],
            [
              -89.97,
              29.1
            ],
            [
              -89.97,
              29.09
            ],
            [
              -90.03,
              29.04
            ],
            [
              -90.03,
              29.03
            ],
            [
              -90.05,
              29.02
            ],
            [
              -90.09,
              29.02
            ],
            [
              -90.14,
              29.06
            ],
            [
              -90.13,
              29.1
            ],
            [
              -90.08,
              29.14
            ],
            [
              -90.06,
              29.15
            ],
            [
              -89.99,
              29.15
            ],
            [
              -89.98,
              29.16
            ]
          ]
        ]
      },
      "raw_probability": 0.0817,
      "confidence_lo": 0.0009,
      "confidence_hi": 0.0011,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "79d761cac54576892ddcd38abbaa045fd592c65c43d35c3db22816cdfe50b4df",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.0817,
        "probability": 0.001145,
        "confidence_lo": 0.000868,
        "confidence_hi": 0.001145,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3ab2a3744bf98f11a142002bf91d9ff8b535ee91d143780ed95f538fa72da8b5",
        "signature": {
          "alg": "ed25519",
          "sig": "dba5ec10c8ff7e64320c21653a0316a5c6293a7629952e36ca6deaaa39168dede81bab6716d1668761a0483df337f6589ede8e359f7412a00586e6742987ad04"
        }
      },
      "receipt_sha256": "3ab2a3744bf98f11a142002bf91d9ff8b535ee91d143780ed95f538fa72da8b5"
    },
    {
      "storm_id": "363732",
      "lat": 33.2444,
      "lon": -76.3511,
      "motion_east": 3.4,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2755.0,
      "ebshear": 6.0,
      "srh01": 14.0,
      "maxllaz": 0.001,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 14.0
        },
        {
          "name": "hrrr_pwat",
          "value": 56.8872
        },
        {
          "name": "alignment",
          "value": -2.2191
        },
        {
          "name": "tau",
          "value": 4.3504
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0793
      },
      "coherence_score": 4.350406646728516,
      "coherence_diagnostics": {
        "tau": 4.350406646728516,
        "grad_tau": 0.5631527304649353,
        "torsion": 0.0,
        "alignment": -2.2191286087036133,
        "S_field": 1.3128430843353271,
        "Gamma_field": 0.20380085706710815,
        "S_over_Gamma": 6.441793918609619,
        "Da": 12.54110050201416,
        "E_coh": 0.9113524556159973,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -76.35,
              33.29
            ],
            [
              -76.32,
              33.29
            ],
            [
              -76.3,
              33.26
            ],
            [
              -76.3,
              33.24
            ],
            [
              -76.35,
              33.19
            ],
            [
              -76.39,
              33.19
            ],
            [
              -76.4,
              33.2
            ],
            [
              -76.4,
              33.25
            ],
            [
              -76.35,
              33.29
            ]
          ]
        ]
      },
      "raw_probability": 0.0793,
      "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": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "f95325e3b67648cdfec930f4b2ea59b7f78c2a8fbc3388454a501228bcc94dca",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.0793,
        "probability": 0.001126,
        "confidence_lo": 0.00078,
        "confidence_hi": 0.001126,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "bc990edd88042902e913f80af82de85913f6a91b38de332b781d4c7e145248a1",
        "signature": {
          "alg": "ed25519",
          "sig": "dd50961409fd18865b0df3c64f12ac512b10af8ec6f72572609aa8af22660d6d7609af81dcbb52917b56346243faacb2005590c4099d6f529fb50871cfb5ee0a"
        }
      },
      "receipt_sha256": "bc990edd88042902e913f80af82de85913f6a91b38de332b781d4c7e145248a1"
    },
    {
      "storm_id": "362976",
      "lat": 33.89,
      "lon": -74.6082,
      "motion_east": 3.4,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2917.0,
      "ebshear": 12.0,
      "srh01": 52.0,
      "maxllaz": 0.001,
      "mesh": 0.14,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 52.0
        },
        {
          "name": "hrrr_pwat",
          "value": 57.5122
        },
        {
          "name": "alignment",
          "value": -1.1846
        },
        {
          "name": "tau",
          "value": 4.4279
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0785
      },
      "coherence_score": 4.427921295166016,
      "coherence_diagnostics": {
        "tau": 4.427921295166016,
        "grad_tau": 0.5689404010772705,
        "torsion": 0.0,
        "alignment": -1.1845760345458984,
        "S_field": 1.223088026046753,
        "Gamma_field": 0.197967529296875,
        "S_over_Gamma": 6.178225517272949,
        "Da": 12.628519058227539,
        "E_coh": 0.9383131861686707,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -74.63,
              33.93
            ],
            [
              -74.61,
              33.93
            ],
            [
              -74.6,
              33.92
            ],
            [
              -74.54,
              33.92
            ],
            [
              -74.53,
              33.9
            ],
            [
              -74.53,
              33.86
            ],
            [
              -74.54,
              33.85
            ],
            [
              -74.58,
              33.85
            ],
            [
              -74.59,
              33.86
            ],
            [
              -74.6,
              33.85
            ],
            [
              -74.64,
              33.85
            ],
            [
              -74.66,
              33.86
            ],
            [
              -74.68,
              33.88
            ],
            [
              -74.68,
              33.9
            ],
            [
              -74.66,
              33.92
            ],
            [
              -74.64,
              33.92
            ],
            [
              -74.63,
              33.93
            ]
          ]
        ]
      },
      "raw_probability": 0.0785,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "1b0d38f05d2e4ccd96213ffbcbe63b282ea60e31b232931feedf811723792818",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.0785,
        "probability": 0.000939,
        "confidence_lo": 0.00078,
        "confidence_hi": 0.00094,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "038d5f020877fbda2fa0f8c1a1c4c0cb67e1d2877f97a99d71ead66d2f43a162",
        "signature": {
          "alg": "ed25519",
          "sig": "bb59c8f1aa516d4ed48726802278b3afb2ea187ec173b83a6abee5097a99d79d0e70676401d57a31eae0f22c6b391d4045e852220ad6cef8e2c677e7e1820106"
        }
      },
      "receipt_sha256": "038d5f020877fbda2fa0f8c1a1c4c0cb67e1d2877f97a99d71ead66d2f43a162"
    },
    {
      "storm_id": "363852",
      "lat": 34.1869,
      "lon": -74.4192,
      "motion_east": 3.4,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2635.0,
      "ebshear": 17.0,
      "srh01": 50.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 50.0
        },
        {
          "name": "hrrr_pwat",
          "value": 57.5122
        },
        {
          "name": "alignment",
          "value": -1.1846
        },
        {
          "name": "tau",
          "value": 4.4279
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0785
      },
      "coherence_score": 4.427921295166016,
      "coherence_diagnostics": {
        "tau": 4.427921295166016,
        "grad_tau": 0.5689404010772705,
        "torsion": 0.0,
        "alignment": -1.1845760345458984,
        "S_field": 1.223088026046753,
        "Gamma_field": 0.197967529296875,
        "S_over_Gamma": 6.178225517272949,
        "Da": 12.628519058227539,
        "E_coh": 0.9383131861686707,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -74.38,
              34.22
            ],
            [
              -74.36,
              34.22
            ],
            [
              -74.36,
              34.21
            ],
            [
              -74.39,
              34.17
            ],
            [
              -74.39,
              34.13
            ],
            [
              -74.44,
              34.13
            ],
            [
              -74.48,
              34.15
            ],
            [
              -74.48,
              34.19
            ],
            [
              -74.47,
              34.2
            ],
            [
              -74.46,
              34.19
            ],
            [
              -74.45,
              34.2
            ],
            [
              -74.41,
              34.2
            ],
            [
              -74.38,
              34.22
            ]
          ]
        ]
      },
      "raw_probability": 0.0785,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "1b0d38f05d2e4ccd96213ffbcbe63b282ea60e31b232931feedf811723792818",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.0785,
        "probability": 0.000939,
        "confidence_lo": 0.00078,
        "confidence_hi": 0.00094,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "038d5f020877fbda2fa0f8c1a1c4c0cb67e1d2877f97a99d71ead66d2f43a162",
        "signature": {
          "alg": "ed25519",
          "sig": "bb59c8f1aa516d4ed48726802278b3afb2ea187ec173b83a6abee5097a99d79d0e70676401d57a31eae0f22c6b391d4045e852220ad6cef8e2c677e7e1820106"
        }
      },
      "receipt_sha256": "038d5f020877fbda2fa0f8c1a1c4c0cb67e1d2877f97a99d71ead66d2f43a162"
    },
    {
      "storm_id": "363470",
      "lat": 48.0089,
      "lon": -67.0056,
      "motion_east": 3.4,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 135.0,
      "ebshear": 12.0,
      "srh01": 78.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 78.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.8872
        },
        {
          "name": "alignment",
          "value": -2.3192
        },
        {
          "name": "tau",
          "value": 0.221
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0772
      },
      "coherence_score": 0.22095081210136414,
      "coherence_diagnostics": {
        "tau": 0.22095081210136414,
        "grad_tau": 0.20701636373996735,
        "torsion": 0.0,
        "alignment": -2.3191895484924316,
        "S_field": 0.14024943113327026,
        "Gamma_field": 0.20630086958408356,
        "S_over_Gamma": 0.6798295974731445,
        "Da": 12.595475196838379,
        "E_coh": 0.6327058672904968,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -67.0,
              48.05
            ],
            [
              -66.98,
              48.03
            ],
            [
              -66.98,
              47.98
            ],
            [
              -66.99,
              47.97
            ],
            [
              -67.03,
              47.97
            ],
            [
              -67.03,
              47.99
            ],
            [
              -67.02,
              48.0
            ],
            [
              -67.02,
              48.04
            ],
            [
              -67.0,
              48.05
            ]
          ]
        ]
      },
      "raw_probability": 0.0772,
      "confidence_lo": 0.0008,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "d63ac74ca466d7a1f9ca41beb5028024e0a23a5533e60c9b9dc195717d099940",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.0772,
        "probability": 0.000939,
        "confidence_lo": 0.00078,
        "confidence_hi": 0.00094,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9a45a555e56f9b975f6f4d3092ffc025d826907795731cd3d71278179525ed96",
        "signature": {
          "alg": "ed25519",
          "sig": "4e3e3a84b9f35c7a93778cb441ef3d546dec3850509da5d267d25249c5c372fae6f9798ac257ddb08557f144fa09100580b16a436b723bbf2b61efdfc0845d02"
        }
      },
      "receipt_sha256": "9a45a555e56f9b975f6f4d3092ffc025d826907795731cd3d71278179525ed96"
    },
    {
      "storm_id": "363740",
      "lat": 50.8291,
      "lon": -69.9824,
      "motion_east": 3.4,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0008,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 0.0,
      "ebshear": 0.0,
      "srh01": 0.0,
      "maxllaz": 0.0,
      "mesh": 0.21,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.3872
        },
        {
          "name": "alignment",
          "value": -4.7187
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0746
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.3627431392669678,
        "torsion": 0.0,
        "alignment": -4.718671798706055,
        "S_field": 0.3090657889842987,
        "Gamma_field": 0.1796341985464096,
        "S_over_Gamma": 1.7205287218093872,
        "Da": 11.143285751342773,
        "E_coh": 0.3497928977012634,
        "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": [
          [
            [
              -69.92,
              50.91
            ],
            [
              -69.91,
              50.9
            ],
            [
              -69.9,
              50.9
            ],
            [
              -69.9,
              50.89
            ],
            [
              -69.91,
              50.88
            ],
            [
              -69.91,
              50.87
            ],
            [
              -69.91,
              50.86
            ],
            [
              -69.9,
              50.85
            ],
            [
              -69.91,
              50.85
            ],
            [
              -69.92,
              50.84
            ],
            [
              -69.93,
              50.84
            ],
            [
              -69.94,
              50.84
            ],
            [
              -69.95,
              50.84
            ],
            [
              -69.96,
              50.84
            ],
            [
              -69.97,
              50.84
            ],
            [
              -69.98,
              50.84
            ],
            [
              -69.99,
              50.83
            ],
            [
              -70.0,
              50.82
            ],
            [
              -70.01,
              50.81
            ],
            [
              -70.01,
              50.8
            ],
            [
              -70.0,
              50.79
            ],
            [
              -69.99,
              50.78
            ],
            [
              -70.0,
              50.77
            ],
            [
              -70.01,
              50.77
            ],
            [
              -70.02,
              50.76
            ],
            [
              -70.03,
              50.75
            ],
            [
              -70.04,
              50.75
            ],
            [
              -70.05,
              50.75
            ],
            [
              -70.06,
              50.75
            ],
            [
              -70.07,
              50.75
            ],
            [
              -70.08,
              50.76
            ],
            [
              -70.07,
              50.77
            ],
            [
              -70.07,
              50.78
            ],
            [
              -70.07,
              50.79
            ],
            [
              -70.06,
              50.8
            ],
            [
              -70.05,
              50.81
            ],
            [
              -70.05,
              50.82
            ],
            [
              -70.04,
              50.83
            ],
            [
              -70.03,
              50.83
            ],
            [
              -70.02,
              50.83
            ],
            [
              -70.01,
              50.83
            ],
            [
              -70.0,
              50.83
            ],
            [
              -69.99,
              50.83
            ],
            [
              -69.98,
              50.84
            ],
            [
              -69.97,
              50.84
            ],
            [
              -69.96,
              50.85
            ],
            [
              -69.95,
              50.85
            ],
            [
              -69.94,
              50.86
            ],
            [
              -69.94,
              50.87
            ],
            [
              -69.94,
              50.88
            ],
            [
              -69.94,
              50.89
            ],
            [
              -69.94,
              50.9
            ],
            [
              -69.93,
              50.9
            ],
            [
              -69.92,
              50.91
            ]
          ]
        ]
      },
      "raw_probability": 0.0746,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0008,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "af29cc8f78171231d685fac77023b8a992f54183f4214acdeb7a6ee684c9645b",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.0746,
        "probability": 0.000784,
        "confidence_lo": 0.000726,
        "confidence_hi": 0.000784,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "300f2cade51fc16a9f00acc6fbc140ae0fe5750b9f35c994be648ca0a7c6e1ae",
        "signature": {
          "alg": "ed25519",
          "sig": "65586c08910ba3d0c4e7e4ac4dab1b225dfe95ad6f39dad1c8e89476917bf0e9a1342b53761e42d22099c79f54d87037e1f101aa3b0477b017e05e959a601006"
        }
      },
      "receipt_sha256": "300f2cade51fc16a9f00acc6fbc140ae0fe5750b9f35c994be648ca0a7c6e1ae"
    },
    {
      "storm_id": "363854",
      "lat": 33.7816,
      "lon": -74.2511,
      "motion_east": 5.2,
      "motion_south": 0.3,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3127.0,
      "ebshear": 13.0,
      "srh01": 26.0,
      "maxllaz": 0.0,
      "mesh": 0.13,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 26.0
        },
        {
          "name": "hrrr_pwat",
          "value": 57.5122
        },
        {
          "name": "alignment",
          "value": -1.1846
        },
        {
          "name": "tau",
          "value": 4.4279
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0732
      },
      "coherence_score": 4.427921295166016,
      "coherence_diagnostics": {
        "tau": 4.427921295166016,
        "grad_tau": 0.5689404010772705,
        "torsion": 0.0,
        "alignment": -1.1845760345458984,
        "S_field": 1.223088026046753,
        "Gamma_field": 0.197967529296875,
        "S_over_Gamma": 6.178225517272949,
        "Da": 12.628519058227539,
        "E_coh": 0.9383131861686707,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -74.2,
              33.85
            ],
            [
              -74.15,
              33.85
            ],
            [
              -74.14,
              33.84
            ],
            [
              -74.14,
              33.78
            ],
            [
              -74.19,
              33.73
            ],
            [
              -74.21,
              33.72
            ],
            [
              -74.26,
              33.72
            ],
            [
              -74.27,
              33.73
            ],
            [
              -74.28,
              33.72
            ],
            [
              -74.3,
              33.75
            ],
            [
              -74.34,
              33.75
            ],
            [
              -74.36,
              33.76
            ],
            [
              -74.36,
              33.78
            ],
            [
              -74.34,
              33.79
            ],
            [
              -74.32,
              33.78
            ],
            [
              -74.27,
              33.78
            ],
            [
              -74.22,
              33.83
            ],
            [
              -74.22,
              33.84
            ],
            [
              -74.2,
              33.85
            ]
          ]
        ]
      },
      "raw_probability": 0.0732,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "d8ce04d6a41fe41c82861b37e2efd838749d9f4bf7a1fd28414203213f7d06c0",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.0732,
        "probability": 0.000742,
        "confidence_lo": 0.000726,
        "confidence_hi": 0.000742,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "60e38bf148d0f9bb0bdbe7eb7546d39266f4d607812555d8958b0eef8cc46909",
        "signature": {
          "alg": "ed25519",
          "sig": "4bd2c862540a6848733a180540729e6c59114d05cf6e52a674cc83a50c197fbd2af7131e076b21fb4a3c708ebb2520f6fac7aea10a7a3099a7713c27fb884409"
        }
      },
      "receipt_sha256": "60e38bf148d0f9bb0bdbe7eb7546d39266f4d607812555d8958b0eef8cc46909"
    },
    {
      "storm_id": "363826",
      "lat": 48.0029,
      "lon": -67.3793,
      "motion_east": 3.4,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 210.0,
      "ebshear": 13.0,
      "srh01": 85.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 85.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.8872
        },
        {
          "name": "alignment",
          "value": -2.3192
        },
        {
          "name": "tau",
          "value": 0.221
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0726
      },
      "coherence_score": 0.22095081210136414,
      "coherence_diagnostics": {
        "tau": 0.22095081210136414,
        "grad_tau": 0.20701636373996735,
        "torsion": 0.0,
        "alignment": -2.3191895484924316,
        "S_field": 0.14024943113327026,
        "Gamma_field": 0.20630086958408356,
        "S_over_Gamma": 0.6798295974731445,
        "Da": 12.595475196838379,
        "E_coh": 0.6327058672904968,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -67.4,
              48.06
            ],
            [
              -67.39,
              48.05
            ],
            [
              -67.35,
              48.05
            ],
            [
              -67.34,
              48.04
            ],
            [
              -67.36,
              48.0
            ],
            [
              -67.34,
              47.98
            ],
            [
              -67.35,
              47.97
            ],
            [
              -67.36,
              47.91
            ],
            [
              -67.38,
              47.91
            ],
            [
              -67.42,
              47.96
            ],
            [
              -67.4,
              48.0
            ],
            [
              -67.41,
              48.01
            ],
            [
              -67.41,
              48.04
            ],
            [
              -67.4,
              48.06
            ]
          ]
        ]
      },
      "raw_probability": 0.0726,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "17fb14e9104cdcfb587228ef5c17cf58edd4851038cddc3e6c0c198fa27cc316",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.0726,
        "probability": 0.000742,
        "confidence_lo": 0.000726,
        "confidence_hi": 0.000742,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "541cae79e6b381574626a3040876474e48b4f97f9ad49f79499c16da0f0e266d",
        "signature": {
          "alg": "ed25519",
          "sig": "07cdc40a6e277fc0dd5b80be870c377ab8c2567ed25b12d38cbf741ad288b84385105e78e80e651ba155fcaa01761a434ab958bb61126c93225327fe08fde006"
        }
      },
      "receipt_sha256": "541cae79e6b381574626a3040876474e48b4f97f9ad49f79499c16da0f0e266d"
    },
    {
      "storm_id": "363199",
      "lat": 48.496,
      "lon": -66.8485,
      "motion_east": 3.4,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 129.0,
      "ebshear": 10.0,
      "srh01": 50.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 50.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.5122
        },
        {
          "name": "alignment",
          "value": -3.0054
        },
        {
          "name": "tau",
          "value": 0.1436
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0722
      },
      "coherence_score": 0.14362818002700806,
      "coherence_diagnostics": {
        "tau": 0.14362818002700806,
        "grad_tau": 0.16053582727909088,
        "torsion": 0.0,
        "alignment": -3.0054244995117188,
        "S_field": 0.15023192763328552,
        "Gamma_field": 0.15046752989292145,
        "S_over_Gamma": 0.9984341859817505,
        "Da": 9.549816131591797,
        "E_coh": 0.4881080090999603,
        "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": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -66.95,
              48.6
            ],
            [
              -66.91,
              48.6
            ],
            [
              -66.85,
              48.57
            ],
            [
              -66.85,
              48.56
            ],
            [
              -66.83,
              48.54
            ],
            [
              -66.8,
              48.53
            ],
            [
              -66.72,
              48.47
            ],
            [
              -66.71,
              48.45
            ],
            [
              -66.71,
              48.4
            ],
            [
              -66.74,
              48.36
            ],
            [
              -66.79,
              48.36
            ],
            [
              -66.83,
              48.38
            ],
            [
              -66.87,
              48.42
            ],
            [
              -66.87,
              48.46
            ],
            [
              -66.86,
              48.48
            ],
            [
              -66.9,
              48.52
            ],
            [
              -66.92,
              48.52
            ],
            [
              -66.95,
              48.54
            ],
            [
              -66.96,
              48.56
            ],
            [
              -66.95,
              48.6
            ]
          ]
        ]
      },
      "raw_probability": 0.0722,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "6fa6d5022f709115430e127443e86c21232d8af21da18ffeabe112f0e43547cc",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.0722,
        "probability": 0.000742,
        "confidence_lo": 0.000726,
        "confidence_hi": 0.000742,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f8f0bfe676372fa46d077ff93c151f443b932b3b7e6bcc1c3ce5eaf88851d1da",
        "signature": {
          "alg": "ed25519",
          "sig": "d43044d4368b62fade4a6471f90c173cc1fc2317b16bad330cace03b4b5cb34ef7c6e65afa44f16de54279afa35ca3430c0330df040db26f25c8e4c1a3190a06"
        }
      },
      "receipt_sha256": "f8f0bfe676372fa46d077ff93c151f443b932b3b7e6bcc1c3ce5eaf88851d1da"
    },
    {
      "storm_id": "363537",
      "lat": 29.4322,
      "lon": -87.36,
      "motion_east": 3.4,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3554.0,
      "ebshear": 12.0,
      "srh01": 5.0,
      "maxllaz": 0.001,
      "mesh": 0.1,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 5.0
        },
        {
          "name": "hrrr_pwat",
          "value": 54.2622
        },
        {
          "name": "alignment",
          "value": -4.648
        },
        {
          "name": "tau",
          "value": 3.86
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.072
      },
      "coherence_score": 3.860041618347168,
      "coherence_diagnostics": {
        "tau": 3.860041618347168,
        "grad_tau": 0.6032980680465698,
        "torsion": 0.0,
        "alignment": -4.647950172424316,
        "S_field": 1.4067937135696411,
        "Gamma_field": 0.2254675328731537,
        "S_over_Gamma": 6.2394514083862305,
        "Da": 14.322813987731934,
        "E_coh": 0.9329960346221924,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -87.37,
              29.46
            ],
            [
              -87.34,
              29.46
            ],
            [
              -87.33,
              29.45
            ],
            [
              -87.33,
              29.41
            ],
            [
              -87.34,
              29.4
            ],
            [
              -87.38,
              29.4
            ],
            [
              -87.39,
              29.41
            ],
            [
              -87.39,
              29.44
            ],
            [
              -87.37,
              29.46
            ]
          ]
        ]
      },
      "raw_probability": 0.072,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "021bfc47589024bfb9a207943a1970ea129e7d843da0618135ffa93b456e7725",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.072,
        "probability": 0.000742,
        "confidence_lo": 0.000726,
        "confidence_hi": 0.000742,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "28a60ebd4982d7769da0a17f183f4fd41521e7be9c27bc655153867476016df8",
        "signature": {
          "alg": "ed25519",
          "sig": "eb0af111b9f307e693f51157fac331d0f427df6c5f991499291cd4f00437835d3d7ed99f1ae69547eae1c41644c7f1e007c916bbc16bd82c9e0ecc96bed19703"
        }
      },
      "receipt_sha256": "28a60ebd4982d7769da0a17f183f4fd41521e7be9c27bc655153867476016df8"
    },
    {
      "storm_id": "363878",
      "lat": 29.4256,
      "lon": -87.1289,
      "motion_east": 3.4,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3580.0,
      "ebshear": 12.0,
      "srh01": 6.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 6.0
        },
        {
          "name": "hrrr_pwat",
          "value": 54.2622
        },
        {
          "name": "alignment",
          "value": -4.648
        },
        {
          "name": "tau",
          "value": 3.86
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.072
      },
      "coherence_score": 3.860041618347168,
      "coherence_diagnostics": {
        "tau": 3.860041618347168,
        "grad_tau": 0.6032980680465698,
        "torsion": 0.0,
        "alignment": -4.647950172424316,
        "S_field": 1.4067937135696411,
        "Gamma_field": 0.2254675328731537,
        "S_over_Gamma": 6.2394514083862305,
        "Da": 14.322813987731934,
        "E_coh": 0.9329960346221924,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -87.15,
              29.46
            ],
            [
              -87.11,
              29.46
            ],
            [
              -87.09,
              29.44
            ],
            [
              -87.09,
              29.4
            ],
            [
              -87.11,
              29.38
            ],
            [
              -87.14,
              29.38
            ],
            [
              -87.16,
              29.4
            ],
            [
              -87.16,
              29.45
            ],
            [
              -87.15,
              29.46
            ]
          ]
        ]
      },
      "raw_probability": 0.072,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "021bfc47589024bfb9a207943a1970ea129e7d843da0618135ffa93b456e7725",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.072,
        "probability": 0.000742,
        "confidence_lo": 0.000726,
        "confidence_hi": 0.000742,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "28a60ebd4982d7769da0a17f183f4fd41521e7be9c27bc655153867476016df8",
        "signature": {
          "alg": "ed25519",
          "sig": "eb0af111b9f307e693f51157fac331d0f427df6c5f991499291cd4f00437835d3d7ed99f1ae69547eae1c41644c7f1e007c916bbc16bd82c9e0ecc96bed19703"
        }
      },
      "receipt_sha256": "28a60ebd4982d7769da0a17f183f4fd41521e7be9c27bc655153867476016df8"
    },
    {
      "storm_id": "363911",
      "lat": 29.6364,
      "lon": -86.7509,
      "motion_east": 3.4,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3630.0,
      "ebshear": 14.0,
      "srh01": 12.0,
      "maxllaz": 0.001,
      "mesh": 0.12,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 12.0
        },
        {
          "name": "hrrr_pwat",
          "value": 54.2622
        },
        {
          "name": "alignment",
          "value": -4.648
        },
        {
          "name": "tau",
          "value": 3.86
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.072
      },
      "coherence_score": 3.860041618347168,
      "coherence_diagnostics": {
        "tau": 3.860041618347168,
        "grad_tau": 0.6032980680465698,
        "torsion": 0.0,
        "alignment": -4.647950172424316,
        "S_field": 1.4067937135696411,
        "Gamma_field": 0.2254675328731537,
        "S_over_Gamma": 6.2394514083862305,
        "Da": 14.322813987731934,
        "E_coh": 0.9329960346221924,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -86.74,
              29.66
            ],
            [
              -86.72,
              29.66
            ],
            [
              -86.71,
              29.64
            ],
            [
              -86.72,
              29.6
            ],
            [
              -86.74,
              29.61
            ],
            [
              -86.78,
              29.61
            ],
            [
              -86.79,
              29.62
            ],
            [
              -86.79,
              29.64
            ],
            [
              -86.78,
              29.65
            ],
            [
              -86.75,
              29.65
            ],
            [
              -86.74,
              29.66
            ]
          ]
        ]
      },
      "raw_probability": 0.072,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "021bfc47589024bfb9a207943a1970ea129e7d843da0618135ffa93b456e7725",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.072,
        "probability": 0.000742,
        "confidence_lo": 0.000726,
        "confidence_hi": 0.000742,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "28a60ebd4982d7769da0a17f183f4fd41521e7be9c27bc655153867476016df8",
        "signature": {
          "alg": "ed25519",
          "sig": "eb0af111b9f307e693f51157fac331d0f427df6c5f991499291cd4f00437835d3d7ed99f1ae69547eae1c41644c7f1e007c916bbc16bd82c9e0ecc96bed19703"
        }
      },
      "receipt_sha256": "28a60ebd4982d7769da0a17f183f4fd41521e7be9c27bc655153867476016df8"
    },
    {
      "storm_id": "363935",
      "lat": 29.439,
      "lon": -87.001,
      "motion_east": 3.4,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3589.0,
      "ebshear": 12.0,
      "srh01": 7.0,
      "maxllaz": 0.001,
      "mesh": 0.11,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 7.0
        },
        {
          "name": "hrrr_pwat",
          "value": 54.2622
        },
        {
          "name": "alignment",
          "value": -4.648
        },
        {
          "name": "tau",
          "value": 3.86
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.072
      },
      "coherence_score": 3.860041618347168,
      "coherence_diagnostics": {
        "tau": 3.860041618347168,
        "grad_tau": 0.6032980680465698,
        "torsion": 0.0,
        "alignment": -4.647950172424316,
        "S_field": 1.4067937135696411,
        "Gamma_field": 0.2254675328731537,
        "S_over_Gamma": 6.2394514083862305,
        "Da": 14.322813987731934,
        "E_coh": 0.9329960346221924,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -87.0,
              29.47
            ],
            [
              -86.98,
              29.47
            ],
            [
              -86.96,
              29.43
            ],
            [
              -86.96,
              29.41
            ],
            [
              -86.99,
              29.38
            ],
            [
              -87.04,
              29.4
            ],
            [
              -87.04,
              29.44
            ],
            [
              -87.03,
              29.46
            ],
            [
              -87.01,
              29.46
            ],
            [
              -87.0,
              29.47
            ]
          ]
        ]
      },
      "raw_probability": 0.072,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "021bfc47589024bfb9a207943a1970ea129e7d843da0618135ffa93b456e7725",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.072,
        "probability": 0.000742,
        "confidence_lo": 0.000726,
        "confidence_hi": 0.000742,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "28a60ebd4982d7769da0a17f183f4fd41521e7be9c27bc655153867476016df8",
        "signature": {
          "alg": "ed25519",
          "sig": "eb0af111b9f307e693f51157fac331d0f427df6c5f991499291cd4f00437835d3d7ed99f1ae69547eae1c41644c7f1e007c916bbc16bd82c9e0ecc96bed19703"
        }
      },
      "receipt_sha256": "28a60ebd4982d7769da0a17f183f4fd41521e7be9c27bc655153867476016df8"
    },
    {
      "storm_id": "363749",
      "lat": 48.7114,
      "lon": -72.3386,
      "motion_east": 3.4,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1142.0,
      "ebshear": 27.0,
      "srh01": 10.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 10.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.3872
        },
        {
          "name": "alignment",
          "value": -4.5963
        },
        {
          "name": "tau",
          "value": 0.512
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0709
      },
      "coherence_score": 0.511989414691925,
      "coherence_diagnostics": {
        "tau": 0.511989414691925,
        "grad_tau": 0.3921422064304352,
        "torsion": 0.0,
        "alignment": -4.596250057220459,
        "S_field": 0.41586723923683167,
        "Gamma_field": 0.16380086541175842,
        "S_over_Gamma": 2.538858652114868,
        "Da": 9.634185791015625,
        "E_coh": 0.5667081475257874,
        "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": [
          [
            [
              -72.36,
              48.74
            ],
            [
              -72.3,
              48.74
            ],
            [
              -72.3,
              48.7
            ],
            [
              -72.32,
              48.68
            ],
            [
              -72.36,
              48.68
            ],
            [
              -72.37,
              48.7
            ],
            [
              -72.36,
              48.74
            ]
          ]
        ]
      },
      "raw_probability": 0.0709,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "3d7b22c61ad7509152bcddf2f7c3587a388e5cd4b02f53e07f079b29f52bc31a",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.0709,
        "probability": 0.000742,
        "confidence_lo": 0.000726,
        "confidence_hi": 0.000742,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a77bd9ce87de99988e34688516d4098d0ddf428867f0bfd581986acb3609d99e",
        "signature": {
          "alg": "ed25519",
          "sig": "585cde68d49b50b409fab779c69372b9a767f07aaf4562a1d9ac4d838ba849f7e2d4ef4d338af7851b5e2db5fed34dc3735faecb238865798661758858d32206"
        }
      },
      "receipt_sha256": "a77bd9ce87de99988e34688516d4098d0ddf428867f0bfd581986acb3609d99e"
    },
    {
      "storm_id": "363336",
      "lat": 49.6411,
      "lon": -67.6689,
      "motion_east": 3.4,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 0.0,
      "ebshear": 0.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.0122
        },
        {
          "name": "alignment",
          "value": -4.0937
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0703
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.23295439779758453,
        "torsion": 0.0,
        "alignment": -4.093671798706055,
        "S_field": 0.11596706509590149,
        "Gamma_field": 0.15296752750873566,
        "S_over_Gamma": 0.7581155896186829,
        "Da": 9.498150825500488,
        "E_coh": 0.4420442581176758,
        "singularity_count": 0.0,
        "singularity_conditions_met": 0,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -67.68,
              49.68
            ],
            [
              -67.64,
              49.67
            ],
            [
              -67.64,
              49.64
            ],
            [
              -67.63,
              49.62
            ],
            [
              -67.66,
              49.6
            ],
            [
              -67.69,
              49.6
            ],
            [
              -67.7,
              49.62
            ],
            [
              -67.7,
              49.66
            ],
            [
              -67.68,
              49.68
            ]
          ]
        ]
      },
      "raw_probability": 0.0703,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "d5e428b7924aeac766f462f9568cc70c75fac3d14eab67a9e1527a201d4b79e3",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.0703,
        "probability": 0.000742,
        "confidence_lo": 0.000726,
        "confidence_hi": 0.000742,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "cd1bc154ba30ccf1c39601a863df76abf3c2739c63c72d1bd653bfa11b345e8b",
        "signature": {
          "alg": "ed25519",
          "sig": "d2cb01dce3100c540466216fe7ebce382b4cd9335a9c42d8695a957b52808b0541d8c96b521e02466f8658c1dcc7d31308c8e501452b331c3f467530e966ef02"
        }
      },
      "receipt_sha256": "cd1bc154ba30ccf1c39601a863df76abf3c2739c63c72d1bd653bfa11b345e8b"
    },
    {
      "storm_id": "363909",
      "lat": 34.12,
      "lon": -74.2356,
      "motion_east": 4.6,
      "motion_south": 0.2,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2894.0,
      "ebshear": 16.0,
      "srh01": 35.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 35.0
        },
        {
          "name": "hrrr_pwat",
          "value": 59.0122
        },
        {
          "name": "alignment",
          "value": 1.0178
        },
        {
          "name": "tau",
          "value": 4.4287
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0688
      },
      "coherence_score": 4.4286699295043945,
      "coherence_diagnostics": {
        "tau": 4.4286699295043945,
        "grad_tau": 0.4282139837741852,
        "torsion": 0.0,
        "alignment": 1.0177669525146484,
        "S_field": 1.0458152294158936,
        "Gamma_field": 0.21380086243152618,
        "S_over_Gamma": 4.891539096832275,
        "Da": 13.69184398651123,
        "E_coh": 0.9268800616264343,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -74.26,
              34.16
            ],
            [
              -74.23,
              34.16
            ],
            [
              -74.19,
              34.13
            ],
            [
              -74.17,
              34.09
            ],
            [
              -74.18,
              34.07
            ],
            [
              -74.25,
              34.07
            ],
            [
              -74.29,
              34.1
            ],
            [
              -74.29,
              34.14
            ],
            [
              -74.26,
              34.16
            ]
          ]
        ]
      },
      "raw_probability": 0.0688,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "9b2b5544c645cfe243d58ea3a45917ddb25ab4de139b2dc58da341d1b747839a",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.0688,
        "probability": 0.000742,
        "confidence_lo": 0.000726,
        "confidence_hi": 0.000742,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f79aef87ab9d53b9815cc87b3cb6e451a1cd6d3fff4cf36fed83bfe8de4a4ba3",
        "signature": {
          "alg": "ed25519",
          "sig": "486ebb23abde52c511ad8725a86f8837c45adfd42c37b1067ea8519b5b15aa577dba3e32f35b4ef093b4d9fef312cce4b0825510ffe477fb14ac6ed8d3c84609"
        }
      },
      "receipt_sha256": "f79aef87ab9d53b9815cc87b3cb6e451a1cd6d3fff4cf36fed83bfe8de4a4ba3"
    },
    {
      "storm_id": "363392",
      "lat": 29.942,
      "lon": -89.094,
      "motion_east": 3.4,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3578.0,
      "ebshear": 10.0,
      "srh01": 44.0,
      "maxllaz": 0.002,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 44.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.3872
        },
        {
          "name": "alignment",
          "value": -1.1731
        },
        {
          "name": "tau",
          "value": 3.6734
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0683
      },
      "coherence_score": 3.673375368118286,
      "coherence_diagnostics": {
        "tau": 3.673375368118286,
        "grad_tau": 0.4394594430923462,
        "torsion": 0.0,
        "alignment": -1.1730595827102661,
        "S_field": 1.0266053676605225,
        "Gamma_field": 0.24963419139385223,
        "S_over_Gamma": 4.112439155578613,
        "Da": 14.718382835388184,
        "E_coh": 0.9742640256881714,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -89.08,
              29.97
            ],
            [
              -89.06,
              29.97
            ],
            [
              -89.05,
              29.92
            ],
            [
              -89.07,
              29.93
            ],
            [
              -89.1,
              29.93
            ],
            [
              -89.13,
              29.9
            ],
            [
              -89.14,
              29.91
            ],
            [
              -89.14,
              29.96
            ],
            [
              -89.09,
              29.96
            ],
            [
              -89.08,
              29.97
            ]
          ]
        ]
      },
      "raw_probability": 0.0683,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "97e356ea6b9ec1f32f7c7b906b3dfc27847052e41a28b1faa517f8ce7b2545de",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.0683,
        "probability": 0.000742,
        "confidence_lo": 0.000726,
        "confidence_hi": 0.000742,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1c5e40c3cc8c100979ba5eb7941c271bd860c4e07d515b836f3dfc8e590391eb",
        "signature": {
          "alg": "ed25519",
          "sig": "6381cb10efb8b4d55e89adc315c215f533f894d6b90b34324f1ec9fbc3a5c6b31b91bc3e638eea416d9dc9b78d29827e1ae91e806851f14c8db86c23975c3709"
        }
      },
      "receipt_sha256": "1c5e40c3cc8c100979ba5eb7941c271bd860c4e07d515b836f3dfc8e590391eb"
    },
    {
      "storm_id": "363619",
      "lat": 50.4086,
      "lon": -67.8788,
      "motion_east": 3.4,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 0.0,
      "ebshear": 0.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.0122
        },
        {
          "name": "alignment",
          "value": -4.0937
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0665
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.23295439779758453,
        "torsion": 0.0,
        "alignment": -4.093671798706055,
        "S_field": 0.11596706509590149,
        "Gamma_field": 0.15296752750873566,
        "S_over_Gamma": 0.7581155896186829,
        "Da": 9.498150825500488,
        "E_coh": 0.4420442581176758,
        "singularity_count": 0.0,
        "singularity_conditions_met": 0,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -67.82,
              50.62
            ],
            [
              -67.78,
              50.61
            ],
            [
              -67.76,
              50.57
            ],
            [
              -67.76,
              50.51
            ],
            [
              -67.73,
              50.48
            ],
            [
              -67.7,
              50.48
            ],
            [
              -67.68,
              50.46
            ],
            [
              -67.67,
              50.46
            ],
            [
              -67.66,
              50.44
            ],
            [
              -67.66,
              50.4
            ],
            [
              -67.69,
              50.37
            ],
            [
              -67.73,
              50.36
            ],
            [
              -67.74,
              50.35
            ],
            [
              -67.76,
              50.35
            ],
            [
              -67.77,
              50.36
            ],
            [
              -67.81,
              50.36
            ],
            [
              -67.83,
              50.37
            ],
            [
              -67.85,
              50.4
            ],
            [
              -67.87,
              50.37
            ],
            [
              -67.87,
              50.34
            ],
            [
              -67.86,
              50.32
            ],
            [
              -67.87,
              50.31
            ],
            [
              -67.87,
              50.28
            ],
            [
              -67.88,
              50.27
            ],
            [
              -67.9,
              50.26
            ],
            [
              -67.93,
              50.26
            ],
            [
              -67.94,
              50.27
            ],
            [
              -67.98,
              50.24
            ],
            [
              -68.01,
              50.24
            ],
            [
              -68.03,
              50.25
            ],
            [
              -68.04,
              50.26
            ],
            [
              -68.04,
              50.3
            ],
            [
              -68.02,
              50.32
            ],
            [
              -68.0,
              50.32
            ],
            [
              -67.98,
              50.34
            ],
            [
              -68.0,
              50.36
            ],
            [
              -68.0,
              50.37
            ],
            [
              -68.02,
              50.38
            ],
            [
              -68.06,
              50.42
            ],
            [
              -68.06,
              50.47
            ],
            [
              -68.05,
              50.49
            ],
            [
              -68.02,
              50.51
            ],
            [
              -67.99,
              50.51
            ],
            [
              -67.98,
              50.52
            ],
            [
              -67.95,
              50.52
            ],
            [
              -67.94,
              50.53
            ],
            [
              -67.88,
              50.52
            ],
            [
              -67.86,
              50.54
            ],
            [
              -67.86,
              50.57
            ],
            [
              -67.84,
              50.61
            ],
            [
              -67.82,
              50.62
            ]
          ]
        ]
      },
      "raw_probability": 0.0665,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "cce5de7f7d30e8b5c918a2cb94780eac085c769a0ad4a035e2abc6ef91df83ca",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.0665,
        "probability": 0.000742,
        "confidence_lo": 0.000726,
        "confidence_hi": 0.000742,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "dfde2ae949b7a6ed63280813ed89cdfd40e5aa44e47afcfdb14ef46e59d652b0",
        "signature": {
          "alg": "ed25519",
          "sig": "bccdd3cd68caac5c30d054b3a0ab6d027c5138aa84fc0e0fe951cc82cabf6a1afc3c419111b7c8d4f71c2079b54da29aae30317af6bbba1d58e1fa8d4961b80b"
        }
      },
      "receipt_sha256": "dfde2ae949b7a6ed63280813ed89cdfd40e5aa44e47afcfdb14ef46e59d652b0"
    },
    {
      "storm_id": "363944",
      "lat": 25.0188,
      "lon": -83.7224,
      "motion_east": 3.4,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3846.0,
      "ebshear": 6.0,
      "srh01": 11.0,
      "maxllaz": 0.0,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 11.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.3872
        },
        {
          "name": "alignment",
          "value": 0.1562
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0658
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 1.7858850955963135,
        "torsion": 0.0,
        "alignment": 0.1561717987060547,
        "S_field": 1.121545433998108,
        "Gamma_field": 0.23380087316036224,
        "S_over_Gamma": 4.797011375427246,
        "Da": 13.721317291259766,
        "E_coh": 0.9908206462860107,
        "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": [
          [
            [
              -83.74,
              25.08
            ],
            [
              -83.71,
              25.06
            ],
            [
              -83.7,
              25.07
            ],
            [
              -83.68,
              25.07
            ],
            [
              -83.67,
              25.06
            ],
            [
              -83.67,
              25.01
            ],
            [
              -83.69,
              24.99
            ],
            [
              -83.69,
              24.98
            ],
            [
              -83.7,
              24.99
            ],
            [
              -83.73,
              24.98
            ],
            [
              -83.75,
              24.96
            ],
            [
              -83.75,
              24.95
            ],
            [
              -83.77,
              24.97
            ],
            [
              -83.77,
              25.0
            ],
            [
              -83.76,
              25.01
            ],
            [
              -83.76,
              25.06
            ],
            [
              -83.74,
              25.08
            ]
          ]
        ]
      },
      "raw_probability": 0.0658,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "3e6220b7afcb6a0c1017317ff8814972b6280bd1861789aa049247017ea0ca7b",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.0658,
        "probability": 0.000742,
        "confidence_lo": 0.000726,
        "confidence_hi": 0.000742,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5c2ac77339f2fd02d8ebb3c806593652ab8cdd61750d6b313a3f7d5e973e7f59",
        "signature": {
          "alg": "ed25519",
          "sig": "cd8349f0ad271a058f4f2fde90366ca58bb16728412089626989cb34f34843f396d867a7e1549ea31f0bf78f955f07b0608cc7e25cc8183d3cc27e07fd498800"
        }
      },
      "receipt_sha256": "5c2ac77339f2fd02d8ebb3c806593652ab8cdd61750d6b313a3f7d5e973e7f59"
    },
    {
      "storm_id": "362424",
      "lat": 29.8678,
      "lon": -86.9344,
      "motion_east": 3.4,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3375.0,
      "ebshear": 16.0,
      "srh01": 9.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 9.0
        },
        {
          "name": "hrrr_pwat",
          "value": 54.2622
        },
        {
          "name": "alignment",
          "value": -4.648
        },
        {
          "name": "tau",
          "value": 3.86
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0656
      },
      "coherence_score": 3.860041618347168,
      "coherence_diagnostics": {
        "tau": 3.860041618347168,
        "grad_tau": 0.6032980680465698,
        "torsion": 0.0,
        "alignment": -4.647950172424316,
        "S_field": 1.4067937135696411,
        "Gamma_field": 0.2254675328731537,
        "S_over_Gamma": 6.2394514083862305,
        "Da": 14.322813987731934,
        "E_coh": 0.9329960346221924,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 5,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -86.96,
              29.9
            ],
            [
              -86.9,
              29.9
            ],
            [
              -86.88,
              29.88
            ],
            [
              -86.89,
              29.84
            ],
            [
              -86.93,
              29.82
            ],
            [
              -86.95,
              29.83
            ],
            [
              -86.97,
              29.85
            ],
            [
              -86.97,
              29.89
            ],
            [
              -86.96,
              29.9
            ]
          ]
        ]
      },
      "raw_probability": 0.0656,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "b0231e5d9410b24aea1dcc7eb634d389bd263c20ebb8ecb577a0e2347cba6960",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.0656,
        "probability": 0.000742,
        "confidence_lo": 0.000726,
        "confidence_hi": 0.000742,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "12b4d95091278796cbaba1a0447ec329a54262fe53c61a045ceba15fba06745e",
        "signature": {
          "alg": "ed25519",
          "sig": "b3ea5e90cf672710f97f7d36897cdc61552f7e02f56a7cb7149d4ebb3f641126ac8938d9466066e6f0d1f4b34ddaebd202aeeb4ff84242a8de93c1a37cddd200"
        }
      },
      "receipt_sha256": "12b4d95091278796cbaba1a0447ec329a54262fe53c61a045ceba15fba06745e"
    },
    {
      "storm_id": "363799",
      "lat": 24.4957,
      "lon": -79.1107,
      "motion_east": 3.4,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3570.0,
      "ebshear": 6.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.6372
        },
        {
          "name": "alignment",
          "value": 2.4687
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.065
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 1.984869122505188,
        "torsion": 0.0,
        "alignment": 2.4686717987060547,
        "S_field": 1.2856974601745605,
        "Gamma_field": 0.22130087018013,
        "S_over_Gamma": 5.809726238250732,
        "Da": 13.390124320983887,
        "E_coh": 0.953188955783844,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -79.16,
              24.55
            ],
            [
              -79.09,
              24.54
            ],
            [
              -79.07,
              24.52
            ],
            [
              -79.05,
              24.52
            ],
            [
              -79.05,
              24.48
            ],
            [
              -79.03,
              24.46
            ],
            [
              -79.04,
              24.44
            ],
            [
              -79.13,
              24.44
            ],
            [
              -79.13,
              24.45
            ],
            [
              -79.15,
              24.47
            ],
            [
              -79.16,
              24.47
            ],
            [
              -79.16,
              24.52
            ],
            [
              -79.17,
              24.53
            ],
            [
              -79.16,
              24.55
            ]
          ]
        ]
      },
      "raw_probability": 0.065,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "e3dd12f96876c999399a65af0d946bff56203dc8540b391b062a8aae05bf06e4",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.065,
        "probability": 0.000742,
        "confidence_lo": 0.000726,
        "confidence_hi": 0.000742,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "7f86a4a1ce6fa8ca14a03b324b02ae9200c684f5a73dc35af75ec429abca809d",
        "signature": {
          "alg": "ed25519",
          "sig": "3459735ccf5db6116f24147803910acd392dd9096d6d82b9eb17dfea840f9dc890ed7db7afe5fad2aff078d08408ea2d8b47447a3c6370f441dfac926298c508"
        }
      },
      "receipt_sha256": "7f86a4a1ce6fa8ca14a03b324b02ae9200c684f5a73dc35af75ec429abca809d"
    },
    {
      "storm_id": "363776",
      "lat": 25.088,
      "lon": -82.914,
      "motion_east": 3.4,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3936.0,
      "ebshear": 14.0,
      "srh01": 57.0,
      "maxllaz": 0.002,
      "mesh": 0.21,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 57.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.2622
        },
        {
          "name": "alignment",
          "value": 0.2812
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0642
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 1.6760430335998535,
        "torsion": 0.0,
        "alignment": 0.2811717987060547,
        "S_field": 1.0272835493087769,
        "Gamma_field": 0.23213419318199158,
        "S_over_Gamma": 4.425386428833008,
        "Da": 15.21091365814209,
        "E_coh": 0.9893230199813843,
        "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": [
          [
            [
              -82.94,
              25.12
            ],
            [
              -82.88,
              25.11
            ],
            [
              -82.87,
              25.1
            ],
            [
              -82.87,
              25.06
            ],
            [
              -82.88,
              25.05
            ],
            [
              -82.93,
              25.05
            ],
            [
              -82.94,
              25.06
            ],
            [
              -82.94,
              25.1
            ],
            [
              -82.95,
              25.11
            ],
            [
              -82.94,
              25.12
            ]
          ]
        ]
      },
      "raw_probability": 0.0642,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "a46b40bd0e22a8ae179902aa42aae18f15a1e394eee22faaf868fb65961b9d3d",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.0642,
        "probability": 0.000742,
        "confidence_lo": 0.000726,
        "confidence_hi": 0.000742,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "22a5cd8458cd14ba25994dc103042c8c98dc9caca3b87c1591323052a27fa424",
        "signature": {
          "alg": "ed25519",
          "sig": "6528166b5cd05ef777b2bc74af03a9a1407308551324677a6c1ea5828e2faddbcd919ab4538b9a5c94205c12f947663460501f95b7c5c8c5020fdfb32e790e01"
        }
      },
      "receipt_sha256": "22a5cd8458cd14ba25994dc103042c8c98dc9caca3b87c1591323052a27fa424"
    },
    {
      "storm_id": "363688",
      "lat": 28.8178,
      "lon": -88.8778,
      "motion_east": 3.4,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3676.0,
      "ebshear": 6.0,
      "srh01": 21.0,
      "maxllaz": 0.001,
      "mesh": 0.11,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 21.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.3872
        },
        {
          "name": "alignment",
          "value": -1.5171
        },
        {
          "name": "tau",
          "value": 3.8956
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0636
      },
      "coherence_score": 3.8956477642059326,
      "coherence_diagnostics": {
        "tau": 3.8956477642059326,
        "grad_tau": 0.105206198990345,
        "torsion": 0.0,
        "alignment": -1.517073631286621,
        "S_field": 1.082027792930603,
        "Gamma_field": 0.2463008612394333,
        "S_over_Gamma": 4.39311408996582,
        "Da": 14.35781192779541,
        "E_coh": 0.9721698760986328,
        "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": [
          [
            [
              -88.9,
              28.85
            ],
            [
              -88.86,
              28.85
            ],
            [
              -88.84,
              28.81
            ],
            [
              -88.84,
              28.79
            ],
            [
              -88.85,
              28.78
            ],
            [
              -88.89,
              28.8
            ],
            [
              -88.91,
              28.79
            ],
            [
              -88.91,
              28.84
            ],
            [
              -88.9,
              28.85
            ]
          ]
        ]
      },
      "raw_probability": 0.0636,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "2d4e571ec6642a2e2765746ef80b4dd535e270db1ff8008ea54e0e5ac1acf4df",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.0636,
        "probability": 0.000742,
        "confidence_lo": 0.000726,
        "confidence_hi": 0.000742,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e6fde743889cb192594421628f72c033536e35d15570c0712c2998a55446d524",
        "signature": {
          "alg": "ed25519",
          "sig": "ec7d03dba95a70838c81240aeb0fe41f3fabfbe4c173b5457e5cf8a71bf0ec07579e04d02e4a70b2a5405f3dc9cfc19b5689f7e2b12ed0aad97ad7ed4879dc07"
        }
      },
      "receipt_sha256": "e6fde743889cb192594421628f72c033536e35d15570c0712c2998a55446d524"
    },
    {
      "storm_id": "363939",
      "lat": 28.7345,
      "lon": -88.76,
      "motion_east": 3.4,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3633.0,
      "ebshear": 6.0,
      "srh01": 7.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 7.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.3872
        },
        {
          "name": "alignment",
          "value": -1.5171
        },
        {
          "name": "tau",
          "value": 3.8956
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0636
      },
      "coherence_score": 3.8956477642059326,
      "coherence_diagnostics": {
        "tau": 3.8956477642059326,
        "grad_tau": 0.105206198990345,
        "torsion": 0.0,
        "alignment": -1.517073631286621,
        "S_field": 1.082027792930603,
        "Gamma_field": 0.2463008612394333,
        "S_over_Gamma": 4.39311408996582,
        "Da": 14.35781192779541,
        "E_coh": 0.9721698760986328,
        "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": [
          [
            [
              -88.8,
              28.78
            ],
            [
              -88.73,
              28.77
            ],
            [
              -88.73,
              28.75
            ],
            [
              -88.68,
              28.69
            ],
            [
              -88.71,
              28.69
            ],
            [
              -88.72,
              28.7
            ],
            [
              -88.77,
              28.7
            ],
            [
              -88.8,
              28.73
            ],
            [
              -88.81,
              28.73
            ],
            [
              -88.81,
              28.76
            ],
            [
              -88.8,
              28.78
            ]
          ]
        ]
      },
      "raw_probability": 0.0636,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "2d4e571ec6642a2e2765746ef80b4dd535e270db1ff8008ea54e0e5ac1acf4df",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.0636,
        "probability": 0.000742,
        "confidence_lo": 0.000726,
        "confidence_hi": 0.000742,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e6fde743889cb192594421628f72c033536e35d15570c0712c2998a55446d524",
        "signature": {
          "alg": "ed25519",
          "sig": "ec7d03dba95a70838c81240aeb0fe41f3fabfbe4c173b5457e5cf8a71bf0ec07579e04d02e4a70b2a5405f3dc9cfc19b5689f7e2b12ed0aad97ad7ed4879dc07"
        }
      },
      "receipt_sha256": "e6fde743889cb192594421628f72c033536e35d15570c0712c2998a55446d524"
    },
    {
      "storm_id": "363553",
      "lat": 47.3918,
      "lon": -66.4871,
      "motion_east": 3.4,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 258.0,
      "ebshear": 14.0,
      "srh01": 49.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 49.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.7622
        },
        {
          "name": "alignment",
          "value": -1.534
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0634
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.22095081210136414,
        "torsion": 0.0,
        "alignment": -1.5339736938476562,
        "S_field": 0.18035396933555603,
        "Gamma_field": 0.18213419616222382,
        "S_over_Gamma": 0.9902257323265076,
        "Da": 10.946660995483398,
        "E_coh": 0.8074331879615784,
        "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": [
          [
            [
              -66.49,
              47.46
            ],
            [
              -66.44,
              47.45
            ],
            [
              -66.43,
              47.41
            ],
            [
              -66.42,
              47.4
            ],
            [
              -66.42,
              47.38
            ],
            [
              -66.44,
              47.36
            ],
            [
              -66.44,
              47.34
            ],
            [
              -66.47,
              47.31
            ],
            [
              -66.52,
              47.31
            ],
            [
              -66.54,
              47.33
            ],
            [
              -66.54,
              47.35
            ],
            [
              -66.55,
              47.36
            ],
            [
              -66.55,
              47.4
            ],
            [
              -66.52,
              47.44
            ],
            [
              -66.52,
              47.45
            ],
            [
              -66.5,
              47.45
            ],
            [
              -66.49,
              47.46
            ]
          ]
        ]
      },
      "raw_probability": 0.0634,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "f4b4cd5d9c5100b474f24569b748ce81f1b0ed96947d803725d3e833ce5ee6fa",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.0634,
        "probability": 0.000742,
        "confidence_lo": 0.000726,
        "confidence_hi": 0.000742,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "608da7fdd45812945a75755a40b791ff391ca08d5fa2ca34b4e9157fde1a179e",
        "signature": {
          "alg": "ed25519",
          "sig": "61d3d20bc29a7a33335ab42f110d37413174596fc9ec79cafc89f480f148406b949f6339476103db449d5ff03675f9b71e560bc96c1d29e3997c208d4765b502"
        }
      },
      "receipt_sha256": "608da7fdd45812945a75755a40b791ff391ca08d5fa2ca34b4e9157fde1a179e"
    },
    {
      "storm_id": "363790",
      "lat": 33.778,
      "lon": -74.776,
      "motion_east": 3.4,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2892.0,
      "ebshear": 10.0,
      "srh01": 31.0,
      "maxllaz": 0.001,
      "mesh": 0.15,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 31.0
        },
        {
          "name": "hrrr_pwat",
          "value": 57.5122
        },
        {
          "name": "alignment",
          "value": -1.1846
        },
        {
          "name": "tau",
          "value": 4.4279
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0631
      },
      "coherence_score": 4.427921295166016,
      "coherence_diagnostics": {
        "tau": 4.427921295166016,
        "grad_tau": 0.5689404010772705,
        "torsion": 0.0,
        "alignment": -1.1845760345458984,
        "S_field": 1.223088026046753,
        "Gamma_field": 0.197967529296875,
        "S_over_Gamma": 6.178225517272949,
        "Da": 12.628519058227539,
        "E_coh": 0.9383131861686707,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -74.79,
              33.81
            ],
            [
              -74.75,
              33.81
            ],
            [
              -74.74,
              33.8
            ],
            [
              -74.73,
              33.77
            ],
            [
              -74.75,
              33.73
            ],
            [
              -74.8,
              33.73
            ],
            [
              -74.81,
              33.74
            ],
            [
              -74.81,
              33.78
            ],
            [
              -74.79,
              33.8
            ],
            [
              -74.79,
              33.81
            ]
          ]
        ]
      },
      "raw_probability": 0.0631,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "89a40cbb2ab57e3486a54296e4f411c72ccdd4373dd44ac6823c5137fe2e6093",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.0631,
        "probability": 0.000742,
        "confidence_lo": 0.000726,
        "confidence_hi": 0.000742,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c1c27be802768be77e48ef2a75fe80bd0cad367f0b4ecab0b00b15fa46e5987d",
        "signature": {
          "alg": "ed25519",
          "sig": "19b2e9b12d656c8cc9aec7457e287c82d16911de795b86d5b1d63a4e29de48eaadeaa0fbdb78d891860d7ef7ba990195b2e4633e1be394a47fea32a3ab694d00"
        }
      },
      "receipt_sha256": "c1c27be802768be77e48ef2a75fe80bd0cad367f0b4ecab0b00b15fa46e5987d"
    },
    {
      "storm_id": "363853",
      "lat": 33.9267,
      "lon": -75.7144,
      "motion_east": 3.4,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2950.0,
      "ebshear": 6.0,
      "srh01": 32.0,
      "maxllaz": 0.001,
      "mesh": 0.03,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 32.0
        },
        {
          "name": "hrrr_pwat",
          "value": 56.5122
        },
        {
          "name": "alignment",
          "value": 0.4245
        },
        {
          "name": "tau",
          "value": 4.2713
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0628
      },
      "coherence_score": 4.27125883102417,
      "coherence_diagnostics": {
        "tau": 4.27125883102417,
        "grad_tau": 0.6670761704444885,
        "torsion": 0.0,
        "alignment": 0.4244520664215088,
        "S_field": 1.3217883110046387,
        "Gamma_field": 0.18796752393245697,
        "S_over_Gamma": 7.032003402709961,
        "Da": 11.927793502807617,
        "E_coh": 0.9208918213844299,
        "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": [
          [
            [
              -75.74,
              33.97
            ],
            [
              -75.72,
              33.97
            ],
            [
              -75.66,
              33.94
            ],
            [
              -75.66,
              33.9
            ],
            [
              -75.68,
              33.87
            ],
            [
              -75.74,
              33.87
            ],
            [
              -75.74,
              33.92
            ],
            [
              -75.75,
              33.93
            ],
            [
              -75.74,
              33.97
            ]
          ]
        ]
      },
      "raw_probability": 0.0628,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "9e1c8368db2ce9f9cf05bdba32c62d29d814cec6bdae00d8e19d3789f09d82dc",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.0628,
        "probability": 0.000742,
        "confidence_lo": 0.000726,
        "confidence_hi": 0.000742,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9b61ddb142248da624fdfaae850e06798291119882983ec6cd2ba8d1165f9816",
        "signature": {
          "alg": "ed25519",
          "sig": "2d17c848b6eca76f0277f6ac74b5cfc797ad7e95069d4b1383e38fd8bc7dcc8aaa9424d4ed2e9f240618d13aabba9a23f7d5ebb3f6b038b3d8babc564771fc0c"
        }
      },
      "receipt_sha256": "9b61ddb142248da624fdfaae850e06798291119882983ec6cd2ba8d1165f9816"
    },
    {
      "storm_id": "363529",
      "lat": 33.3759,
      "lon": -75.8376,
      "motion_east": 3.4,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2803.0,
      "ebshear": 6.0,
      "srh01": 22.0,
      "maxllaz": 0.001,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 22.0
        },
        {
          "name": "hrrr_pwat",
          "value": 56.8872
        },
        {
          "name": "alignment",
          "value": 2.499
        },
        {
          "name": "tau",
          "value": 4.7463
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0624
      },
      "coherence_score": 4.746299743652344,
      "coherence_diagnostics": {
        "tau": 4.746299743652344,
        "grad_tau": 0.36811670660972595,
        "torsion": 0.0,
        "alignment": 2.4989681243896484,
        "S_field": 1.5250343084335327,
        "Gamma_field": 0.1746342033147812,
        "S_over_Gamma": 8.732735633850098,
        "Da": 11.236865997314453,
        "E_coh": 0.9526212811470032,
        "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": [
          [
            [
              -75.89,
              33.45
            ],
            [
              -75.85,
              33.45
            ],
            [
              -75.8,
              33.4
            ],
            [
              -75.75,
              33.4
            ],
            [
              -75.76,
              33.32
            ],
            [
              -75.77,
              33.32
            ],
            [
              -75.76,
              33.34
            ],
            [
              -75.77,
              33.35
            ],
            [
              -75.79,
              33.35
            ],
            [
              -75.8,
              33.37
            ],
            [
              -75.84,
              33.36
            ],
            [
              -75.87,
              33.33
            ],
            [
              -75.91,
              33.33
            ],
            [
              -75.93,
              33.35
            ],
            [
              -75.94,
              33.39
            ],
            [
              -75.92,
              33.43
            ],
            [
              -75.89,
              33.45
            ]
          ]
        ]
      },
      "raw_probability": 0.0624,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "2816970b0e7b9819c392ec2a9f1169087e2aebd2b6b09824f78c7b14dd98037f",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.0624,
        "probability": 0.000742,
        "confidence_lo": 0.000726,
        "confidence_hi": 0.000742,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b6b37858c9dd0fa8d258f0859cf2dc01282ea1b9f40810885b3106e71b5c718f",
        "signature": {
          "alg": "ed25519",
          "sig": "48bcbab1c3e9ff8c31ec95fde6739d199465948820016e2c282e7b8e9b202021db9a65e1f01a70f6bdd0a43b8c2e95ad5b806ae38ff267dc9b2f1e51dcef4909"
        }
      },
      "receipt_sha256": "b6b37858c9dd0fa8d258f0859cf2dc01282ea1b9f40810885b3106e71b5c718f"
    },
    {
      "storm_id": "363946",
      "lat": 24.4962,
      "lon": -80.0438,
      "motion_east": 5.4,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3919.0,
      "ebshear": 7.0,
      "srh01": 0.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.0122
        },
        {
          "name": "alignment",
          "value": 1.7187
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.062
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 1.7737292051315308,
        "torsion": 0.0,
        "alignment": 1.7186717987060547,
        "S_field": 0.8739461898803711,
        "Gamma_field": 0.29380089044570923,
        "S_over_Gamma": 2.9746205806732178,
        "Da": 19.29819107055664,
        "E_coh": 0.9507936835289001,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -80.1,
              24.53
            ],
            [
              -80.08,
              24.53
            ],
            [
              -80.06,
              24.51
            ],
            [
              -80.02,
              24.52
            ],
            [
              -80.02,
              24.5
            ],
            [
              -80.01,
              24.49
            ],
            [
              -80.0,
              24.49
            ],
            [
              -79.99,
              24.48
            ],
            [
              -80.01,
              24.47
            ],
            [
              -80.03,
              24.45
            ],
            [
              -80.05,
              24.48
            ],
            [
              -80.1,
              24.47
            ],
            [
              -80.1,
              24.53
            ]
          ]
        ]
      },
      "raw_probability": 0.062,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "4d9d66d016568b43f359fc8165811ece208fd370669b2631b3aa1e8012aa996e",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.062,
        "probability": 0.000742,
        "confidence_lo": 0.000726,
        "confidence_hi": 0.000742,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "20790a4b02ff9d9fe285eac71ca3fe9844b49045a549fc8ada59ab057643fd98",
        "signature": {
          "alg": "ed25519",
          "sig": "340b0ab40c53d24595888654f555b4c720156e7bb61b0a536ad3583d2c7fe4918997ae185cc360553b28ca3884859fb1a5397098c4d7f3b075bbc8b33234f800"
        }
      },
      "receipt_sha256": "20790a4b02ff9d9fe285eac71ca3fe9844b49045a549fc8ada59ab057643fd98"
    },
    {
      "storm_id": "363443",
      "lat": 24.1231,
      "lon": -97.2438,
      "motion_east": 3.4,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 0.0,
      "ebshear": 0.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 20.1372
        },
        {
          "name": "alignment",
          "value": 2.2187
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0611
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.5425382852554321,
        "torsion": 0.0,
        "alignment": 2.2186717987060547,
        "S_field": 0.09178768843412399,
        "Gamma_field": 0.16630086302757263,
        "S_over_Gamma": 0.5519375205039978,
        "Da": 10.289044380187988,
        "E_coh": 0.6605278253555298,
        "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": [
          [
            [
              -97.28,
              24.17
            ],
            [
              -97.27,
              24.16
            ],
            [
              -97.23,
              24.16
            ],
            [
              -97.2,
              24.14
            ],
            [
              -97.21,
              24.13
            ],
            [
              -97.21,
              24.1
            ],
            [
              -97.2,
              24.09
            ],
            [
              -97.21,
              24.08
            ],
            [
              -97.26,
              24.08
            ],
            [
              -97.27,
              24.09
            ],
            [
              -97.26,
              24.1
            ],
            [
              -97.29,
              24.13
            ],
            [
              -97.28,
              24.17
            ]
          ]
        ]
      },
      "raw_probability": 0.0611,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "9ceb1bfee4826876491382b2d79c69fb19c44ae160a50b7caca57dbf0f9e85a0",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.0611,
        "probability": 0.000742,
        "confidence_lo": 0.000726,
        "confidence_hi": 0.000742,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5fff553b874566dab407d17cae44db026bbbe08615bdb4250e4f69c98ebcaf05",
        "signature": {
          "alg": "ed25519",
          "sig": "0755016843e525a59a5755f8598bbc25f074e3aec56f4579be2cd3bf8f6064118b8615a5272af1c283270fe6d4d3d8f5e67fbfdf759bba26cf7caa90f94fe90a"
        }
      },
      "receipt_sha256": "5fff553b874566dab407d17cae44db026bbbe08615bdb4250e4f69c98ebcaf05"
    },
    {
      "storm_id": "363889",
      "lat": 25.1475,
      "lon": -83.9392,
      "motion_east": 3.4,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3790.0,
      "ebshear": 6.0,
      "srh01": 11.0,
      "maxllaz": 0.001,
      "mesh": 0.14,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 11.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.3872
        },
        {
          "name": "alignment",
          "value": 0.1562
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0609
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 1.7858850955963135,
        "torsion": 0.0,
        "alignment": 0.1561717987060547,
        "S_field": 1.121545433998108,
        "Gamma_field": 0.23380087316036224,
        "S_over_Gamma": 4.797011375427246,
        "Da": 13.721317291259766,
        "E_coh": 0.9908206462860107,
        "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": [
          [
            [
              -83.99,
              25.2
            ],
            [
              -83.98,
              25.19
            ],
            [
              -83.9,
              25.19
            ],
            [
              -83.9,
              25.16
            ],
            [
              -83.91,
              25.15
            ],
            [
              -83.9,
              25.14
            ],
            [
              -83.9,
              25.11
            ],
            [
              -83.92,
              25.12
            ],
            [
              -83.94,
              25.1
            ],
            [
              -83.95,
              25.11
            ],
            [
              -83.99,
              25.1
            ],
            [
              -83.99,
              25.2
            ]
          ]
        ]
      },
      "raw_probability": 0.0609,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "c7d44041a51e9241a3bcfc3830f6378f8756087e219992b095706b08b780543a",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.0609,
        "probability": 0.000742,
        "confidence_lo": 0.000726,
        "confidence_hi": 0.000742,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "bd7ff01b175d2675a82ba90b047d993e7f0059874f6f5c6a1a5d20a76104ccc2",
        "signature": {
          "alg": "ed25519",
          "sig": "71a9ab98d4bbdc073cf604c362881a4c7e7a316e94bcc5dbc6dd156a882848b4b3146c078125a7c84a4481253bbd4a185e82ba82ccd5fda44edc3dceed6d1405"
        }
      },
      "receipt_sha256": "bd7ff01b175d2675a82ba90b047d993e7f0059874f6f5c6a1a5d20a76104ccc2"
    },
    {
      "storm_id": "363942",
      "lat": 25.2144,
      "lon": -84.1867,
      "motion_east": 3.4,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4015.0,
      "ebshear": 7.0,
      "srh01": 17.0,
      "maxllaz": 0.0,
      "mesh": 0.29,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 17.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.3872
        },
        {
          "name": "alignment",
          "value": 0.1562
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0609
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 1.7858850955963135,
        "torsion": 0.0,
        "alignment": 0.1561717987060547,
        "S_field": 1.121545433998108,
        "Gamma_field": 0.23380087316036224,
        "S_over_Gamma": 4.797011375427246,
        "Da": 13.721317291259766,
        "E_coh": 0.9908206462860107,
        "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": [
          [
            [
              -84.22,
              25.26
            ],
            [
              -84.14,
              25.26
            ],
            [
              -84.14,
              25.21
            ],
            [
              -84.15,
              25.2
            ],
            [
              -84.15,
              25.17
            ],
            [
              -84.2,
              25.17
            ],
            [
              -84.23,
              25.15
            ],
            [
              -84.23,
              25.25
            ],
            [
              -84.22,
              25.26
            ]
          ]
        ]
      },
      "raw_probability": 0.0609,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "c7d44041a51e9241a3bcfc3830f6378f8756087e219992b095706b08b780543a",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.0609,
        "probability": 0.000742,
        "confidence_lo": 0.000726,
        "confidence_hi": 0.000742,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "bd7ff01b175d2675a82ba90b047d993e7f0059874f6f5c6a1a5d20a76104ccc2",
        "signature": {
          "alg": "ed25519",
          "sig": "71a9ab98d4bbdc073cf604c362881a4c7e7a316e94bcc5dbc6dd156a882848b4b3146c078125a7c84a4481253bbd4a185e82ba82ccd5fda44edc3dceed6d1405"
        }
      },
      "receipt_sha256": "bd7ff01b175d2675a82ba90b047d993e7f0059874f6f5c6a1a5d20a76104ccc2"
    },
    {
      "storm_id": "363660",
      "lat": 32.0933,
      "lon": -78.7322,
      "motion_east": 7.9,
      "motion_south": 0.3,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2917.0,
      "ebshear": 12.0,
      "srh01": 17.0,
      "maxllaz": 0.001,
      "mesh": 0.18,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 17.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.6372
        },
        {
          "name": "alignment",
          "value": 0.6655
        },
        {
          "name": "tau",
          "value": 3.5162
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0602
      },
      "coherence_score": 3.5161917209625244,
      "coherence_diagnostics": {
        "tau": 3.5161917209625244,
        "grad_tau": 0.4147122800350189,
        "torsion": 0.0,
        "alignment": 0.6654613018035889,
        "S_field": 0.7014449834823608,
        "Gamma_field": 0.36796754598617554,
        "S_over_Gamma": 1.90626859664917,
        "Da": 23.330942153930664,
        "E_coh": 0.9286243915557861,
        "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": [
          [
            [
              -78.75,
              32.12
            ],
            [
              -78.71,
              32.12
            ],
            [
              -78.7,
              32.11
            ],
            [
              -78.7,
              32.07
            ],
            [
              -78.71,
              32.06
            ],
            [
              -78.75,
              32.06
            ],
            [
              -78.76,
              32.07
            ],
            [
              -78.76,
              32.11
            ],
            [
              -78.75,
              32.12
            ]
          ]
        ]
      },
      "raw_probability": 0.0602,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "47b64ec9d8e329665abdb0768265414501d8dcef9cec54b5bb00fc76d643b13b",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.0602,
        "probability": 0.000742,
        "confidence_lo": 0.000726,
        "confidence_hi": 0.000742,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "aff18933cee961355df78d51e4aa38a01efce4f4ffb72cd42cc4a408ed51415b",
        "signature": {
          "alg": "ed25519",
          "sig": "6e7890ddd17919c68e4c1ea6275092a8bc57238cf7f4017c56bfa4dd5cd82b3d353f552f4655dc1934968d2b8458aa375a7ef923d81e1f17c83b6533f2200f07"
        }
      },
      "receipt_sha256": "aff18933cee961355df78d51e4aa38a01efce4f4ffb72cd42cc4a408ed51415b"
    },
    {
      "storm_id": "363875",
      "lat": 29.3924,
      "lon": -88.8729,
      "motion_east": 3.4,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3974.0,
      "ebshear": 7.0,
      "srh01": 18.0,
      "maxllaz": 0.001,
      "mesh": 0.21,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 18.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.3872
        },
        {
          "name": "alignment",
          "value": -1.1731
        },
        {
          "name": "tau",
          "value": 3.6734
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0599
      },
      "coherence_score": 3.673375368118286,
      "coherence_diagnostics": {
        "tau": 3.673375368118286,
        "grad_tau": 0.4394594430923462,
        "torsion": 0.0,
        "alignment": -1.1730595827102661,
        "S_field": 1.0266053676605225,
        "Gamma_field": 0.24963419139385223,
        "S_over_Gamma": 4.112439155578613,
        "Da": 14.718382835388184,
        "E_coh": 0.9742640256881714,
        "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": [
          [
            [
              -88.9,
              29.45
            ],
            [
              -88.87,
              29.45
            ],
            [
              -88.85,
              29.43
            ],
            [
              -88.82,
              29.43
            ],
            [
              -88.82,
              29.39
            ],
            [
              -88.83,
              29.38
            ],
            [
              -88.81,
              29.35
            ],
            [
              -88.82,
              29.33
            ],
            [
              -88.86,
              29.35
            ],
            [
              -88.88,
              29.34
            ],
            [
              -88.9,
              29.36
            ],
            [
              -88.91,
              29.36
            ],
            [
              -88.92,
              29.38
            ],
            [
              -88.93,
              29.38
            ],
            [
              -88.91,
              29.4
            ],
            [
              -88.91,
              29.44
            ],
            [
              -88.9,
              29.45
            ]
          ]
        ]
      },
      "raw_probability": 0.0599,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "f93c6e975047df02f2427ab1f55088a190fd1bcc6f1d6326c9cb53846fbba277",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.0599,
        "probability": 0.000742,
        "confidence_lo": 0.000726,
        "confidence_hi": 0.000742,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "990f764f783850ed330e76307f45f0f2de4b3403b1e2919d4f5ff6aeb9cc46d8",
        "signature": {
          "alg": "ed25519",
          "sig": "d34ac4ca95553e626521f0aa7515df11f822310424bd90434e83fc87098da3c0b96f59b63f777473b961422536d8889c7fe25c390f6d619f2d3cd73cbff8a502"
        }
      },
      "receipt_sha256": "990f764f783850ed330e76307f45f0f2de4b3403b1e2919d4f5ff6aeb9cc46d8"
    },
    {
      "storm_id": "363692",
      "lat": 24.158,
      "lon": -79.484,
      "motion_east": 3.4,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3720.0,
      "ebshear": 7.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.09,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.6372
        },
        {
          "name": "alignment",
          "value": 2.4687
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0597
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 1.984869122505188,
        "torsion": 0.0,
        "alignment": 2.4686717987060547,
        "S_field": 1.2856974601745605,
        "Gamma_field": 0.22130087018013,
        "S_over_Gamma": 5.809726238250732,
        "Da": 13.390124320983887,
        "E_coh": 0.953188955783844,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -79.47,
              24.2
            ],
            [
              -79.45,
              24.19
            ],
            [
              -79.45,
              24.12
            ],
            [
              -79.47,
              24.12
            ],
            [
              -79.49,
              24.14
            ],
            [
              -79.51,
              24.14
            ],
            [
              -79.52,
              24.15
            ],
            [
              -79.52,
              24.16
            ],
            [
              -79.49,
              24.16
            ],
            [
              -79.47,
              24.2
            ]
          ]
        ]
      },
      "raw_probability": 0.0597,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "6cc6b9c7dc4d3bf014df906aef7584c21844f473c21178be26a50e7f8e38f645",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.0597,
        "probability": 0.000742,
        "confidence_lo": 0.000726,
        "confidence_hi": 0.000742,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "496b34ed13e4c99c796bd505a78241c20a9302b677f3ceb48360d776651d0c0c",
        "signature": {
          "alg": "ed25519",
          "sig": "fe43aca7ddefc7392bc79770ac29ed0b11de5315a0e6afd3866e634d595b56f2945476821918dae0729d2b1c6e4e29df90d490f7c91933434106e652dc19a307"
        }
      },
      "receipt_sha256": "496b34ed13e4c99c796bd505a78241c20a9302b677f3ceb48360d776651d0c0c"
    },
    {
      "storm_id": "363863",
      "lat": 26.0733,
      "lon": -83.9523,
      "motion_east": 3.4,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3358.0,
      "ebshear": 9.0,
      "srh01": 12.0,
      "maxllaz": 0.001,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 12.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.6372
        },
        {
          "name": "alignment",
          "value": 0.0144
        },
        {
          "name": "tau",
          "value": 1.7859
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0597
      },
      "coherence_score": 1.7858850955963135,
      "coherence_diagnostics": {
        "tau": 1.7858850955963135,
        "grad_tau": 1.488587737083435,
        "torsion": 0.0,
        "alignment": 0.014425467699766159,
        "S_field": 1.0902752876281738,
        "Gamma_field": 0.22213418781757355,
        "S_over_Gamma": 4.9081830978393555,
        "Da": 13.099076271057129,
        "E_coh": 0.9897380471229553,
        "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": [
          [
            [
              -83.93,
              26.12
            ],
            [
              -83.92,
              26.11
            ],
            [
              -83.91,
              26.11
            ],
            [
              -83.9,
              26.1
            ],
            [
              -83.89,
              26.1
            ],
            [
              -83.89,
              26.09
            ],
            [
              -83.9,
              26.08
            ],
            [
              -83.91,
              26.07
            ],
            [
              -83.92,
              26.06
            ],
            [
              -83.93,
              26.05
            ],
            [
              -83.93,
              26.04
            ],
            [
              -83.92,
              26.03
            ],
            [
              -83.93,
              26.03
            ],
            [
              -83.93,
              26.04
            ],
            [
              -83.93,
              26.05
            ],
            [
              -83.94,
              26.06
            ],
            [
              -83.95,
              26.05
            ],
            [
              -83.95,
              26.04
            ],
            [
              -83.95,
              26.03
            ],
            [
              -83.96,
              26.03
            ],
            [
              -83.97,
              26.02
            ],
            [
              -83.98,
              26.03
            ],
            [
              -83.99,
              26.03
            ],
            [
              -83.99,
              26.04
            ],
            [
              -83.99,
              26.05
            ],
            [
              -83.99,
              26.06
            ],
            [
              -83.99,
              26.07
            ],
            [
              -84.0,
              26.08
            ],
            [
              -84.01,
              26.09
            ],
            [
              -84.01,
              26.1
            ],
            [
              -84.01,
              26.11
            ],
            [
              -84.0,
              26.11
            ],
            [
              -83.99,
              26.11
            ],
            [
              -83.98,
              26.11
            ],
            [
              -83.97,
              26.11
            ],
            [
              -83.96,
              26.11
            ],
            [
              -83.95,
              26.11
            ],
            [
              -83.94,
              26.11
            ],
            [
              -83.93,
              26.12
            ]
          ]
        ]
      },
      "raw_probability": 0.0597,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "6cc6b9c7dc4d3bf014df906aef7584c21844f473c21178be26a50e7f8e38f645",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.0597,
        "probability": 0.000742,
        "confidence_lo": 0.000726,
        "confidence_hi": 0.000742,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "496b34ed13e4c99c796bd505a78241c20a9302b677f3ceb48360d776651d0c0c",
        "signature": {
          "alg": "ed25519",
          "sig": "fe43aca7ddefc7392bc79770ac29ed0b11de5315a0e6afd3866e634d595b56f2945476821918dae0729d2b1c6e4e29df90d490f7c91933434106e652dc19a307"
        }
      },
      "receipt_sha256": "496b34ed13e4c99c796bd505a78241c20a9302b677f3ceb48360d776651d0c0c"
    },
    {
      "storm_id": "363676",
      "lat": 24.383,
      "lon": -96.167,
      "motion_east": 3.4,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2804.0,
      "ebshear": 0.0,
      "srh01": 0.0,
      "maxllaz": 0.0,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.2622
        },
        {
          "name": "alignment",
          "value": 1.2812
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0595
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.8157568573951721,
        "torsion": 0.0,
        "alignment": 1.2811717987060547,
        "S_field": 0.7085977792739868,
        "Gamma_field": 0.32213419675827026,
        "S_over_Gamma": 2.199697494506836,
        "Da": 19.249488830566406,
        "E_coh": 0.9170631766319275,
        "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": [
          [
            [
              -96.19,
              24.42
            ],
            [
              -96.15,
              24.42
            ],
            [
              -96.14,
              24.41
            ],
            [
              -96.13,
              24.39
            ],
            [
              -96.13,
              24.36
            ],
            [
              -96.15,
              24.34
            ],
            [
              -96.18,
              24.34
            ],
            [
              -96.2,
              24.35
            ],
            [
              -96.21,
              24.38
            ],
            [
              -96.19,
              24.42
            ]
          ]
        ]
      },
      "raw_probability": 0.0595,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "76ff94b20d11a7c680c7ad08c3493239a48cb0dc98b773f5d077c29b5e9e71de",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.0595,
        "probability": 0.000742,
        "confidence_lo": 0.000726,
        "confidence_hi": 0.000742,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "40d8f219bfeb9ee3a98d8137801716ba3729007bd0706ede8586a1c1f88e68dc",
        "signature": {
          "alg": "ed25519",
          "sig": "7e6f098b3b13719ef927b05f81204b0c4bd7290b68025bdebc83216e75a2a08d588800523f2b950c521af07c32034cc08173fa28dff287cbfd78cdf6eacf2b06"
        }
      },
      "receipt_sha256": "40d8f219bfeb9ee3a98d8137801716ba3729007bd0706ede8586a1c1f88e68dc"
    },
    {
      "storm_id": "363880",
      "lat": 29.1661,
      "lon": -90.2795,
      "motion_east": 3.9,
      "motion_south": -2.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2966.0,
      "ebshear": 8.0,
      "srh01": 40.0,
      "maxllaz": 0.001,
      "mesh": 0.11,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 40.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.5122
        },
        {
          "name": "alignment",
          "value": 0.5258
        },
        {
          "name": "tau",
          "value": 4.1541
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0592
      },
      "coherence_score": 4.154116630554199,
      "coherence_diagnostics": {
        "tau": 4.154116630554199,
        "grad_tau": 0.1967078000307083,
        "torsion": 0.0,
        "alignment": 0.5257823467254639,
        "S_field": 1.2204437255859375,
        "Gamma_field": 0.22630086541175842,
        "S_over_Gamma": 5.393013954162598,
        "Da": 13.249523162841797,
        "E_coh": 0.9721791744232178,
        "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": [
          [
            [
              -90.21,
              29.34
            ],
            [
              -90.19,
              29.34
            ],
            [
              -90.19,
              29.26
            ],
            [
              -90.23,
              29.26
            ],
            [
              -90.25,
              29.24
            ],
            [
              -90.26,
              29.22
            ],
            [
              -90.24,
              29.21
            ],
            [
              -90.24,
              29.18
            ],
            [
              -90.27,
              29.14
            ],
            [
              -90.27,
              29.13
            ],
            [
              -90.3,
              29.13
            ],
            [
              -90.31,
              29.12
            ],
            [
              -90.31,
              29.08
            ],
            [
              -90.26,
              29.03
            ],
            [
              -90.24,
              29.03
            ],
            [
              -90.23,
              29.02
            ],
            [
              -90.23,
              28.97
            ],
            [
              -90.24,
              28.96
            ],
            [
              -90.27,
              28.96
            ],
            [
              -90.29,
              28.95
            ],
            [
              -90.31,
              28.97
            ],
            [
              -90.33,
              29.01
            ],
            [
              -90.41,
              29.04
            ],
            [
              -90.41,
              29.08
            ],
            [
              -90.39,
              29.12
            ],
            [
              -90.36,
              29.12
            ],
            [
              -90.33,
              29.15
            ],
            [
              -90.33,
              29.17
            ],
            [
              -90.31,
              29.21
            ],
            [
              -90.32,
              29.23
            ],
            [
              -90.31,
              29.24
            ],
            [
              -90.29,
              29.23
            ],
            [
              -90.27,
              29.24
            ],
            [
              -90.28,
              29.26
            ],
            [
              -90.27,
              29.27
            ],
            [
              -90.28,
              29.28
            ],
            [
              -90.28,
              29.31
            ],
            [
              -90.26,
              29.33
            ],
            [
              -90.25,
              29.32
            ],
            [
              -90.23,
              29.32
            ],
            [
              -90.21,
              29.34
            ]
          ]
        ]
      },
      "raw_probability": 0.0592,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "c89e6858f5fa5fd5c42ac54dd146f061cc6b3e09e7b4d9654c81dfd7ef5b160d",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.0592,
        "probability": 0.000742,
        "confidence_lo": 0.000726,
        "confidence_hi": 0.000742,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b73c44376eaa0b9efa1068b64060f1256fafefc9f7da073f9689e691fb042a2b",
        "signature": {
          "alg": "ed25519",
          "sig": "6eba8754a5ba33fd469cd0922770f6e77333a6c5523c1ce4dae9e5bd993413430c1023e6f9099d5dd15b4a274677abfbdc83cd39046c1e7a1285ce7caf42480e"
        }
      },
      "receipt_sha256": "b73c44376eaa0b9efa1068b64060f1256fafefc9f7da073f9689e691fb042a2b"
    },
    {
      "storm_id": "363865",
      "lat": 25.234,
      "lon": -95.608,
      "motion_east": 3.4,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2854.0,
      "ebshear": 6.0,
      "srh01": 2.0,
      "maxllaz": 0.0,
      "mesh": 0.1,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 2.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.5122
        },
        {
          "name": "alignment",
          "value": 2.0937
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0588
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 1.2083274126052856,
        "torsion": 0.0,
        "alignment": 2.0936717987060547,
        "S_field": 0.6483932733535767,
        "Gamma_field": 0.2538008689880371,
        "S_over_Gamma": 2.554732322692871,
        "Da": 15.124438285827637,
        "E_coh": 0.9467237591743469,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -95.66,
              25.27
            ],
            [
              -95.57,
              25.27
            ],
            [
              -95.58,
              25.26
            ],
            [
              -95.58,
              25.22
            ],
            [
              -95.57,
              25.21
            ],
            [
              -95.59,
              25.21
            ],
            [
              -95.6,
              25.2
            ],
            [
              -95.61,
              25.21
            ],
            [
              -95.66,
              25.22
            ],
            [
              -95.66,
              25.27
            ]
          ]
        ]
      },
      "raw_probability": 0.0588,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "244bf299b36abe033d5ed6b7ab1114902808a3d6f78370de26e7318c132f5c86",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.0588,
        "probability": 0.000742,
        "confidence_lo": 0.000726,
        "confidence_hi": 0.000742,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "154df51ac01749fc5064e26b9e77f51dbb450d11a75321d8dbec4eded54d1bd8",
        "signature": {
          "alg": "ed25519",
          "sig": "2a5e628ba7330a9f81788e57ee713b1bfe48cceb098a5c1117d1b7104783f9bfe97bdf051924f4312852628017d8fd150f6188d6ba54f92336726e4aa355dd09"
        }
      },
      "receipt_sha256": "154df51ac01749fc5064e26b9e77f51dbb450d11a75321d8dbec4eded54d1bd8"
    },
    {
      "storm_id": "363886",
      "lat": 25.9785,
      "lon": -79.6787,
      "motion_east": 3.4,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3025.0,
      "ebshear": 9.0,
      "srh01": 0.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.6372
        },
        {
          "name": "alignment",
          "value": 2.52
        },
        {
          "name": "tau",
          "value": 1.9849
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0588
      },
      "coherence_score": 1.984869122505188,
      "coherence_diagnostics": {
        "tau": 1.984869122505188,
        "grad_tau": 1.581205129623413,
        "torsion": 0.0,
        "alignment": 2.5199615955352783,
        "S_field": 1.517503261566162,
        "Gamma_field": 0.2071342021226883,
        "S_over_Gamma": 7.326183795928955,
        "Da": 13.503104209899902,
        "E_coh": 0.9610198736190796,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -79.65,
              26.02
            ],
            [
              -79.64,
              26.02
            ],
            [
              -79.63,
              26.01
            ],
            [
              -79.63,
              26.0
            ],
            [
              -79.64,
              25.99
            ],
            [
              -79.64,
              25.98
            ],
            [
              -79.64,
              25.97
            ],
            [
              -79.64,
              25.96
            ],
            [
              -79.64,
              25.95
            ],
            [
              -79.64,
              25.94
            ],
            [
              -79.64,
              25.93
            ],
            [
              -79.65,
              25.94
            ],
            [
              -79.64,
              25.95
            ],
            [
              -79.64,
              25.96
            ],
            [
              -79.64,
              25.97
            ],
            [
              -79.64,
              25.98
            ],
            [
              -79.65,
              25.99
            ],
            [
              -79.66,
              26.0
            ],
            [
              -79.67,
              26.0
            ],
            [
              -79.68,
              26.0
            ],
            [
              -79.69,
              26.0
            ],
            [
              -79.7,
              26.0
            ],
            [
              -79.71,
              25.99
            ],
            [
              -79.71,
              25.98
            ],
            [
              -79.71,
              25.97
            ],
            [
              -79.71,
              25.96
            ],
            [
              -79.71,
              25.95
            ],
            [
              -79.71,
              25.94
            ],
            [
              -79.71,
              25.93
            ],
            [
              -79.72,
              25.92
            ],
            [
              -79.72,
              25.93
            ],
            [
              -79.72,
              25.94
            ],
            [
              -79.72,
              25.95
            ],
            [
              -79.72,
              25.96
            ],
            [
              -79.72,
              25.97
            ],
            [
              -79.72,
              25.98
            ],
            [
              -79.72,
              25.99
            ],
            [
              -79.72,
              26.0
            ],
            [
              -79.72,
              26.01
            ],
            [
              -79.71,
              26.01
            ],
            [
              -79.7,
              26.01
            ],
            [
              -79.69,
              26.01
            ],
            [
              -79.68,
              26.01
            ],
            [
              -79.67,
              26.01
            ],
            [
              -79.66,
              26.01
            ],
            [
              -79.65,
              26.02
            ]
          ]
        ]
      },
      "raw_probability": 0.0588,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "244bf299b36abe033d5ed6b7ab1114902808a3d6f78370de26e7318c132f5c86",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.0588,
        "probability": 0.000742,
        "confidence_lo": 0.000726,
        "confidence_hi": 0.000742,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "154df51ac01749fc5064e26b9e77f51dbb450d11a75321d8dbec4eded54d1bd8",
        "signature": {
          "alg": "ed25519",
          "sig": "2a5e628ba7330a9f81788e57ee713b1bfe48cceb098a5c1117d1b7104783f9bfe97bdf051924f4312852628017d8fd150f6188d6ba54f92336726e4aa355dd09"
        }
      },
      "receipt_sha256": "154df51ac01749fc5064e26b9e77f51dbb450d11a75321d8dbec4eded54d1bd8"
    },
    {
      "storm_id": "363895",
      "lat": 49.9985,
      "lon": -69.1192,
      "motion_east": 3.4,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 0.0,
      "ebshear": 0.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.2622
        },
        {
          "name": "alignment",
          "value": -3.3437
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0585
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.3297567367553711,
        "torsion": 0.0,
        "alignment": -3.3436717987060547,
        "S_field": 0.11212148517370224,
        "Gamma_field": 0.1746342033147812,
        "S_over_Gamma": 0.6420361995697021,
        "Da": 10.909008026123047,
        "E_coh": 0.6026581525802612,
        "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": [
          [
            [
              -69.13,
              50.04
            ],
            [
              -69.09,
              50.04
            ],
            [
              -69.07,
              50.03
            ],
            [
              -69.07,
              50.01
            ],
            [
              -69.08,
              50.01
            ],
            [
              -69.1,
              49.99
            ],
            [
              -69.1,
              49.96
            ],
            [
              -69.11,
              49.95
            ],
            [
              -69.15,
              49.95
            ],
            [
              -69.17,
              49.96
            ],
            [
              -69.18,
              49.98
            ],
            [
              -69.17,
              50.02
            ],
            [
              -69.13,
              50.04
            ]
          ]
        ]
      },
      "raw_probability": 0.0585,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "3336f323bcf2b6a0298be9b6a13eaf043927444e805cd159583eae657e4d4a02",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.0585,
        "probability": 0.000742,
        "confidence_lo": 0.000726,
        "confidence_hi": 0.000742,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5b76b09737bf9e748f7370039f56fc42e6ff1fc1423eded9291e930c6cc7e7bd",
        "signature": {
          "alg": "ed25519",
          "sig": "63a16edbeb2ba163f29d86e4bf7339a14e233a2e613188e9ca831ddba011a249ac883337d94bf5503e06560e2c8c32461eb119b9ae2d2f14c110dcb34bd45600"
        }
      },
      "receipt_sha256": "5b76b09737bf9e748f7370039f56fc42e6ff1fc1423eded9291e930c6cc7e7bd"
    },
    {
      "storm_id": "363817",
      "lat": 24.6033,
      "lon": -80.0233,
      "motion_east": 4.3,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3822.0,
      "ebshear": 7.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.09,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.0122
        },
        {
          "name": "alignment",
          "value": 1.7187
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.058
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 1.7737292051315308,
        "torsion": 0.0,
        "alignment": 1.7186717987060547,
        "S_field": 0.8739461898803711,
        "Gamma_field": 0.29380089044570923,
        "S_over_Gamma": 2.9746205806732178,
        "Da": 19.29819107055664,
        "E_coh": 0.9507936835289001,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -80.04,
              24.67
            ],
            [
              -79.92,
              24.67
            ],
            [
              -79.92,
              24.61
            ],
            [
              -79.93,
              24.61
            ],
            [
              -79.95,
              24.58
            ],
            [
              -79.99,
              24.58
            ],
            [
              -80.01,
              24.56
            ],
            [
              -80.06,
              24.56
            ],
            [
              -80.07,
              24.55
            ],
            [
              -80.09,
              24.55
            ],
            [
              -80.09,
              24.57
            ],
            [
              -80.07,
              24.59
            ],
            [
              -80.09,
              24.63
            ],
            [
              -80.08,
              24.65
            ],
            [
              -80.04,
              24.67
            ]
          ]
        ]
      },
      "raw_probability": 0.058,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "728bcc7d5c0f3728de3fa536031fbcf46b145647b8a6ef62d1b10c891099f4f1",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.058,
        "probability": 0.000742,
        "confidence_lo": 0.000726,
        "confidence_hi": 0.000742,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "930b4fed4eb1df94d1b77280a60726890405725a43b2441f0140d0a9f4084bb2",
        "signature": {
          "alg": "ed25519",
          "sig": "5e89bed02db8576348aaaa3ef589c992250c1a8a0365fe3d65bae608e45b00bd19543324dee1fb04c43c99ad5e68ff09982cadf91c95951a23fe529272c8aa04"
        }
      },
      "receipt_sha256": "930b4fed4eb1df94d1b77280a60726890405725a43b2441f0140d0a9f4084bb2"
    },
    {
      "storm_id": "363932",
      "lat": 32.8312,
      "lon": -77.6887,
      "motion_east": 3.4,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2676.0,
      "ebshear": 16.0,
      "srh01": 41.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 41.0
        },
        {
          "name": "hrrr_pwat",
          "value": 57.6372
        },
        {
          "name": "alignment",
          "value": 0.3209
        },
        {
          "name": "tau",
          "value": 4.1856
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.058
      },
      "coherence_score": 4.185550689697266,
      "coherence_diagnostics": {
        "tau": 4.185550689697266,
        "grad_tau": 0.45106834173202515,
        "torsion": 0.0,
        "alignment": 0.32090312242507935,
        "S_field": 1.3109705448150635,
        "Gamma_field": 0.16213420033454895,
        "S_over_Gamma": 8.085712432861328,
        "Da": 10.256624221801758,
        "E_coh": 0.9250879883766174,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -77.7,
              32.86
            ],
            [
              -77.64,
              32.86
            ],
            [
              -77.64,
              32.78
            ],
            [
              -77.72,
              32.78
            ],
            [
              -77.7,
              32.82
            ],
            [
              -77.7,
              32.84
            ],
            [
              -77.71,
              32.85
            ],
            [
              -77.7,
              32.86
            ]
          ]
        ]
      },
      "raw_probability": 0.058,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "728bcc7d5c0f3728de3fa536031fbcf46b145647b8a6ef62d1b10c891099f4f1",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.058,
        "probability": 0.000742,
        "confidence_lo": 0.000726,
        "confidence_hi": 0.000742,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "930b4fed4eb1df94d1b77280a60726890405725a43b2441f0140d0a9f4084bb2",
        "signature": {
          "alg": "ed25519",
          "sig": "5e89bed02db8576348aaaa3ef589c992250c1a8a0365fe3d65bae608e45b00bd19543324dee1fb04c43c99ad5e68ff09982cadf91c95951a23fe529272c8aa04"
        }
      },
      "receipt_sha256": "930b4fed4eb1df94d1b77280a60726890405725a43b2441f0140d0a9f4084bb2"
    },
    {
      "storm_id": "363333",
      "lat": 49.9042,
      "lon": -67.7561,
      "motion_east": 3.4,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 0.0,
      "ebshear": 0.0,
      "srh01": 0.0,
      "maxllaz": 0.003,
      "mesh": 0.17,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.0122
        },
        {
          "name": "alignment",
          "value": -4.0937
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0578
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.23295439779758453,
        "torsion": 0.0,
        "alignment": -4.093671798706055,
        "S_field": 0.11596706509590149,
        "Gamma_field": 0.15296752750873566,
        "S_over_Gamma": 0.7581155896186829,
        "Da": 9.498150825500488,
        "E_coh": 0.4420442581176758,
        "singularity_count": 0.0,
        "singularity_conditions_met": 0,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": false
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -67.81,
              50.1
            ],
            [
              -67.78,
              50.1
            ],
            [
              -67.73,
              50.06
            ],
            [
              -67.74,
              50.04
            ],
            [
              -67.74,
              50.0
            ],
            [
              -67.71,
              49.97
            ],
            [
              -67.69,
              49.97
            ],
            [
              -67.65,
              49.93
            ],
            [
              -67.65,
              49.89
            ],
            [
              -67.68,
              49.86
            ],
            [
              -67.68,
              49.84
            ],
            [
              -67.66,
              49.82
            ],
            [
              -67.66,
              49.77
            ],
            [
              -67.67,
              49.76
            ],
            [
              -67.7,
              49.76
            ],
            [
              -67.72,
              49.77
            ],
            [
              -67.77,
              49.82
            ],
            [
              -67.81,
              49.8
            ],
            [
              -67.81,
              49.77
            ],
            [
              -67.86,
              49.77
            ],
            [
              -67.85,
              49.79
            ],
            [
              -67.85,
              49.83
            ],
            [
              -67.84,
              49.84
            ],
            [
              -67.78,
              49.84
            ],
            [
              -67.77,
              49.83
            ],
            [
              -67.75,
              49.84
            ],
            [
              -67.75,
              49.88
            ],
            [
              -67.78,
              49.91
            ],
            [
              -67.78,
              49.99
            ],
            [
              -67.83,
              50.04
            ],
            [
              -67.82,
              50.06
            ],
            [
              -67.82,
              50.09
            ],
            [
              -67.81,
              50.1
            ]
          ]
        ]
      },
      "raw_probability": 0.0578,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "df5cbef70fd1b9fe8558c6efba177d84deb510da431bfc9b0b13694ec3772213",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.0578,
        "probability": 0.000742,
        "confidence_lo": 0.000726,
        "confidence_hi": 0.000742,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9354b23d03816556820060f592c5dd473f694e3ce63b7f9e7c4d08712545a056",
        "signature": {
          "alg": "ed25519",
          "sig": "aa5ab6f597eafd6f3c26513181b7592001cde9bae6b66d278df4d95448289904b399b3e80bb8acf9dc9c33f119ff1e34013778865f5c8dcf5aa6903cf979f305"
        }
      },
      "receipt_sha256": "9354b23d03816556820060f592c5dd473f694e3ce63b7f9e7c4d08712545a056"
    },
    {
      "storm_id": "363322",
      "lat": 29.2308,
      "lon": -90.5338,
      "motion_east": 3.4,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2721.0,
      "ebshear": 9.0,
      "srh01": 42.0,
      "maxllaz": 0.003,
      "mesh": 0.15,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 42.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.5122
        },
        {
          "name": "alignment",
          "value": 0.5258
        },
        {
          "name": "tau",
          "value": 4.1541
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0573
      },
      "coherence_score": 4.154116630554199,
      "coherence_diagnostics": {
        "tau": 4.154116630554199,
        "grad_tau": 0.1967078000307083,
        "torsion": 0.0,
        "alignment": 0.5257823467254639,
        "S_field": 1.2204437255859375,
        "Gamma_field": 0.22630086541175842,
        "S_over_Gamma": 5.393013954162598,
        "Da": 13.249523162841797,
        "E_coh": 0.9721791744232178,
        "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": [
          [
            [
              -90.56,
              29.27
            ],
            [
              -90.5,
              29.27
            ],
            [
              -90.48,
              29.26
            ],
            [
              -90.48,
              29.23
            ],
            [
              -90.47,
              29.21
            ],
            [
              -90.49,
              29.2
            ],
            [
              -90.52,
              29.2
            ],
            [
              -90.53,
              29.19
            ],
            [
              -90.59,
              29.19
            ],
            [
              -90.6,
              29.21
            ],
            [
              -90.58,
              29.24
            ],
            [
              -90.58,
              29.26
            ],
            [
              -90.56,
              29.27
            ]
          ]
        ]
      },
      "raw_probability": 0.0573,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "6d9dca8b50829232fa96eac23041400d38b3aa50e8301df1cdfa866f9fd73812",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.0573,
        "probability": 0.000742,
        "confidence_lo": 0.000726,
        "confidence_hi": 0.000742,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "62e9295d995be0330f28f5c0b4689f0b5462a07e4f91cf78ec1a346a43f7c143",
        "signature": {
          "alg": "ed25519",
          "sig": "9c17d760624453de40b49abe0c032f203e12ccd5b06002063aff6d80c5cdf2c7cf0b365cf2db2ea0c5aabda8fc85779a01364fc7ee0d5c635acfbda1a6106f03"
        }
      },
      "receipt_sha256": "62e9295d995be0330f28f5c0b4689f0b5462a07e4f91cf78ec1a346a43f7c143"
    },
    {
      "storm_id": "363663",
      "lat": 29.9244,
      "lon": -89.4122,
      "motion_east": 3.4,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2470.0,
      "ebshear": 9.0,
      "srh01": 36.0,
      "maxllaz": 0.002,
      "mesh": 0.08,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 36.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.0122
        },
        {
          "name": "alignment",
          "value": 0.0626
        },
        {
          "name": "tau",
          "value": 3.8344
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0573
      },
      "coherence_score": 3.8344240188598633,
      "coherence_diagnostics": {
        "tau": 3.8344240188598633,
        "grad_tau": 0.321760356426239,
        "torsion": 0.0,
        "alignment": 0.0625792145729065,
        "S_field": 1.2478853464126587,
        "Gamma_field": 0.23380085825920105,
        "S_over_Gamma": 5.337385654449463,
        "Da": 13.68558406829834,
        "E_coh": 0.9791426658630371,
        "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": [
          [
            [
              -89.42,
              29.97
            ],
            [
              -89.39,
              29.96
            ],
            [
              -89.37,
              29.94
            ],
            [
              -89.36,
              29.91
            ],
            [
              -89.39,
              29.88
            ],
            [
              -89.44,
              29.87
            ],
            [
              -89.46,
              29.89
            ],
            [
              -89.46,
              29.93
            ],
            [
              -89.42,
              29.97
            ]
          ]
        ]
      },
      "raw_probability": 0.0573,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "6d9dca8b50829232fa96eac23041400d38b3aa50e8301df1cdfa866f9fd73812",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.0573,
        "probability": 0.000742,
        "confidence_lo": 0.000726,
        "confidence_hi": 0.000742,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "62e9295d995be0330f28f5c0b4689f0b5462a07e4f91cf78ec1a346a43f7c143",
        "signature": {
          "alg": "ed25519",
          "sig": "9c17d760624453de40b49abe0c032f203e12ccd5b06002063aff6d80c5cdf2c7cf0b365cf2db2ea0c5aabda8fc85779a01364fc7ee0d5c635acfbda1a6106f03"
        }
      },
      "receipt_sha256": "62e9295d995be0330f28f5c0b4689f0b5462a07e4f91cf78ec1a346a43f7c143"
    },
    {
      "storm_id": "363943",
      "lat": 25.201,
      "lon": -83.192,
      "motion_east": 3.4,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3931.0,
      "ebshear": 8.0,
      "srh01": 23.0,
      "maxllaz": 0.001,
      "mesh": 0.17,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 23.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.2622
        },
        {
          "name": "alignment",
          "value": 0.2812
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.057
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 1.6760430335998535,
        "torsion": 0.0,
        "alignment": 0.2811717987060547,
        "S_field": 1.0272835493087769,
        "Gamma_field": 0.23213419318199158,
        "S_over_Gamma": 4.425386428833008,
        "Da": 15.21091365814209,
        "E_coh": 0.9893230199813843,
        "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": [
          [
            [
              -83.22,
              25.24
            ],
            [
              -83.18,
              25.21
            ],
            [
              -83.16,
              25.21
            ],
            [
              -83.15,
              25.23
            ],
            [
              -83.15,
              25.17
            ],
            [
              -83.16,
              25.16
            ],
            [
              -83.22,
              25.15
            ],
            [
              -83.23,
              25.17
            ],
            [
              -83.23,
              25.23
            ],
            [
              -83.22,
              25.24
            ]
          ]
        ]
      },
      "raw_probability": 0.057,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "b01f6a3ee44adedec4ddfa06f2ac12de33e3c03ae767d1304e1708e1d60fe7ea",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.057,
        "probability": 0.000742,
        "confidence_lo": 0.000726,
        "confidence_hi": 0.000742,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "64bc864da6e1d6fab90ca8a1b55c044e2f7968d7b67c879895a8ecb8ba7e5eeb",
        "signature": {
          "alg": "ed25519",
          "sig": "607dc504265fdd55d7e96e5b1f70c2b03eb65fe225629c5f6fe6a15178df9c2fffd628311c5c4fd7db4ed4d0c8b67564d02b756b0e9768a88427bbb814241c06"
        }
      },
      "receipt_sha256": "64bc864da6e1d6fab90ca8a1b55c044e2f7968d7b67c879895a8ecb8ba7e5eeb"
    },
    {
      "storm_id": "363819",
      "lat": 24.2773,
      "lon": -95.98,
      "motion_east": 3.4,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1437.0,
      "ebshear": 0.0,
      "srh01": 0.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.2622
        },
        {
          "name": "alignment",
          "value": 1.2812
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0569
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.8157568573951721,
        "torsion": 0.0,
        "alignment": 1.2811717987060547,
        "S_field": 0.7085977792739868,
        "Gamma_field": 0.32213419675827026,
        "S_over_Gamma": 2.199697494506836,
        "Da": 19.249488830566406,
        "E_coh": 0.9170631766319275,
        "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": [
          [
            [
              -96.02,
              24.32
            ],
            [
              -96.0,
              24.3
            ],
            [
              -95.96,
              24.32
            ],
            [
              -95.94,
              24.32
            ],
            [
              -95.95,
              24.31
            ],
            [
              -95.95,
              24.25
            ],
            [
              -95.94,
              24.24
            ],
            [
              -95.96,
              24.22
            ],
            [
              -95.98,
              24.22
            ],
            [
              -95.99,
              24.24
            ],
            [
              -95.98,
              24.25
            ],
            [
              -95.98,
              24.27
            ],
            [
              -96.0,
              24.29
            ],
            [
              -96.03,
              24.29
            ],
            [
              -96.02,
              24.32
            ]
          ]
        ]
      },
      "raw_probability": 0.0569,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "1469e6e4f061c16d570546d98c9b0ceb96718c5b9bce45af4fe05272305279b3",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.0569,
        "probability": 0.000742,
        "confidence_lo": 0.000726,
        "confidence_hi": 0.000742,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "da0c454f375280a35e4d75404d7e52289f1b2ce22e83c49e5ebeb703998ac7d3",
        "signature": {
          "alg": "ed25519",
          "sig": "b2ceaf59553cfc954c06bc13a06032e80058b959c8089fb8e540bb624de0fd6f6162f993b93d91fd1efd3c59a1dc018b48d76bfe8934ea3f6b0ce5e983437003"
        }
      },
      "receipt_sha256": "da0c454f375280a35e4d75404d7e52289f1b2ce22e83c49e5ebeb703998ac7d3"
    },
    {
      "storm_id": "363941",
      "lat": 26.225,
      "lon": -83.7258,
      "motion_east": 3.4,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3361.0,
      "ebshear": 9.0,
      "srh01": 13.0,
      "maxllaz": 0.0,
      "mesh": 0.34,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 13.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.6372
        },
        {
          "name": "alignment",
          "value": 0.0144
        },
        {
          "name": "tau",
          "value": 1.7859
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0566
      },
      "coherence_score": 1.7858850955963135,
      "coherence_diagnostics": {
        "tau": 1.7858850955963135,
        "grad_tau": 1.488587737083435,
        "torsion": 0.0,
        "alignment": 0.014425467699766159,
        "S_field": 1.0902752876281738,
        "Gamma_field": 0.22213418781757355,
        "S_over_Gamma": 4.9081830978393555,
        "Da": 13.099076271057129,
        "E_coh": 0.9897380471229553,
        "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": [
          [
            [
              -83.75,
              26.27
            ],
            [
              -83.72,
              26.27
            ],
            [
              -83.72,
              26.26
            ],
            [
              -83.68,
              26.23
            ],
            [
              -83.69,
              26.22
            ],
            [
              -83.69,
              26.16
            ],
            [
              -83.7,
              26.15
            ],
            [
              -83.71,
              26.15
            ],
            [
              -83.77,
              26.22
            ],
            [
              -83.77,
              26.25
            ],
            [
              -83.76,
              26.25
            ],
            [
              -83.75,
              26.27
            ]
          ]
        ]
      },
      "raw_probability": 0.0566,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "40ed0fdb0c42c9d6398f225b5397c65dc16a35d96ff4a806c81dce1494cd6719",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.0566,
        "probability": 0.000742,
        "confidence_lo": 0.000726,
        "confidence_hi": 0.000742,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ba83d2fa5a51be18bf5b03e1b48cecc357843bfbb2d366c8ab949266e0e37382",
        "signature": {
          "alg": "ed25519",
          "sig": "66d9cf51e593b4be8b82c5703fdcea1158c92b44b4f8ee6953f2c324fb2f5bab2235df89cd40adb836725fb11665b182cfc6693d578cbecaa725dfcaf4ea7304"
        }
      },
      "receipt_sha256": "ba83d2fa5a51be18bf5b03e1b48cecc357843bfbb2d366c8ab949266e0e37382"
    },
    {
      "storm_id": "363938",
      "lat": 29.2523,
      "lon": -92.1054,
      "motion_east": 3.4,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2699.0,
      "ebshear": 2.0,
      "srh01": 15.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 15.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.2622
        },
        {
          "name": "alignment",
          "value": -0.7716
        },
        {
          "name": "tau",
          "value": 4.2517
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0562
      },
      "coherence_score": 4.2517008781433105,
      "coherence_diagnostics": {
        "tau": 4.2517008781433105,
        "grad_tau": 0.16911767423152924,
        "torsion": 0.0,
        "alignment": -0.771618664264679,
        "S_field": 1.2710561752319336,
        "Gamma_field": 0.22213418781757355,
        "S_over_Gamma": 5.722019672393799,
        "Da": 13.13209342956543,
        "E_coh": 0.9807823896408081,
        "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": [
          [
            [
              -92.13,
              29.3
            ],
            [
              -92.1,
              29.3
            ],
            [
              -92.11,
              29.26
            ],
            [
              -92.09,
              29.24
            ],
            [
              -92.05,
              29.24
            ],
            [
              -92.04,
              29.22
            ],
            [
              -92.1,
              29.22
            ],
            [
              -92.12,
              29.21
            ],
            [
              -92.13,
              29.22
            ],
            [
              -92.13,
              29.24
            ],
            [
              -92.12,
              29.25
            ],
            [
              -92.12,
              29.28
            ],
            [
              -92.13,
              29.3
            ]
          ]
        ]
      },
      "raw_probability": 0.0562,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "f548c40a96b668a9e85d1b302c6be3c55a34fbe5c9a834ac4af394169efba132",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.0562,
        "probability": 0.000742,
        "confidence_lo": 0.000726,
        "confidence_hi": 0.000742,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e5d9f05d5fae994cd50478e69b8b410e14e56d414ec27686bb0266e16aecd1ae",
        "signature": {
          "alg": "ed25519",
          "sig": "46d25299ac8e938a0980d6c4ecd76b4ec88ed0ea9ebe1df4904eba8ae56811716578d0b941a04900a38b600dd2ad9b53ca9d757997c41715d369e47545c7c10b"
        }
      },
      "receipt_sha256": "e5d9f05d5fae994cd50478e69b8b410e14e56d414ec27686bb0266e16aecd1ae"
    },
    {
      "storm_id": "363814",
      "lat": 25.9673,
      "lon": -79.3273,
      "motion_east": 3.4,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3089.0,
      "ebshear": 9.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.6372
        },
        {
          "name": "alignment",
          "value": 2.52
        },
        {
          "name": "tau",
          "value": 1.9849
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0561
      },
      "coherence_score": 1.984869122505188,
      "coherence_diagnostics": {
        "tau": 1.984869122505188,
        "grad_tau": 1.581205129623413,
        "torsion": 0.0,
        "alignment": 2.5199615955352783,
        "S_field": 1.517503261566162,
        "Gamma_field": 0.2071342021226883,
        "S_over_Gamma": 7.326183795928955,
        "Da": 13.503104209899902,
        "E_coh": 0.9610198736190796,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -79.37,
              25.99
            ],
            [
              -79.35,
              25.98
            ],
            [
              -79.31,
              25.98
            ],
            [
              -79.29,
              25.99
            ],
            [
              -79.28,
              25.98
            ],
            [
              -79.28,
              25.94
            ],
            [
              -79.29,
              25.93
            ],
            [
              -79.3,
              25.94
            ],
            [
              -79.38,
              25.94
            ],
            [
              -79.38,
              25.98
            ],
            [
              -79.37,
              25.99
            ]
          ]
        ]
      },
      "raw_probability": 0.0561,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "40da383cda7607b2b239da9913183ff66d238f00ddaf9154c19f755980bd1df7",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.0561,
        "probability": 0.000742,
        "confidence_lo": 0.000726,
        "confidence_hi": 0.000742,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9d83533a7ac97d2f883e06d0454c72bcadfa2f9490d78673c8cdb55718edd44f",
        "signature": {
          "alg": "ed25519",
          "sig": "686f3b1ec7a6a163bab7006129e6e477c1f174abf8a4e3c830cdfb44182943fb465fba1e650ac4428bfe1894b87cca2f12b26416e69c8adadcd7c61515cd2e08"
        }
      },
      "receipt_sha256": "9d83533a7ac97d2f883e06d0454c72bcadfa2f9490d78673c8cdb55718edd44f"
    },
    {
      "storm_id": "363436",
      "lat": 28.6304,
      "lon": -90.4312,
      "motion_east": 3.4,
      "motion_south": -2.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3345.0,
      "ebshear": 4.0,
      "srh01": 13.0,
      "maxllaz": 0.001,
      "mesh": 0.15,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 13.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.5122
        },
        {
          "name": "alignment",
          "value": 0.5258
        },
        {
          "name": "tau",
          "value": 4.1541
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0556
      },
      "coherence_score": 4.154116630554199,
      "coherence_diagnostics": {
        "tau": 4.154116630554199,
        "grad_tau": 0.1967078000307083,
        "torsion": 0.0,
        "alignment": 0.5257823467254639,
        "S_field": 1.2204437255859375,
        "Gamma_field": 0.22630086541175842,
        "S_over_Gamma": 5.393013954162598,
        "Da": 13.249523162841797,
        "E_coh": 0.9721791744232178,
        "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": [
          [
            [
              -90.34,
              28.69
            ],
            [
              -90.32,
              28.68
            ],
            [
              -90.33,
              28.66
            ],
            [
              -90.32,
              28.62
            ],
            [
              -90.33,
              28.61
            ],
            [
              -90.35,
              28.61
            ],
            [
              -90.36,
              28.6
            ],
            [
              -90.41,
              28.6
            ],
            [
              -90.42,
              28.59
            ],
            [
              -90.45,
              28.59
            ],
            [
              -90.46,
              28.58
            ],
            [
              -90.49,
              28.58
            ],
            [
              -90.5,
              28.57
            ],
            [
              -90.53,
              28.57
            ],
            [
              -90.54,
              28.58
            ],
            [
              -90.54,
              28.6
            ],
            [
              -90.56,
              28.64
            ],
            [
              -90.53,
              28.67
            ],
            [
              -90.51,
              28.67
            ],
            [
              -90.5,
              28.66
            ],
            [
              -90.46,
              28.66
            ],
            [
              -90.44,
              28.65
            ],
            [
              -90.42,
              28.66
            ],
            [
              -90.41,
              28.68
            ],
            [
              -90.35,
              28.68
            ],
            [
              -90.34,
              28.69
            ]
          ]
        ]
      },
      "raw_probability": 0.0556,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "efaf72b363b2f2449fdd7555a6e8788bc13176eeb882c3a90d5179b1ca4f60c1",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.0556,
        "probability": 0.000742,
        "confidence_lo": 0.000726,
        "confidence_hi": 0.000742,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d72d407a367c894a0c140970fda166da3f9840da63b4350c4e54dca5800f393b",
        "signature": {
          "alg": "ed25519",
          "sig": "cee95a3a6cdc450110b3367b7fcfbdfbd2dad0ea3a7a028bd819e24d616f39ca99d66882e66e16644645791da97ac0bb92bd2fe9edae54e0ef5c456fad685707"
        }
      },
      "receipt_sha256": "d72d407a367c894a0c140970fda166da3f9840da63b4350c4e54dca5800f393b"
    },
    {
      "storm_id": "363299",
      "lat": 32.1108,
      "lon": -80.4175,
      "motion_east": 9.1,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3429.0,
      "ebshear": 9.0,
      "srh01": 25.0,
      "maxllaz": 0.004,
      "mesh": 0.23,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 25.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.6372
        },
        {
          "name": "alignment",
          "value": -1.1558
        },
        {
          "name": "tau",
          "value": 3.1209
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0553
      },
      "coherence_score": 3.1208646297454834,
      "coherence_diagnostics": {
        "tau": 3.1208646297454834,
        "grad_tau": 0.5634555816650391,
        "torsion": 0.0,
        "alignment": -1.155841588973999,
        "S_field": 0.6184000968933105,
        "Gamma_field": 0.2946341931819916,
        "S_over_Gamma": 2.098874092102051,
        "Da": 18.721729278564453,
        "E_coh": 0.9512104392051697,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -80.43,
              32.18
            ],
            [
              -80.42,
              32.17
            ],
            [
              -80.38,
              32.17
            ],
            [
              -80.36,
              32.15
            ],
            [
              -80.36,
              32.09
            ],
            [
              -80.37,
              32.07
            ],
            [
              -80.38,
              32.07
            ],
            [
              -80.41,
              32.04
            ],
            [
              -80.47,
              32.04
            ],
            [
              -80.5,
              32.06
            ],
            [
              -80.5,
              32.11
            ],
            [
              -80.43,
              32.18
            ]
          ]
        ]
      },
      "raw_probability": 0.0553,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "3f3385ae2f31461d528352b6747473d53838c46c9b2c5e5167dd1931faca2c04",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.0553,
        "probability": 0.000742,
        "confidence_lo": 0.000726,
        "confidence_hi": 0.000742,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "db5238924990c55a6c9a0bb0eb4e4f540988da7e8c85a4bd41c41ebb0b827ef5",
        "signature": {
          "alg": "ed25519",
          "sig": "c74e02a625d1972a419812d542625f9b13845ad50f86ccacb2d9d98059d683a8ac8f6074733f97cd088af1b1fbcaf415e17cd1d994cf73a3e94a00632e75f90f"
        }
      },
      "receipt_sha256": "db5238924990c55a6c9a0bb0eb4e4f540988da7e8c85a4bd41c41ebb0b827ef5"
    },
    {
      "storm_id": "363908",
      "lat": 34.1287,
      "lon": -75.3512,
      "motion_east": 3.4,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2722.0,
      "ebshear": 8.0,
      "srh01": 45.0,
      "maxllaz": 0.002,
      "mesh": 0.14,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 45.0
        },
        {
          "name": "hrrr_pwat",
          "value": 56.5122
        },
        {
          "name": "alignment",
          "value": 0.4245
        },
        {
          "name": "tau",
          "value": 4.2713
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0552
      },
      "coherence_score": 4.27125883102417,
      "coherence_diagnostics": {
        "tau": 4.27125883102417,
        "grad_tau": 0.6670761704444885,
        "torsion": 0.0,
        "alignment": 0.4244520664215088,
        "S_field": 1.3217883110046387,
        "Gamma_field": 0.18796752393245697,
        "S_over_Gamma": 7.032003402709961,
        "Da": 11.927793502807617,
        "E_coh": 0.9208918213844299,
        "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": [
          [
            [
              -75.35,
              34.17
            ],
            [
              -75.33,
              34.16
            ],
            [
              -75.33,
              34.12
            ],
            [
              -75.31,
              34.08
            ],
            [
              -75.36,
              34.08
            ],
            [
              -75.39,
              34.1
            ],
            [
              -75.39,
              34.15
            ],
            [
              -75.35,
              34.17
            ]
          ]
        ]
      },
      "raw_probability": 0.0552,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "6f6cc5fd96b5332cd04e9a429ac396ed8f9b900fe8219c4205ba98e26e7617ff",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.0552,
        "probability": 0.000742,
        "confidence_lo": 0.000726,
        "confidence_hi": 0.000742,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "97f843f88766e4cbf358897410aebf753ed45bb01bf7a2fbc740fef8410c6920",
        "signature": {
          "alg": "ed25519",
          "sig": "727fb3bd1eb0e2e7a5ec43eb4e2f91a88e6e7da04b647cb69acd913451d86d328297e0956c1a7dbd8c6d72401884dc85f4aded08ead36ec2238b16bdc208bc0c"
        }
      },
      "receipt_sha256": "97f843f88766e4cbf358897410aebf753ed45bb01bf7a2fbc740fef8410c6920"
    },
    {
      "storm_id": "363621",
      "lat": 49.7867,
      "lon": -73.3293,
      "motion_east": 3.4,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 539.0,
      "ebshear": 31.0,
      "srh01": 0.0,
      "maxllaz": 0.0,
      "mesh": 0.19,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.1372
        },
        {
          "name": "alignment",
          "value": -0.2187
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0545
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.4859388768672943,
        "torsion": 0.0,
        "alignment": -0.2186717987060547,
        "S_field": 0.3005639612674713,
        "Gamma_field": 0.1679675281047821,
        "S_over_Gamma": 1.789417028427124,
        "Da": 9.917665481567383,
        "E_coh": 0.7257596850395203,
        "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": [
          [
            [
              -73.34,
              49.85
            ],
            [
              -73.29,
              49.85
            ],
            [
              -73.28,
              49.84
            ],
            [
              -73.28,
              49.81
            ],
            [
              -73.27,
              49.79
            ],
            [
              -73.32,
              49.74
            ],
            [
              -73.32,
              49.72
            ],
            [
              -73.33,
              49.71
            ],
            [
              -73.38,
              49.71
            ],
            [
              -73.35,
              49.74
            ],
            [
              -73.37,
              49.76
            ],
            [
              -73.37,
              49.78
            ],
            [
              -73.35,
              49.81
            ],
            [
              -73.35,
              49.84
            ],
            [
              -73.34,
              49.85
            ]
          ]
        ]
      },
      "raw_probability": 0.0545,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "d94c18a2a2d04360cde615011d9e8130357dfc8bf54fdbeeb8036e84463b3121",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.0545,
        "probability": 0.000742,
        "confidence_lo": 0.000726,
        "confidence_hi": 0.000742,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e71dffcd7490acd762945a47fdd2ae126f68451adc01707aa1c33e536c3fe09c",
        "signature": {
          "alg": "ed25519",
          "sig": "cf510a4f39eb4974e432b12401469f68957163398d59ed31452e5000a7732af69d15c6929de432526a0e77d2367eb9e147fac4ddaebd5b8cd912d3e47a19500f"
        }
      },
      "receipt_sha256": "e71dffcd7490acd762945a47fdd2ae126f68451adc01707aa1c33e536c3fe09c"
    },
    {
      "storm_id": "363622",
      "lat": 49.573,
      "lon": -73.888,
      "motion_east": 3.4,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 834.0,
      "ebshear": 32.0,
      "srh01": 0.0,
      "maxllaz": 0.0,
      "mesh": 0.38,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.1372
        },
        {
          "name": "alignment",
          "value": -0.2187
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0545
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.4859388768672943,
        "torsion": 0.0,
        "alignment": -0.2186717987060547,
        "S_field": 0.3005639612674713,
        "Gamma_field": 0.1679675281047821,
        "S_over_Gamma": 1.789417028427124,
        "Da": 9.917665481567383,
        "E_coh": 0.7257596850395203,
        "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": [
          [
            [
              -73.89,
              49.61
            ],
            [
              -73.87,
              49.61
            ],
            [
              -73.83,
              49.57
            ],
            [
              -73.83,
              49.55
            ],
            [
              -73.85,
              49.53
            ],
            [
              -73.91,
              49.53
            ],
            [
              -73.94,
              49.56
            ],
            [
              -73.94,
              49.58
            ],
            [
              -73.93,
              49.58
            ],
            [
              -73.89,
              49.61
            ]
          ]
        ]
      },
      "raw_probability": 0.0545,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "d94c18a2a2d04360cde615011d9e8130357dfc8bf54fdbeeb8036e84463b3121",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.0545,
        "probability": 0.000742,
        "confidence_lo": 0.000726,
        "confidence_hi": 0.000742,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e71dffcd7490acd762945a47fdd2ae126f68451adc01707aa1c33e536c3fe09c",
        "signature": {
          "alg": "ed25519",
          "sig": "cf510a4f39eb4974e432b12401469f68957163398d59ed31452e5000a7732af69d15c6929de432526a0e77d2367eb9e147fac4ddaebd5b8cd912d3e47a19500f"
        }
      },
      "receipt_sha256": "e71dffcd7490acd762945a47fdd2ae126f68451adc01707aa1c33e536c3fe09c"
    },
    {
      "storm_id": "363821",
      "lat": 49.5763,
      "lon": -73.4887,
      "motion_east": 3.4,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 727.0,
      "ebshear": 31.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.33,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.1372
        },
        {
          "name": "alignment",
          "value": -0.2187
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0545
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.4859388768672943,
        "torsion": 0.0,
        "alignment": -0.2186717987060547,
        "S_field": 0.3005639612674713,
        "Gamma_field": 0.1679675281047821,
        "S_over_Gamma": 1.789417028427124,
        "Da": 9.917665481567383,
        "E_coh": 0.7257596850395203,
        "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": [
          [
            [
              -73.5,
              49.61
            ],
            [
              -73.46,
              49.61
            ],
            [
              -73.46,
              49.55
            ],
            [
              -73.47,
              49.54
            ],
            [
              -73.5,
              49.54
            ],
            [
              -73.51,
              49.55
            ],
            [
              -73.51,
              49.6
            ],
            [
              -73.5,
              49.61
            ]
          ]
        ]
      },
      "raw_probability": 0.0545,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "d94c18a2a2d04360cde615011d9e8130357dfc8bf54fdbeeb8036e84463b3121",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.0545,
        "probability": 0.000742,
        "confidence_lo": 0.000726,
        "confidence_hi": 0.000742,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e71dffcd7490acd762945a47fdd2ae126f68451adc01707aa1c33e536c3fe09c",
        "signature": {
          "alg": "ed25519",
          "sig": "cf510a4f39eb4974e432b12401469f68957163398d59ed31452e5000a7732af69d15c6929de432526a0e77d2367eb9e147fac4ddaebd5b8cd912d3e47a19500f"
        }
      },
      "receipt_sha256": "e71dffcd7490acd762945a47fdd2ae126f68451adc01707aa1c33e536c3fe09c"
    },
    {
      "storm_id": "363195",
      "lat": 50.2138,
      "lon": -68.9357,
      "motion_east": 3.4,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 0.0,
      "ebshear": 0.0,
      "srh01": 0.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.2622
        },
        {
          "name": "alignment",
          "value": -3.3437
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0539
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.3297567367553711,
        "torsion": 0.0,
        "alignment": -3.3436717987060547,
        "S_field": 0.11212148517370224,
        "Gamma_field": 0.1746342033147812,
        "S_over_Gamma": 0.6420361995697021,
        "Da": 10.909008026123047,
        "E_coh": 0.6026581525802612,
        "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": [
          [
            [
              -69.04,
              50.27
            ],
            [
              -68.99,
              50.27
            ],
            [
              -68.96,
              50.24
            ],
            [
              -68.9,
              50.24
            ],
            [
              -68.89,
              50.23
            ],
            [
              -68.85,
              50.24
            ],
            [
              -68.84,
              50.25
            ],
            [
              -68.78,
              50.25
            ],
            [
              -68.78,
              50.19
            ],
            [
              -68.79,
              50.18
            ],
            [
              -68.88,
              50.18
            ],
            [
              -68.89,
              50.17
            ],
            [
              -68.92,
              50.17
            ],
            [
              -68.93,
              50.16
            ],
            [
              -68.99,
              50.16
            ],
            [
              -69.01,
              50.15
            ],
            [
              -69.01,
              50.17
            ],
            [
              -69.05,
              50.2
            ],
            [
              -69.05,
              50.24
            ],
            [
              -69.06,
              50.26
            ],
            [
              -69.04,
              50.27
            ]
          ]
        ]
      },
      "raw_probability": 0.0539,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "35422dd7b9a55421c6363c29cb948c0e12144032ffc4e00ffbcf123fe88732cd",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.0539,
        "probability": 0.000742,
        "confidence_lo": 0.000726,
        "confidence_hi": 0.000742,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d2c1d30e57a91d8047f130bf4c57be8329ed6285a70f0b113429bacbf7827d00",
        "signature": {
          "alg": "ed25519",
          "sig": "b8427a32f3cee73e9dc5002e90ab6ae7c9b7dfcd3b51e6e926f374195d6cc9805577d6f5f575fc122cab134d1dee6bd3adb19126ab989af14667e756c932b101"
        }
      },
      "receipt_sha256": "d2c1d30e57a91d8047f130bf4c57be8329ed6285a70f0b113429bacbf7827d00"
    },
    {
      "storm_id": "363739",
      "lat": 24.495,
      "lon": -80.3305,
      "motion_east": 6.7,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3788.0,
      "ebshear": 7.0,
      "srh01": 1.0,
      "maxllaz": 0.002,
      "mesh": 0.08,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 1.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.0122
        },
        {
          "name": "alignment",
          "value": 1.7187
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0533
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 1.7737292051315308,
        "torsion": 0.0,
        "alignment": 1.7186717987060547,
        "S_field": 0.8739461898803711,
        "Gamma_field": 0.29380089044570923,
        "S_over_Gamma": 2.9746205806732178,
        "Da": 19.29819107055664,
        "E_coh": 0.9507936835289001,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -80.36,
              24.54
            ],
            [
              -80.35,
              24.53
            ],
            [
              -80.33,
              24.54
            ],
            [
              -80.32,
              24.53
            ],
            [
              -80.31,
              24.54
            ],
            [
              -80.23,
              24.54
            ],
            [
              -80.21,
              24.53
            ],
            [
              -80.22,
              24.51
            ],
            [
              -80.22,
              24.46
            ],
            [
              -80.27,
              24.46
            ],
            [
              -80.31,
              24.44
            ],
            [
              -80.32,
              24.42
            ],
            [
              -80.38,
              24.42
            ],
            [
              -80.4,
              24.43
            ],
            [
              -80.41,
              24.44
            ],
            [
              -80.41,
              24.48
            ],
            [
              -80.42,
              24.49
            ],
            [
              -80.41,
              24.53
            ],
            [
              -80.37,
              24.53
            ],
            [
              -80.36,
              24.54
            ]
          ]
        ]
      },
      "raw_probability": 0.0533,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "1d5d1ed824b9b8313b4edf60c8bbba2ea8780dd02094d0d656a9ca022811a774",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.0533,
        "probability": 0.000742,
        "confidence_lo": 0.000726,
        "confidence_hi": 0.000742,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a396c27c457b5a5b89ede73e96ca0398d146410366e782f975c7b9339a615a30",
        "signature": {
          "alg": "ed25519",
          "sig": "5b948b0bb3c2adc3c2a366c90e09d3e5ffa2a0af85050a461dbe19850901b84d0e37babaad865bb57f0b7599890eb64a90c2a1c2f10823dbdf4083f786de800e"
        }
      },
      "receipt_sha256": "a396c27c457b5a5b89ede73e96ca0398d146410366e782f975c7b9339a615a30"
    },
    {
      "storm_id": "363945",
      "lat": 24.8463,
      "lon": -83.4675,
      "motion_east": 3.4,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3853.0,
      "ebshear": 10.0,
      "srh01": 20.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 20.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.2622
        },
        {
          "name": "alignment",
          "value": 0.2812
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0528
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 1.6760430335998535,
        "torsion": 0.0,
        "alignment": 0.2811717987060547,
        "S_field": 1.0272835493087769,
        "Gamma_field": 0.23213419318199158,
        "S_over_Gamma": 4.425386428833008,
        "Da": 15.21091365814209,
        "E_coh": 0.9893230199813843,
        "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": [
          [
            [
              -83.49,
              24.89
            ],
            [
              -83.41,
              24.88
            ],
            [
              -83.44,
              24.88
            ],
            [
              -83.47,
              24.85
            ],
            [
              -83.47,
              24.8
            ],
            [
              -83.48,
              24.79
            ],
            [
              -83.49,
              24.79
            ],
            [
              -83.49,
              24.89
            ]
          ]
        ]
      },
      "raw_probability": 0.0528,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "f80a78642d2aabf40bced54bc9cb1b760b4cb65e098fc72d1a65b98c8983452c",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.0528,
        "probability": 0.000742,
        "confidence_lo": 0.000726,
        "confidence_hi": 0.000742,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3190d7ae1a5750e5969b86190fed77c2b0c8c3a9a0bdcfa43c9ca74aec51ba17",
        "signature": {
          "alg": "ed25519",
          "sig": "f7a2ce1b1cbadf0eea3ca03cecd256e9d116fc24703ebdd08c5400328d5f25f9823e54fdd952c0b8ba0e5af0c9fa33fd1943a35cd4f67fdc8bd3f26b70b75700"
        }
      },
      "receipt_sha256": "3190d7ae1a5750e5969b86190fed77c2b0c8c3a9a0bdcfa43c9ca74aec51ba17"
    },
    {
      "storm_id": "363913",
      "lat": 27.469,
      "lon": -96.505,
      "motion_east": 3.4,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3909.0,
      "ebshear": 5.0,
      "srh01": 2.0,
      "maxllaz": 0.001,
      "mesh": 0.11,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 2.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.1372
        },
        {
          "name": "alignment",
          "value": 3.5228
        },
        {
          "name": "tau",
          "value": 2.0008
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0516
      },
      "coherence_score": 2.0007693767547607,
      "coherence_diagnostics": {
        "tau": 2.0007693767547607,
        "grad_tau": 0.7186185121536255,
        "torsion": 0.0,
        "alignment": 3.522763729095459,
        "S_field": 0.7311100959777832,
        "Gamma_field": 0.3629675507545471,
        "S_over_Gamma": 2.0142574310302734,
        "Da": 21.407535552978516,
        "E_coh": 0.972616970539093,
        "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": [
          [
            [
              -96.53,
              27.48
            ],
            [
              -96.52,
              27.47
            ],
            [
              -96.5,
              27.48
            ],
            [
              -96.5,
              27.5
            ],
            [
              -96.47,
              27.5
            ],
            [
              -96.46,
              27.44
            ],
            [
              -96.5,
              27.44
            ],
            [
              -96.51,
              27.45
            ],
            [
              -96.53,
              27.45
            ],
            [
              -96.53,
              27.48
            ]
          ]
        ]
      },
      "raw_probability": 0.0516,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "8af5e3064b9e4ac1c64146c9e37cfe191d3f7b7bad95d0c19551ac5c91d6e90d",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.0516,
        "probability": 0.000742,
        "confidence_lo": 0.000726,
        "confidence_hi": 0.000742,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4a64d5f46efbc1141928d74c437f950f088750dbc8125a533d1fe9fdaf7c11c9",
        "signature": {
          "alg": "ed25519",
          "sig": "6e0fa3866293a06d76e00f233f84d2aea7328cac05caf8f59a1fd645e1c5d70e6356c3d837100b45ca3b7932c8a1862ba6ba89e12924bad0b7b9bdcc63a55e09"
        }
      },
      "receipt_sha256": "4a64d5f46efbc1141928d74c437f950f088750dbc8125a533d1fe9fdaf7c11c9"
    },
    {
      "storm_id": "363919",
      "lat": 24.091,
      "lon": -81.149,
      "motion_east": 3.4,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3323.0,
      "ebshear": 11.0,
      "srh01": 20.0,
      "maxllaz": 0.001,
      "mesh": 0.16,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 20.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.7622
        },
        {
          "name": "alignment",
          "value": 0.4062
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0511
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 1.562485694885254,
        "torsion": 0.0,
        "alignment": 0.4061717987060547,
        "S_field": 1.019578456878662,
        "Gamma_field": 0.2396342009305954,
        "S_over_Gamma": 4.254728317260742,
        "Da": 15.799619674682617,
        "E_coh": 0.9788587689399719,
        "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": [
          [
            [
              -81.18,
              24.13
            ],
            [
              -81.11,
              24.13
            ],
            [
              -81.11,
              24.1
            ],
            [
              -81.13,
              24.07
            ],
            [
              -81.13,
              24.05
            ],
            [
              -81.16,
              24.05
            ],
            [
              -81.15,
              24.06
            ],
            [
              -81.15,
              24.08
            ],
            [
              -81.19,
              24.11
            ],
            [
              -81.18,
              24.13
            ]
          ]
        ]
      },
      "raw_probability": 0.0511,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "430379c38008d899bb69b3f07c0070d3ad35894fd3f8fbea7f0de189d66789d3",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.0511,
        "probability": 0.000742,
        "confidence_lo": 0.000726,
        "confidence_hi": 0.000742,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e9b8944a350d71763fc9594e453bc82e93aaa632d3b9acbc5a4ca3f010d99c02",
        "signature": {
          "alg": "ed25519",
          "sig": "519caaf20daa9d5798475bfe8751d822d7b9a491dfaf316a2b48aeddd631b71bf8c144833c5d3445e1a1b1f9641d1e55c7965ec2f3935afd31b6036485f64805"
        }
      },
      "receipt_sha256": "e9b8944a350d71763fc9594e453bc82e93aaa632d3b9acbc5a4ca3f010d99c02"
    },
    {
      "storm_id": "363892",
      "lat": 24.2319,
      "lon": -83.6456,
      "motion_east": 3.4,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3582.0,
      "ebshear": 10.0,
      "srh01": 16.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 16.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.3872
        },
        {
          "name": "alignment",
          "value": 0.1562
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0504
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 1.7858850955963135,
        "torsion": 0.0,
        "alignment": 0.1561717987060547,
        "S_field": 1.121545433998108,
        "Gamma_field": 0.23380087316036224,
        "S_over_Gamma": 4.797011375427246,
        "Da": 13.721317291259766,
        "E_coh": 0.9908206462860107,
        "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": [
          [
            [
              -83.61,
              24.28
            ],
            [
              -83.6,
              24.27
            ],
            [
              -83.61,
              24.26
            ],
            [
              -83.6,
              24.25
            ],
            [
              -83.61,
              24.23
            ],
            [
              -83.61,
              24.18
            ],
            [
              -83.62,
              24.19
            ],
            [
              -83.67,
              24.19
            ],
            [
              -83.69,
              24.18
            ],
            [
              -83.69,
              24.19
            ],
            [
              -83.71,
              24.2
            ],
            [
              -83.69,
              24.22
            ],
            [
              -83.69,
              24.25
            ],
            [
              -83.7,
              24.27
            ],
            [
              -83.62,
              24.27
            ],
            [
              -83.61,
              24.28
            ]
          ]
        ]
      },
      "raw_probability": 0.0504,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "a73074cd66cd9d5021f968cf112d15c1762061dfbbdd33cd506cf23fec228b79",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.0504,
        "probability": 0.000742,
        "confidence_lo": 0.000726,
        "confidence_hi": 0.000742,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f15b26c1ec09b4703680b62656454cb1a7d2564ba63d46573b0fc34807ae40f5",
        "signature": {
          "alg": "ed25519",
          "sig": "ced77c0fe4bcbf0e9852810dd686b137d293928f476e2cbcf4b88da4b228ceafea3c633d37d6e9780bc12fb4071003d9eec74621e6175993fa7c40fdff733b03"
        }
      },
      "receipt_sha256": "f15b26c1ec09b4703680b62656454cb1a7d2564ba63d46573b0fc34807ae40f5"
    },
    {
      "storm_id": "363930",
      "lat": 33.6783,
      "lon": -74.8762,
      "motion_east": 3.4,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3009.0,
      "ebshear": 10.0,
      "srh01": 26.0,
      "maxllaz": 0.001,
      "mesh": 0.27,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 26.0
        },
        {
          "name": "hrrr_pwat",
          "value": 57.5122
        },
        {
          "name": "alignment",
          "value": -1.1846
        },
        {
          "name": "tau",
          "value": 4.4279
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0501
      },
      "coherence_score": 4.427921295166016,
      "coherence_diagnostics": {
        "tau": 4.427921295166016,
        "grad_tau": 0.5689404010772705,
        "torsion": 0.0,
        "alignment": -1.1845760345458984,
        "S_field": 1.223088026046753,
        "Gamma_field": 0.197967529296875,
        "S_over_Gamma": 6.178225517272949,
        "Da": 12.628519058227539,
        "E_coh": 0.9383131861686707,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -74.94,
              33.76
            ],
            [
              -74.93,
              33.75
            ],
            [
              -74.92,
              33.76
            ],
            [
              -74.9,
              33.76
            ],
            [
              -74.9,
              33.73
            ],
            [
              -74.88,
              33.72
            ],
            [
              -74.88,
              33.71
            ],
            [
              -74.86,
              33.69
            ],
            [
              -74.85,
              33.69
            ],
            [
              -74.85,
              33.67
            ],
            [
              -74.84,
              33.66
            ],
            [
              -74.83,
              33.66
            ],
            [
              -74.81,
              33.68
            ],
            [
              -74.77,
              33.68
            ],
            [
              -74.77,
              33.6
            ],
            [
              -74.78,
              33.59
            ],
            [
              -74.83,
              33.59
            ],
            [
              -74.86,
              33.61
            ],
            [
              -74.89,
              33.58
            ],
            [
              -74.94,
              33.58
            ],
            [
              -74.96,
              33.61
            ],
            [
              -74.96,
              33.71
            ],
            [
              -74.94,
              33.73
            ],
            [
              -74.94,
              33.76
            ]
          ]
        ]
      },
      "raw_probability": 0.0501,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "8c5c2b5106ad73eabd4da00166ef825c6f8803f1c9c07fdbbfc76d252d408601",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.0501,
        "probability": 0.000742,
        "confidence_lo": 0.000726,
        "confidence_hi": 0.000742,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "96938bb274ca3e1bc0135c2973859d4ae4880cf6a42140192a93368a7e05fec9",
        "signature": {
          "alg": "ed25519",
          "sig": "e90a0d8ec3a3363fe0b6a137d48b63d60dece0e391222e4c4f326f68bf330df65e7c869e81cabc5104fabdc95810cd3d8eb2dea2bde32eef99d1104b2e20ee09"
        }
      },
      "receipt_sha256": "96938bb274ca3e1bc0135c2973859d4ae4880cf6a42140192a93368a7e05fec9"
    },
    {
      "storm_id": "363719",
      "lat": 25.1345,
      "lon": -95.8691,
      "motion_east": 3.4,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2918.0,
      "ebshear": 4.0,
      "srh01": 1.0,
      "maxllaz": 0.0,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 1.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.2622
        },
        {
          "name": "alignment",
          "value": 1.2812
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0499
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.8157568573951721,
        "torsion": 0.0,
        "alignment": 1.2811717987060547,
        "S_field": 0.7085977792739868,
        "Gamma_field": 0.32213419675827026,
        "S_over_Gamma": 2.199697494506836,
        "Da": 19.249488830566406,
        "E_coh": 0.9170631766319275,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -95.9,
              25.18
            ],
            [
              -95.88,
              25.18
            ],
            [
              -95.82,
              25.15
            ],
            [
              -95.83,
              25.14
            ],
            [
              -95.82,
              25.1
            ],
            [
              -95.84,
              25.07
            ],
            [
              -95.86,
              25.09
            ],
            [
              -95.89,
              25.09
            ],
            [
              -95.91,
              25.13
            ],
            [
              -95.91,
              25.17
            ],
            [
              -95.9,
              25.18
            ]
          ]
        ]
      },
      "raw_probability": 0.0499,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "8c41229a5cbca08aaaadc66c172e012968d0f6bf5bb0d7489bc59109fcdb64a6",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.0499,
        "probability": 0.000742,
        "confidence_lo": 0.000726,
        "confidence_hi": 0.000742,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a86797200dc5b516776fb93c6333495c691b312491b5a79063cc112be85201cf",
        "signature": {
          "alg": "ed25519",
          "sig": "5bdacff605658cda1998a65359ca0d120f5dbdb086ac9e202fccf15eb07b45bc2052a57b7e6937eb8d80aee89fcac902df59180e9ba3433bce7fbe0797a8ce02"
        }
      },
      "receipt_sha256": "a86797200dc5b516776fb93c6333495c691b312491b5a79063cc112be85201cf"
    },
    {
      "storm_id": "363672",
      "lat": 24.4877,
      "lon": -80.7723,
      "motion_east": 3.4,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3582.0,
      "ebshear": 9.0,
      "srh01": 4.0,
      "maxllaz": 0.001,
      "mesh": 0.09,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 4.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.0122
        },
        {
          "name": "alignment",
          "value": 1.7187
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0498
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 1.7737292051315308,
        "torsion": 0.0,
        "alignment": 1.7186717987060547,
        "S_field": 0.8739461898803711,
        "Gamma_field": 0.29380089044570923,
        "S_over_Gamma": 2.9746205806732178,
        "Da": 19.29819107055664,
        "E_coh": 0.9507936835289001,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -80.79,
              24.54
            ],
            [
              -80.76,
              24.52
            ],
            [
              -80.71,
              24.53
            ],
            [
              -80.71,
              24.48
            ],
            [
              -80.73,
              24.44
            ],
            [
              -80.75,
              24.42
            ],
            [
              -80.76,
              24.43
            ],
            [
              -80.8,
              24.43
            ],
            [
              -80.82,
              24.46
            ],
            [
              -80.82,
              24.51
            ],
            [
              -80.81,
              24.51
            ],
            [
              -80.79,
              24.53
            ],
            [
              -80.79,
              24.54
            ]
          ]
        ]
      },
      "raw_probability": 0.0498,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "a96dbb2793c6fa8e4d528502717200a3bbc0736de04be8facd865f10315123fc",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.0498,
        "probability": 0.000742,
        "confidence_lo": 0.000726,
        "confidence_hi": 0.000742,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5f1a442a8cc92b31304e4bf1057d0b7c9e78e63e81987402b45166708cbb01b3",
        "signature": {
          "alg": "ed25519",
          "sig": "b185d22495281db357f443f91f5f37407f488517dd711333888ea221d4603ff8cc4c368565f3aa38d94820e9cf4f3dd7271b46e0dfc0ab284d7aa8b20d00a507"
        }
      },
      "receipt_sha256": "5f1a442a8cc92b31304e4bf1057d0b7c9e78e63e81987402b45166708cbb01b3"
    },
    {
      "storm_id": "362167",
      "lat": 48.0814,
      "lon": -66.4843,
      "motion_east": 3.4,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 187.0,
      "ebshear": 11.0,
      "srh01": 61.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 61.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.6372
        },
        {
          "name": "alignment",
          "value": 1.091
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0495
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.14362818002700806,
        "torsion": 0.0,
        "alignment": 1.0910263061523438,
        "S_field": 0.1261492520570755,
        "Gamma_field": 0.27130088210105896,
        "S_over_Gamma": 0.4649791419506073,
        "Da": 17.19772720336914,
        "E_coh": 0.07008455693721771,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 6,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -66.48,
              48.1
            ],
            [
              -66.45,
              48.1
            ],
            [
              -66.45,
              48.04
            ],
            [
              -66.52,
              48.05
            ],
            [
              -66.52,
              48.09
            ],
            [
              -66.49,
              48.09
            ],
            [
              -66.48,
              48.1
            ]
          ]
        ]
      },
      "raw_probability": 0.0495,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "bedb74815070dadc5b280be91396d6c103ac91f392edbd7e8ed9569ccbc30298",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.0495,
        "probability": 0.000742,
        "confidence_lo": 0.000726,
        "confidence_hi": 0.000742,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4de4799af48cb2425351e2fa697f39e3dd718c7f76188e9b9cf04c86d803ee39",
        "signature": {
          "alg": "ed25519",
          "sig": "9c6dd5e1030ff1f900e07d1c4f64c6efe496cb21f85dd0bd136d983ff91e6f44c6ac8797fd7124cec6a0ccb50351a54c2edf033e0b462c5d345e3f92a7cd8609"
        }
      },
      "receipt_sha256": "4de4799af48cb2425351e2fa697f39e3dd718c7f76188e9b9cf04c86d803ee39"
    },
    {
      "storm_id": "363936",
      "lat": 29.3038,
      "lon": -91.821,
      "motion_east": 3.4,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3096.0,
      "ebshear": 4.0,
      "srh01": 19.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 19.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.5122
        },
        {
          "name": "alignment",
          "value": -0.602
        },
        {
          "name": "tau",
          "value": 4.2521
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0495
      },
      "coherence_score": 4.252094268798828,
      "coherence_diagnostics": {
        "tau": 4.252094268798828,
        "grad_tau": 0.055783115327358246,
        "torsion": 0.0,
        "alignment": -0.6019655466079712,
        "S_field": 1.2478548288345337,
        "Gamma_field": 0.2213008552789688,
        "S_over_Gamma": 5.638725757598877,
        "Da": 13.062570571899414,
        "E_coh": 0.9684736132621765,
        "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": [
          [
            [
              -91.8,
              29.37
            ],
            [
              -91.78,
              29.37
            ],
            [
              -91.79,
              29.35
            ],
            [
              -91.78,
              29.34
            ],
            [
              -91.78,
              29.27
            ],
            [
              -91.77,
              29.26
            ],
            [
              -91.78,
              29.25
            ],
            [
              -91.8,
              29.25
            ],
            [
              -91.81,
              29.26
            ],
            [
              -91.85,
              29.26
            ],
            [
              -91.87,
              29.25
            ],
            [
              -91.86,
              29.26
            ],
            [
              -91.87,
              29.28
            ],
            [
              -91.86,
              29.3
            ],
            [
              -91.86,
              29.33
            ],
            [
              -91.85,
              29.33
            ],
            [
              -91.85,
              29.32
            ],
            [
              -91.83,
              29.31
            ],
            [
              -91.82,
              29.32
            ],
            [
              -91.83,
              29.33
            ],
            [
              -91.8,
              29.37
            ]
          ]
        ]
      },
      "raw_probability": 0.0495,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "bedb74815070dadc5b280be91396d6c103ac91f392edbd7e8ed9569ccbc30298",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.0495,
        "probability": 0.000742,
        "confidence_lo": 0.000726,
        "confidence_hi": 0.000742,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4de4799af48cb2425351e2fa697f39e3dd718c7f76188e9b9cf04c86d803ee39",
        "signature": {
          "alg": "ed25519",
          "sig": "9c6dd5e1030ff1f900e07d1c4f64c6efe496cb21f85dd0bd136d983ff91e6f44c6ac8797fd7124cec6a0ccb50351a54c2edf033e0b462c5d345e3f92a7cd8609"
        }
      },
      "receipt_sha256": "4de4799af48cb2425351e2fa697f39e3dd718c7f76188e9b9cf04c86d803ee39"
    },
    {
      "storm_id": "363914",
      "lat": 27.2583,
      "lon": -96.4058,
      "motion_east": 3.4,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3987.0,
      "ebshear": 6.0,
      "srh01": 6.0,
      "maxllaz": 0.001,
      "mesh": 0.08,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 6.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.1372
        },
        {
          "name": "alignment",
          "value": 3.5228
        },
        {
          "name": "tau",
          "value": 2.0008
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0493
      },
      "coherence_score": 2.0007693767547607,
      "coherence_diagnostics": {
        "tau": 2.0007693767547607,
        "grad_tau": 0.7186185121536255,
        "torsion": 0.0,
        "alignment": 3.522763729095459,
        "S_field": 0.7311100959777832,
        "Gamma_field": 0.3629675507545471,
        "S_over_Gamma": 2.0142574310302734,
        "Da": 21.407535552978516,
        "E_coh": 0.972616970539093,
        "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": [
          [
            [
              -96.43,
              27.29
            ],
            [
              -96.36,
              27.29
            ],
            [
              -96.36,
              27.28
            ],
            [
              -96.38,
              27.26
            ],
            [
              -96.37,
              27.25
            ],
            [
              -96.37,
              27.23
            ],
            [
              -96.38,
              27.22
            ],
            [
              -96.47,
              27.22
            ],
            [
              -96.47,
              27.23
            ],
            [
              -96.43,
              27.26
            ],
            [
              -96.42,
              27.28
            ],
            [
              -96.43,
              27.29
            ]
          ]
        ]
      },
      "raw_probability": 0.0493,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "2bfbeaa6d6cc59301ac1d37ea8f2a12763822e20cf9c7241e5382122649ad4b4",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.0493,
        "probability": 0.000742,
        "confidence_lo": 0.000726,
        "confidence_hi": 0.000742,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e9f67f02b553b527cf2cc98ad1e498d4fda38fc3edaa8028970370e51add3012",
        "signature": {
          "alg": "ed25519",
          "sig": "08859d2a1b703101a80d77ec61da0bab6d3fd867d721d728f9d28220005ec38ae98cb9d3e629830aa543486a824fb3094511212a5a53d477f10a1f93ed2df302"
        }
      },
      "receipt_sha256": "e9f67f02b553b527cf2cc98ad1e498d4fda38fc3edaa8028970370e51add3012"
    },
    {
      "storm_id": "363874",
      "lat": 29.7273,
      "lon": -88.042,
      "motion_east": 2.5,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3516.0,
      "ebshear": 10.0,
      "srh01": 9.0,
      "maxllaz": 0.001,
      "mesh": 0.03,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 9.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.7622
        },
        {
          "name": "alignment",
          "value": -1.1887
        },
        {
          "name": "tau",
          "value": 3.7369
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0492
      },
      "coherence_score": 3.7369449138641357,
      "coherence_diagnostics": {
        "tau": 3.7369449138641357,
        "grad_tau": 0.5280263423919678,
        "torsion": 0.0,
        "alignment": -1.1887092590332031,
        "S_field": 1.2076495885849,
        "Gamma_field": 0.2329675257205963,
        "S_over_Gamma": 5.183767795562744,
        "Da": 14.961865425109863,
        "E_coh": 0.980511486530304,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -88.04,
              29.78
            ],
            [
              -88.03,
              29.77
            ],
            [
              -87.99,
              29.77
            ],
            [
              -87.99,
              29.74
            ],
            [
              -87.98,
              29.72
            ],
            [
              -87.99,
              29.71
            ],
            [
              -88.03,
              29.71
            ],
            [
              -88.04,
              29.7
            ],
            [
              -88.06,
              29.7
            ],
            [
              -88.1,
              29.68
            ],
            [
              -88.1,
              29.7
            ],
            [
              -88.09,
              29.69
            ],
            [
              -88.08,
              29.7
            ],
            [
              -88.07,
              29.76
            ],
            [
              -88.04,
              29.78
            ]
          ]
        ]
      },
      "raw_probability": 0.0492,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "36fb9f10b4d50759dd4d991467968500dcbd2d1d8494fe8d9937eb29e4f1a031",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.0492,
        "probability": 0.000742,
        "confidence_lo": 0.000726,
        "confidence_hi": 0.000742,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "091570b1ffc6dc5e3b3a92bcaecd613a625625a1eea6d437dd5c9ebae5933564",
        "signature": {
          "alg": "ed25519",
          "sig": "4778d187f72a400b8406e082c9f8589bf766f2c0bfc0e63fe63b43d631559ed3c742003a7032ffc1dd5be761e19fe367df3abcd8f16dd3dd80ec4b747dddd20e"
        }
      },
      "receipt_sha256": "091570b1ffc6dc5e3b3a92bcaecd613a625625a1eea6d437dd5c9ebae5933564"
    },
    {
      "storm_id": "363774",
      "lat": 25.813,
      "lon": -82.3468,
      "motion_east": 2.9,
      "motion_south": -2.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3458.0,
      "ebshear": 12.0,
      "srh01": 46.0,
      "maxllaz": 0.001,
      "mesh": 0.16,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 46.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.7622
        },
        {
          "name": "alignment",
          "value": 0.5319
        },
        {
          "name": "tau",
          "value": 1.588
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0489
      },
      "coherence_score": 1.588004231452942,
      "coherence_diagnostics": {
        "tau": 1.588004231452942,
        "grad_tau": 1.3484487533569336,
        "torsion": 0.0,
        "alignment": 0.5319018959999084,
        "S_field": 0.8124902844429016,
        "Gamma_field": 0.24546752870082855,
        "S_over_Gamma": 3.3099706172943115,
        "Da": 15.752669334411621,
        "E_coh": 0.9723269939422607,
        "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": [
          [
            [
              -82.54,
              25.89
            ],
            [
              -82.51,
              25.89
            ],
            [
              -82.5,
              25.88
            ],
            [
              -82.34,
              25.89
            ],
            [
              -82.3,
              25.86
            ],
            [
              -82.24,
              25.86
            ],
            [
              -82.23,
              25.85
            ],
            [
              -82.18,
              25.84
            ],
            [
              -82.12,
              25.81
            ],
            [
              -82.11,
              25.82
            ],
            [
              -82.09,
              25.81
            ],
            [
              -82.05,
              25.81
            ],
            [
              -82.09,
              25.79
            ],
            [
              -82.08,
              25.78
            ],
            [
              -82.1,
              25.76
            ],
            [
              -82.09,
              25.74
            ],
            [
              -82.11,
              25.72
            ],
            [
              -82.15,
              25.72
            ],
            [
              -82.16,
              25.73
            ],
            [
              -82.18,
              25.73
            ],
            [
              -82.2,
              25.75
            ],
            [
              -82.26,
              25.75
            ],
            [
              -82.28,
              25.76
            ],
            [
              -82.33,
              25.81
            ],
            [
              -82.35,
              25.8
            ],
            [
              -82.41,
              25.8
            ],
            [
              -82.42,
              25.79
            ],
            [
              -82.47,
              25.79
            ],
            [
              -82.48,
              25.8
            ],
            [
              -82.57,
              25.8
            ],
            [
              -82.58,
              25.79
            ],
            [
              -82.6,
              25.8
            ],
            [
              -82.61,
              25.81
            ],
            [
              -82.61,
              25.84
            ],
            [
              -82.63,
              25.86
            ],
            [
              -82.62,
              25.87
            ],
            [
              -82.6,
              25.87
            ],
            [
              -82.59,
              25.88
            ],
            [
              -82.55,
              25.88
            ],
            [
              -82.54,
              25.89
            ]
          ]
        ]
      },
      "raw_probability": 0.0489,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "089e124b5e00253026a88b104acd051f0230ff636ac1dd4bef3ec454d8f7c24f",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.0489,
        "probability": 0.000742,
        "confidence_lo": 0.000726,
        "confidence_hi": 0.000742,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "11914c77e18f76eb3754e1137a8ff144ea50fba6941591fb6fdf1e5146ae26de",
        "signature": {
          "alg": "ed25519",
          "sig": "93918eb6af2d1c8dff3dbb0971e1612a309238dff4d4b873b3826ccc390fe64fbbfec8ec2ff2cf43b7d081b69e5c7105433a9f2f3ea9107bb8bc7cf6fbc91b03"
        }
      },
      "receipt_sha256": "11914c77e18f76eb3754e1137a8ff144ea50fba6941591fb6fdf1e5146ae26de"
    },
    {
      "storm_id": "363239",
      "lat": 25.3933,
      "lon": -79.6756,
      "motion_east": 3.4,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3127.0,
      "ebshear": 8.0,
      "srh01": 1.0,
      "maxllaz": 0.002,
      "mesh": 0.12,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 1.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.6372
        },
        {
          "name": "alignment",
          "value": 2.4687
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0488
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 1.984869122505188,
        "torsion": 0.0,
        "alignment": 2.4686717987060547,
        "S_field": 1.2856974601745605,
        "Gamma_field": 0.22130087018013,
        "S_over_Gamma": 5.809726238250732,
        "Da": 13.390124320983887,
        "E_coh": 0.953188955783844,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -79.67,
              25.43
            ],
            [
              -79.63,
              25.43
            ],
            [
              -79.63,
              25.41
            ],
            [
              -79.66,
              25.35
            ],
            [
              -79.68,
              25.36
            ],
            [
              -79.71,
              25.36
            ],
            [
              -79.72,
              25.37
            ],
            [
              -79.71,
              25.4
            ],
            [
              -79.67,
              25.43
            ]
          ]
        ]
      },
      "raw_probability": 0.0488,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "5f3eae09c899d9dfbdc31362943b754d0e9d07f9aaf452eb38d22704d5cbe80a",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.0488,
        "probability": 0.000742,
        "confidence_lo": 0.000726,
        "confidence_hi": 0.000742,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b5e99da883d485dc3658df945f88a4a9e3f1856e6d800a837394f5405b32da32",
        "signature": {
          "alg": "ed25519",
          "sig": "a11ba136d68383d47aea3028e5d010358475bdb4eb84a6d4f77184e1ebcca6950e494596040bfbb02d5bb749dc96ac94771322fc9d9fafac7e2b6bec1aed630c"
        }
      },
      "receipt_sha256": "b5e99da883d485dc3658df945f88a4a9e3f1856e6d800a837394f5405b32da32"
    },
    {
      "storm_id": "363883",
      "lat": 28.719,
      "lon": -90.184,
      "motion_east": 3.4,
      "motion_south": -1.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3208.0,
      "ebshear": 5.0,
      "srh01": 16.0,
      "maxllaz": 0.001,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 16.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.2622
        },
        {
          "name": "alignment",
          "value": 0.1161
        },
        {
          "name": "tau",
          "value": 3.8612
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0481
      },
      "coherence_score": 3.8611974716186523,
      "coherence_diagnostics": {
        "tau": 3.8611974716186523,
        "grad_tau": 0.14170025289058685,
        "torsion": 0.0,
        "alignment": 0.11611682176589966,
        "S_field": 0.6469458341598511,
        "Gamma_field": 0.3346342146396637,
        "S_over_Gamma": 1.9332925081253052,
        "Da": 19.583965301513672,
        "E_coh": 0.9495521187782288,
        "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": [
          [
            [
              -90.2,
              28.76
            ],
            [
              -90.14,
              28.75
            ],
            [
              -90.13,
              28.74
            ],
            [
              -90.13,
              28.67
            ],
            [
              -90.18,
              28.66
            ],
            [
              -90.21,
              28.68
            ],
            [
              -90.2,
              28.69
            ],
            [
              -90.23,
              28.73
            ],
            [
              -90.22,
              28.75
            ],
            [
              -90.2,
              28.76
            ]
          ]
        ]
      },
      "raw_probability": 0.0481,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "dc0022546362bc1b96191e741c9abcd629748edc6b8167ae9e243c83ab17b7e6",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.0481,
        "probability": 0.000742,
        "confidence_lo": 0.000726,
        "confidence_hi": 0.000742,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "040b606ffc1c7a0a66c1ed46dd97362c585fbc96b7808e8e8112a29c5f0b78ae",
        "signature": {
          "alg": "ed25519",
          "sig": "133356f6b9846d7b41c95664f1db5341967ffbc5990d53368d598ea03010d50a85cdf53fdd2b5cfcc1f664ea1864a3f9290eb98430ba344f7fedc1b4a3727904"
        }
      },
      "receipt_sha256": "040b606ffc1c7a0a66c1ed46dd97362c585fbc96b7808e8e8112a29c5f0b78ae"
    },
    {
      "storm_id": "363940",
      "lat": 27.4094,
      "lon": -80.3506,
      "motion_east": 3.4,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3920.0,
      "ebshear": 8.0,
      "srh01": 0.0,
      "maxllaz": 0.002,
      "mesh": 0.1,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.8872
        },
        {
          "name": "alignment",
          "value": 2.6029
        },
        {
          "name": "tau",
          "value": 3.646
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.048
      },
      "coherence_score": 3.645994186401367,
      "coherence_diagnostics": {
        "tau": 3.645994186401367,
        "grad_tau": 0.582322359085083,
        "torsion": 0.0,
        "alignment": 2.6029398441314697,
        "S_field": 1.157097339630127,
        "Gamma_field": 0.21296752989292145,
        "S_over_Gamma": 5.4332098960876465,
        "Da": 13.46007251739502,
        "E_coh": 0.9194390773773193,
        "singularity_count": 4.0,
        "singularity_conditions_met": 4,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -80.33,
              27.46
            ],
            [
              -80.32,
              27.46
            ],
            [
              -80.31,
              27.44
            ],
            [
              -80.32,
              27.43
            ],
            [
              -80.31,
              27.41
            ],
            [
              -80.32,
              27.4
            ],
            [
              -80.32,
              27.35
            ],
            [
              -80.33,
              27.34
            ],
            [
              -80.4,
              27.34
            ],
            [
              -80.41,
              27.35
            ],
            [
              -80.41,
              27.39
            ],
            [
              -80.42,
              27.4
            ],
            [
              -80.4,
              27.44
            ],
            [
              -80.36,
              27.43
            ],
            [
              -80.32,
              27.45
            ],
            [
              -80.33,
              27.46
            ]
          ]
        ]
      },
      "raw_probability": 0.048,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "03cef8172d1e5f93cd5c181ed53053fb3291fc5a0e73e93c956a2b7e290a2c1a",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.048,
        "probability": 0.000742,
        "confidence_lo": 0.000726,
        "confidence_hi": 0.000742,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "fca860aa44a89aea227f17cad1537e59a3a5f7f8a8650c1abb4c11ed2d9f71e6",
        "signature": {
          "alg": "ed25519",
          "sig": "4114acd866aa3b6919c47b847acd5fface2dfaec35348bc1df83ae53ad094e41294d9a02d7cd9f91efaf08430b9812b162b696303057f0bc3789ace77f15c002"
        }
      },
      "receipt_sha256": "fca860aa44a89aea227f17cad1537e59a3a5f7f8a8650c1abb4c11ed2d9f71e6"
    },
    {
      "storm_id": "363742",
      "lat": 50.8133,
      "lon": -71.7044,
      "motion_east": 3.4,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 0.0,
      "ebshear": 0.0,
      "srh01": 0.0,
      "maxllaz": 0.0,
      "mesh": 0.11,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 30.5122
        },
        {
          "name": "alignment",
          "value": -1.7187
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0479
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.511989414691925,
        "torsion": 0.0,
        "alignment": -1.7186717987060547,
        "S_field": 0.1940344274044037,
        "Gamma_field": 0.4179675281047821,
        "S_over_Gamma": 0.46423324942588806,
        "Da": 24.536773681640625,
        "E_coh": 0.536775529384613,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -71.72,
              50.84
            ],
            [
              -71.69,
              50.84
            ],
            [
              -71.67,
              50.83
            ],
            [
              -71.67,
              50.79
            ],
            [
              -71.69,
              50.78
            ],
            [
              -71.72,
              50.78
            ],
            [
              -71.73,
              50.79
            ],
            [
              -71.73,
              50.83
            ],
            [
              -71.72,
              50.84
            ]
          ]
        ]
      },
      "raw_probability": 0.0479,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "b8eca5d2497b6797fd56e67a1dcdd96f4ec8fcf4ac661975d5e9039f0b1b947e",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.0479,
        "probability": 0.000742,
        "confidence_lo": 0.000726,
        "confidence_hi": 0.000742,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e5577627d55c9d9e0a3571b73562ec593aa2bd5863f8a6dd6a9b87ab4a08d1c2",
        "signature": {
          "alg": "ed25519",
          "sig": "3c73eb2028f3c05f880cadbefe5a38b7f35a2b6d965d10d10692e61da6cab463a657f9ad96faf8874f63d16b5bf6913d5cf0591a810476803b55732927960b0c"
        }
      },
      "receipt_sha256": "e5577627d55c9d9e0a3571b73562ec593aa2bd5863f8a6dd6a9b87ab4a08d1c2"
    },
    {
      "storm_id": "363778",
      "lat": 24.445,
      "lon": -97.281,
      "motion_east": 3.4,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2967.0,
      "ebshear": 4.0,
      "srh01": 9.0,
      "maxllaz": 0.001,
      "mesh": 0.2,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 9.0
        },
        {
          "name": "hrrr_pwat",
          "value": 20.1372
        },
        {
          "name": "alignment",
          "value": 2.2187
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0477
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.5425382852554321,
        "torsion": 0.0,
        "alignment": 2.2186717987060547,
        "S_field": 0.09178768843412399,
        "Gamma_field": 0.16630086302757263,
        "S_over_Gamma": 0.5519375205039978,
        "Da": 10.289044380187988,
        "E_coh": 0.6605278253555298,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -97.27,
              24.48
            ],
            [
              -97.26,
              24.46
            ],
            [
              -97.26,
              24.43
            ],
            [
              -97.24,
              24.41
            ],
            [
              -97.25,
              24.4
            ],
            [
              -97.33,
              24.4
            ],
            [
              -97.33,
              24.45
            ],
            [
              -97.31,
              24.47
            ],
            [
              -97.29,
              24.47
            ],
            [
              -97.27,
              24.48
            ]
          ]
        ]
      },
      "raw_probability": 0.0477,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "b8f34c3ce5015f04ff6430c251842173606e4dbe6eb7573ffd8c06314a5cf221",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.0477,
        "probability": 0.000742,
        "confidence_lo": 0.000726,
        "confidence_hi": 0.000742,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "318826844d71988a8f6b73a614d73c7998431c9172c722e16d29e02703bfab4e",
        "signature": {
          "alg": "ed25519",
          "sig": "12d433481e6b1c31bd1b493e7dba463e18e187536fcf5c4575871b3e2203383e8ce79ff6745d709093c57437b30b59b9c784dd06e2aa2dde35d33bddba207809"
        }
      },
      "receipt_sha256": "318826844d71988a8f6b73a614d73c7998431c9172c722e16d29e02703bfab4e"
    },
    {
      "storm_id": "363518",
      "lat": 24.358,
      "lon": -79.7093,
      "motion_east": 3.4,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3807.0,
      "ebshear": 8.0,
      "srh01": 0.0,
      "maxllaz": 0.002,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.6372
        },
        {
          "name": "alignment",
          "value": 2.4687
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0463
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 1.984869122505188,
        "torsion": 0.0,
        "alignment": 2.4686717987060547,
        "S_field": 1.2856974601745605,
        "Gamma_field": 0.22130087018013,
        "S_over_Gamma": 5.809726238250732,
        "Da": 13.390124320983887,
        "E_coh": 0.953188955783844,
        "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": [
          [
            [
              -79.73,
              24.4
            ],
            [
              -79.72,
              24.39
            ],
            [
              -79.71,
              24.4
            ],
            [
              -79.69,
              24.39
            ],
            [
              -79.66,
              24.39
            ],
            [
              -79.67,
              24.38
            ],
            [
              -79.67,
              24.33
            ],
            [
              -79.68,
              24.32
            ],
            [
              -79.7,
              24.32
            ],
            [
              -79.71,
              24.31
            ],
            [
              -79.73,
              24.31
            ],
            [
              -79.74,
              24.32
            ],
            [
              -79.75,
              24.34
            ],
            [
              -79.75,
              24.37
            ],
            [
              -79.73,
              24.4
            ]
          ]
        ]
      },
      "raw_probability": 0.0463,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "0353374d8a53997c2496c56e8cecef1c4936ab8f052c484f0380f9f19271a6d4",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.0463,
        "probability": 0.000742,
        "confidence_lo": 0.000726,
        "confidence_hi": 0.000742,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c1deff173e7a5076c8fdd7cd6f3a0694893416afd59e030a63d50bfc29771965",
        "signature": {
          "alg": "ed25519",
          "sig": "005a652eeda84a2c94752e585f8b8c56bdfb6acc20db419a733ad3ea831f682b71dfd044eef91fe2d2a3da821b2656fc8f97c9509acd5176ca8f029d993c8602"
        }
      },
      "receipt_sha256": "c1deff173e7a5076c8fdd7cd6f3a0694893416afd59e030a63d50bfc29771965"
    },
    {
      "storm_id": "363915",
      "lat": 26.5887,
      "lon": -83.6396,
      "motion_east": 3.4,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3044.0,
      "ebshear": 10.0,
      "srh01": 11.0,
      "maxllaz": 0.001,
      "mesh": 0.14,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 11.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.1372
        },
        {
          "name": "alignment",
          "value": 0.3328
        },
        {
          "name": "tau",
          "value": 2.7927
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0463
      },
      "coherence_score": 2.7927465438842773,
      "coherence_diagnostics": {
        "tau": 2.7927465438842773,
        "grad_tau": 0.9487658143043518,
        "torsion": 0.0,
        "alignment": 0.33284929394721985,
        "S_field": 0.8758178353309631,
        "Gamma_field": 0.23130086064338684,
        "S_over_Gamma": 3.786487579345703,
        "Da": 13.638543128967285,
        "E_coh": 0.9844459891319275,
        "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": [
          [
            [
              -83.69,
              26.65
            ],
            [
              -83.68,
              26.65
            ],
            [
              -83.64,
              26.62
            ],
            [
              -83.59,
              26.62
            ],
            [
              -83.59,
              26.61
            ],
            [
              -83.62,
              26.61
            ],
            [
              -83.64,
              26.59
            ],
            [
              -83.62,
              26.57
            ],
            [
              -83.6,
              26.57
            ],
            [
              -83.59,
              26.58
            ],
            [
              -83.58,
              26.57
            ],
            [
              -83.58,
              26.53
            ],
            [
              -83.61,
              26.56
            ],
            [
              -83.62,
              26.56
            ],
            [
              -83.63,
              26.54
            ],
            [
              -83.66,
              26.54
            ],
            [
              -83.66,
              26.55
            ],
            [
              -83.68,
              26.57
            ],
            [
              -83.69,
              26.57
            ],
            [
              -83.69,
              26.59
            ],
            [
              -83.68,
              26.6
            ],
            [
              -83.68,
              26.64
            ],
            [
              -83.69,
              26.65
            ]
          ]
        ]
      },
      "raw_probability": 0.0463,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "0353374d8a53997c2496c56e8cecef1c4936ab8f052c484f0380f9f19271a6d4",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.0463,
        "probability": 0.000742,
        "confidence_lo": 0.000726,
        "confidence_hi": 0.000742,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c1deff173e7a5076c8fdd7cd6f3a0694893416afd59e030a63d50bfc29771965",
        "signature": {
          "alg": "ed25519",
          "sig": "005a652eeda84a2c94752e585f8b8c56bdfb6acc20db419a733ad3ea831f682b71dfd044eef91fe2d2a3da821b2656fc8f97c9509acd5176ca8f029d993c8602"
        }
      },
      "receipt_sha256": "c1deff173e7a5076c8fdd7cd6f3a0694893416afd59e030a63d50bfc29771965"
    },
    {
      "storm_id": "363934",
      "lat": 29.7923,
      "lon": -89.0013,
      "motion_east": 3.4,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4035.0,
      "ebshear": 10.0,
      "srh01": 19.0,
      "maxllaz": 0.001,
      "mesh": 0.12,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 19.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.3872
        },
        {
          "name": "alignment",
          "value": -1.1731
        },
        {
          "name": "tau",
          "value": 3.6734
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0458
      },
      "coherence_score": 3.673375368118286,
      "coherence_diagnostics": {
        "tau": 3.673375368118286,
        "grad_tau": 0.4394594430923462,
        "torsion": 0.0,
        "alignment": -1.1730595827102661,
        "S_field": 1.0266053676605225,
        "Gamma_field": 0.24963419139385223,
        "S_over_Gamma": 4.112439155578613,
        "Da": 14.718382835388184,
        "E_coh": 0.9742640256881714,
        "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": [
          [
            [
              -88.96,
              29.85
            ],
            [
              -88.96,
              29.84
            ],
            [
              -88.96,
              29.83
            ],
            [
              -88.96,
              29.82
            ],
            [
              -88.96,
              29.81
            ],
            [
              -88.96,
              29.8
            ],
            [
              -88.96,
              29.79
            ],
            [
              -88.96,
              29.78
            ],
            [
              -88.97,
              29.77
            ],
            [
              -88.97,
              29.76
            ],
            [
              -88.98,
              29.75
            ],
            [
              -88.99,
              29.75
            ],
            [
              -89.0,
              29.75
            ],
            [
              -89.01,
              29.75
            ],
            [
              -89.02,
              29.74
            ],
            [
              -89.03,
              29.74
            ],
            [
              -89.04,
              29.74
            ],
            [
              -89.05,
              29.75
            ],
            [
              -89.04,
              29.76
            ],
            [
              -89.04,
              29.77
            ],
            [
              -89.04,
              29.78
            ],
            [
              -89.04,
              29.79
            ],
            [
              -89.03,
              29.8
            ],
            [
              -89.04,
              29.81
            ],
            [
              -89.04,
              29.82
            ],
            [
              -89.03,
              29.82
            ],
            [
              -89.03,
              29.81
            ],
            [
              -89.03,
              29.8
            ],
            [
              -89.03,
              29.79
            ],
            [
              -89.02,
              29.78
            ],
            [
              -89.01,
              29.78
            ],
            [
              -89.0,
              29.79
            ],
            [
              -88.99,
              29.8
            ],
            [
              -89.0,
              29.81
            ],
            [
              -89.0,
              29.82
            ],
            [
              -88.99,
              29.83
            ],
            [
              -88.98,
              29.83
            ],
            [
              -88.97,
              29.84
            ],
            [
              -88.96,
              29.85
            ]
          ]
        ]
      },
      "raw_probability": 0.0458,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "8fa22fda17e54b5dca3f6619e2c25d35bac2f1adf3179501342b87b820fd858f",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.0458,
        "probability": 0.000742,
        "confidence_lo": 0.000726,
        "confidence_hi": 0.000742,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c70b2e699250292b99b33267127f511f5e98a46afccc222760f85960110ecfc5",
        "signature": {
          "alg": "ed25519",
          "sig": "60fcac7e7172376206486e5f32f7ed414a0b71362c7542470ae16fec4d5687ddae5c345ad15f5c4554d95fef91c48cc28d5e5373e4ffad880c97e7f4543bae0b"
        }
      },
      "receipt_sha256": "c70b2e699250292b99b33267127f511f5e98a46afccc222760f85960110ecfc5"
    },
    {
      "storm_id": "363795",
      "lat": 28.5789,
      "lon": -89.5983,
      "motion_east": 3.4,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3484.0,
      "ebshear": 9.0,
      "srh01": 26.0,
      "maxllaz": 0.001,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 26.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.6372
        },
        {
          "name": "alignment",
          "value": -0.2602
        },
        {
          "name": "tau",
          "value": 3.9507
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0455
      },
      "coherence_score": 3.950655221939087,
      "coherence_diagnostics": {
        "tau": 3.950655221939087,
        "grad_tau": 0.16698898375034332,
        "torsion": 0.0,
        "alignment": -0.26020073890686035,
        "S_field": 1.1725836992263794,
        "Gamma_field": 0.24130086600780487,
        "S_over_Gamma": 4.859426021575928,
        "Da": 13.929666519165039,
        "E_coh": 0.97943514585495,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -89.57,
              28.65
            ],
            [
              -89.51,
              28.65
            ],
            [
              -89.51,
              28.59
            ],
            [
              -89.53,
              28.57
            ],
            [
              -89.53,
              28.56
            ],
            [
              -89.56,
              28.56
            ],
            [
              -89.59,
              28.54
            ],
            [
              -89.65,
              28.54
            ],
            [
              -89.66,
              28.53
            ],
            [
              -89.7,
              28.53
            ],
            [
              -89.66,
              28.56
            ],
            [
              -89.65,
              28.55
            ],
            [
              -89.63,
              28.55
            ],
            [
              -89.61,
              28.57
            ],
            [
              -89.61,
              28.6
            ],
            [
              -89.62,
              28.61
            ],
            [
              -89.61,
              28.61
            ],
            [
              -89.57,
              28.65
            ]
          ]
        ]
      },
      "raw_probability": 0.0455,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "c50fbf592daea3965c29af2017b66f3ab2960dedb82c97c0a7778c93a0ad8fc9",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.0455,
        "probability": 0.000742,
        "confidence_lo": 0.000726,
        "confidence_hi": 0.000742,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e515bca64b4aa3c21d6b66a961f7528405d3c939e4220d6e160ef89f95a3d4a4",
        "signature": {
          "alg": "ed25519",
          "sig": "08a88d04e3244498893a1600060efd62673baeba3e97a6790796263c02fed2c0ae1cce73024f615f2c2b56281da893961e55add7710f7d2406099c82cd4d590d"
        }
      },
      "receipt_sha256": "e515bca64b4aa3c21d6b66a961f7528405d3c939e4220d6e160ef89f95a3d4a4"
    },
    {
      "storm_id": "363662",
      "lat": 29.9757,
      "lon": -88.2526,
      "motion_east": 2.4,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3965.0,
      "ebshear": 12.0,
      "srh01": 22.0,
      "maxllaz": 0.004,
      "mesh": 0.28,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 22.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.7622
        },
        {
          "name": "alignment",
          "value": -1.1887
        },
        {
          "name": "tau",
          "value": 3.7369
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.045
      },
      "coherence_score": 3.7369449138641357,
      "coherence_diagnostics": {
        "tau": 3.7369449138641357,
        "grad_tau": 0.5280263423919678,
        "torsion": 0.0,
        "alignment": -1.1887092590332031,
        "S_field": 1.2076495885849,
        "Gamma_field": 0.2329675257205963,
        "S_over_Gamma": 5.183767795562744,
        "Da": 14.961865425109863,
        "E_coh": 0.980511486530304,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -88.18,
              30.04
            ],
            [
              -88.14,
              30.03
            ],
            [
              -88.1,
              29.99
            ],
            [
              -88.09,
              29.94
            ],
            [
              -88.15,
              29.95
            ],
            [
              -88.16,
              29.94
            ],
            [
              -88.21,
              29.94
            ],
            [
              -88.22,
              29.93
            ],
            [
              -88.23,
              29.94
            ],
            [
              -88.29,
              29.95
            ],
            [
              -88.3,
              29.94
            ],
            [
              -88.32,
              29.94
            ],
            [
              -88.36,
              29.91
            ],
            [
              -88.42,
              29.91
            ],
            [
              -88.42,
              29.97
            ],
            [
              -88.41,
              29.98
            ],
            [
              -88.37,
              30.0
            ],
            [
              -88.33,
              30.0
            ],
            [
              -88.29,
              30.02
            ],
            [
              -88.23,
              30.02
            ],
            [
              -88.22,
              30.03
            ],
            [
              -88.19,
              30.03
            ],
            [
              -88.18,
              30.04
            ]
          ]
        ]
      },
      "raw_probability": 0.045,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "dea4063de55867f65de119a43f931a085316d951d902ffad53bd6507ecd5530f",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.045,
        "probability": 0.000742,
        "confidence_lo": 0.000726,
        "confidence_hi": 0.000742,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d14c22f7b7ec57f97968ebee5c22d1913c4c2aae0fe55cc8843a18d9eb48aa99",
        "signature": {
          "alg": "ed25519",
          "sig": "0fab078198b4a0f90b2b8700d724c8679151440648ada16db83facaafc5791ce8ca16dff52764782484bd6e4213e05673c8a58d2cddae482f0ad6749970e500e"
        }
      },
      "receipt_sha256": "d14c22f7b7ec57f97968ebee5c22d1913c4c2aae0fe55cc8843a18d9eb48aa99"
    },
    {
      "storm_id": "363425",
      "lat": 29.118,
      "lon": -87.328,
      "motion_east": 3.4,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3783.0,
      "ebshear": 9.0,
      "srh01": 10.0,
      "maxllaz": 0.001,
      "mesh": 0.06,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 10.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.8872
        },
        {
          "name": "alignment",
          "value": -0.0066
        },
        {
          "name": "tau",
          "value": 4.1215
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0446
      },
      "coherence_score": 4.121540546417236,
      "coherence_diagnostics": {
        "tau": 4.121540546417236,
        "grad_tau": 0.14056748151779175,
        "torsion": 0.0,
        "alignment": -0.006589964032173157,
        "S_field": 1.161583662033081,
        "Gamma_field": 0.23380085825920105,
        "S_over_Gamma": 4.968260765075684,
        "Da": 13.808453559875488,
        "E_coh": 0.9905480742454529,
        "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": [
          [
            [
              -87.34,
              29.15
            ],
            [
              -87.31,
              29.15
            ],
            [
              -87.3,
              29.14
            ],
            [
              -87.3,
              29.11
            ],
            [
              -87.29,
              29.1
            ],
            [
              -87.32,
              29.08
            ],
            [
              -87.35,
              29.08
            ],
            [
              -87.37,
              29.09
            ],
            [
              -87.36,
              29.13
            ],
            [
              -87.34,
              29.15
            ]
          ]
        ]
      },
      "raw_probability": 0.0446,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "c5980e93bce7aa9147b55ce71f3567073754306b547b3f458a7ed78f25d970f8",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.0446,
        "probability": 0.000742,
        "confidence_lo": 0.000726,
        "confidence_hi": 0.000742,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "fff75027e2ff5a0ed1d547bba56f505b9f181d3473c231850137a3cf74d3646f",
        "signature": {
          "alg": "ed25519",
          "sig": "a4494104fa311d481c0054e0809bc70a68ad081a421760724cdff944cbe986301ef8db0e4a9ff4cad4cb44bf434751c963d4548d018b332246d360be09c54809"
        }
      },
      "receipt_sha256": "fff75027e2ff5a0ed1d547bba56f505b9f181d3473c231850137a3cf74d3646f"
    },
    {
      "storm_id": "363512",
      "lat": 27.8327,
      "lon": -95.14,
      "motion_east": 3.4,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3578.0,
      "ebshear": 9.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.0122
        },
        {
          "name": "alignment",
          "value": 1.9126
        },
        {
          "name": "tau",
          "value": 2.6752
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0444
      },
      "coherence_score": 2.6752257347106934,
      "coherence_diagnostics": {
        "tau": 2.6752257347106934,
        "grad_tau": 0.8166612982749939,
        "torsion": 0.0,
        "alignment": 1.9125837087631226,
        "S_field": 0.8727586269378662,
        "Gamma_field": 0.2254675179719925,
        "S_over_Gamma": 3.8708841800689697,
        "Da": 13.276262283325195,
        "E_coh": 0.9668537378311157,
        "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": [
          [
            [
              -95.12,
              27.88
            ],
            [
              -95.1,
              27.84
            ],
            [
              -95.1,
              27.79
            ],
            [
              -95.11,
              27.78
            ],
            [
              -95.15,
              27.8
            ],
            [
              -95.18,
              27.8
            ],
            [
              -95.18,
              27.82
            ],
            [
              -95.19,
              27.83
            ],
            [
              -95.16,
              27.87
            ],
            [
              -95.13,
              27.87
            ],
            [
              -95.12,
              27.88
            ]
          ]
        ]
      },
      "raw_probability": 0.0444,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "d4ee0eb54b040ede107317a0f51dbb1050875c87567b78209b2135f4c6edee44",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.0444,
        "probability": 0.000742,
        "confidence_lo": 0.000726,
        "confidence_hi": 0.000742,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c160384259db6a2715e7342da3ddc46624e08a074dcbfe09385293affdaa8956",
        "signature": {
          "alg": "ed25519",
          "sig": "b238460b3cdcd702402f2ecb5fc2b94495d27584f6fbdf496509ee02edc54d724079ecd444953f358668b5e469271a98cda2a49728750fbb6a2531b303087f01"
        }
      },
      "receipt_sha256": "c160384259db6a2715e7342da3ddc46624e08a074dcbfe09385293affdaa8956"
    },
    {
      "storm_id": "363884",
      "lat": 28.4318,
      "lon": -94.42,
      "motion_east": 3.4,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3150.0,
      "ebshear": 8.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.08,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.1372
        },
        {
          "name": "alignment",
          "value": 0.3597
        },
        {
          "name": "tau",
          "value": 3.7006
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0443
      },
      "coherence_score": 3.7006404399871826,
      "coherence_diagnostics": {
        "tau": 3.7006404399871826,
        "grad_tau": 0.663640022277832,
        "torsion": 0.0,
        "alignment": 0.35973429679870605,
        "S_field": 1.2078135013580322,
        "Gamma_field": 0.19463419914245605,
        "S_over_Gamma": 6.205556392669678,
        "Da": 11.60671615600586,
        "E_coh": 0.9590392112731934,
        "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": [
          [
            [
              -94.39,
              28.49
            ],
            [
              -94.37,
              28.49
            ],
            [
              -94.36,
              28.47
            ],
            [
              -94.39,
              28.39
            ],
            [
              -94.43,
              28.39
            ],
            [
              -94.44,
              28.38
            ],
            [
              -94.46,
              28.38
            ],
            [
              -94.47,
              28.39
            ],
            [
              -94.47,
              28.42
            ],
            [
              -94.45,
              28.46
            ],
            [
              -94.39,
              28.49
            ]
          ]
        ]
      },
      "raw_probability": 0.0443,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "69d4ebf8942c9a828287c0a1f1f6fa11178415c1e28d48b7c4cf54d62e800e2b",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.0443,
        "probability": 0.000742,
        "confidence_lo": 0.000726,
        "confidence_hi": 0.000742,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9ad6fa1c960ae4ce5ffbc6d6a86e7eb45c64065d1a6fcd804b2935c00260104f",
        "signature": {
          "alg": "ed25519",
          "sig": "828f9f4893069333c3bdbcd94200569ae2152774a1b7cffd7bb6054dac62d73cc32eecddd383825e9dfb4d03a89446b6101c1e82fbf960e83d77a3a0b8270f08"
        }
      },
      "receipt_sha256": "9ad6fa1c960ae4ce5ffbc6d6a86e7eb45c64065d1a6fcd804b2935c00260104f"
    },
    {
      "storm_id": "363882",
      "lat": 28.8525,
      "lon": -91.8838,
      "motion_east": 3.4,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3031.0,
      "ebshear": 3.0,
      "srh01": 12.0,
      "maxllaz": 0.002,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 12.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.5122
        },
        {
          "name": "alignment",
          "value": -0.602
        },
        {
          "name": "tau",
          "value": 4.2521
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0442
      },
      "coherence_score": 4.252094268798828,
      "coherence_diagnostics": {
        "tau": 4.252094268798828,
        "grad_tau": 0.055783115327358246,
        "torsion": 0.0,
        "alignment": -0.6019655466079712,
        "S_field": 1.2478548288345337,
        "Gamma_field": 0.2213008552789688,
        "S_over_Gamma": 5.638725757598877,
        "Da": 13.062570571899414,
        "E_coh": 0.9684736132621765,
        "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": [
          [
            [
              -91.89,
              28.92
            ],
            [
              -91.84,
              28.92
            ],
            [
              -91.84,
              28.88
            ],
            [
              -91.85,
              28.87
            ],
            [
              -91.85,
              28.85
            ],
            [
              -91.84,
              28.84
            ],
            [
              -91.85,
              28.83
            ],
            [
              -91.85,
              28.79
            ],
            [
              -91.87,
              28.79
            ],
            [
              -91.88,
              28.8
            ],
            [
              -91.93,
              28.8
            ],
            [
              -91.93,
              28.81
            ],
            [
              -91.95,
              28.82
            ],
            [
              -91.95,
              28.9
            ],
            [
              -91.93,
              28.9
            ],
            [
              -91.89,
              28.92
            ]
          ]
        ]
      },
      "raw_probability": 0.0442,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "ff85ee28b163cfd9d99050b73061067dde75b2bd397adf0d0fcd21a83baf1078",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.0442,
        "probability": 0.000742,
        "confidence_lo": 0.000726,
        "confidence_hi": 0.000742,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "32ab4204852c4f9dd90a1ff4983a6b3cffb3484ff19bc165910f6e8b547e9d0a",
        "signature": {
          "alg": "ed25519",
          "sig": "6b837c671d1a1d0bec8ea6a6bed05e4fddf38d99a75e1bf00c2446612fac64c2f639f3726b153e0911139c56fb9043059651aae3c5e9d7ca2a97eab055593f05"
        }
      },
      "receipt_sha256": "32ab4204852c4f9dd90a1ff4983a6b3cffb3484ff19bc165910f6e8b547e9d0a"
    },
    {
      "storm_id": "363183",
      "lat": 27.63,
      "lon": -80.7293,
      "motion_east": 3.4,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3514.0,
      "ebshear": 11.0,
      "srh01": 22.0,
      "maxllaz": 0.003,
      "mesh": 0.09,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 22.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.8872
        },
        {
          "name": "alignment",
          "value": 2.6029
        },
        {
          "name": "tau",
          "value": 3.646
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0436
      },
      "coherence_score": 3.645994186401367,
      "coherence_diagnostics": {
        "tau": 3.645994186401367,
        "grad_tau": 0.582322359085083,
        "torsion": 0.0,
        "alignment": 2.6029398441314697,
        "S_field": 1.157097339630127,
        "Gamma_field": 0.21296752989292145,
        "S_over_Gamma": 5.4332098960876465,
        "Da": 13.46007251739502,
        "E_coh": 0.9194390773773193,
        "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": [
          [
            [
              -80.72,
              27.67
            ],
            [
              -80.7,
              27.67
            ],
            [
              -80.68,
              27.65
            ],
            [
              -80.67,
              27.65
            ],
            [
              -80.67,
              27.64
            ],
            [
              -80.69,
              27.62
            ],
            [
              -80.69,
              27.6
            ],
            [
              -80.73,
              27.57
            ],
            [
              -80.79,
              27.57
            ],
            [
              -80.8,
              27.58
            ],
            [
              -80.79,
              27.6
            ],
            [
              -80.79,
              27.64
            ],
            [
              -80.77,
              27.66
            ],
            [
              -80.73,
              27.66
            ],
            [
              -80.72,
              27.67
            ]
          ]
        ]
      },
      "raw_probability": 0.0436,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "a5386bca6a3dffaf4d89f23580ab3c868b482fe3b46824b164444883a7c4845b",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.0436,
        "probability": 0.000742,
        "confidence_lo": 0.000726,
        "confidence_hi": 0.000742,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "2a7380556933ab660eb5626ce80455240009afbc5cc427fdf000bb8a1de88743",
        "signature": {
          "alg": "ed25519",
          "sig": "c8a238d58357baaa2c1e2e70c4742dbdd94ed1a0bcf40d9a21764479b8c766f1efd6312f6500d0e74e5adba6aefbd25afb78b2e0144c738b95967a7b19357e0e"
        }
      },
      "receipt_sha256": "2a7380556933ab660eb5626ce80455240009afbc5cc427fdf000bb8a1de88743"
    },
    {
      "storm_id": "363097",
      "lat": 33.5944,
      "lon": -74.5156,
      "motion_east": 3.4,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3169.0,
      "ebshear": 12.0,
      "srh01": 23.0,
      "maxllaz": 0.001,
      "mesh": 0.38,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 23.0
        },
        {
          "name": "hrrr_pwat",
          "value": 57.6372
        },
        {
          "name": "alignment",
          "value": 0.5653
        },
        {
          "name": "tau",
          "value": 4.88
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0428
      },
      "coherence_score": 4.8800458908081055,
      "coherence_diagnostics": {
        "tau": 4.8800458908081055,
        "grad_tau": 0.3788757920265198,
        "torsion": 0.0,
        "alignment": 0.5653248429298401,
        "S_field": 1.2737188339233398,
        "Gamma_field": 0.19296753406524658,
        "S_over_Gamma": 6.600689888000488,
        "Da": 12.414040565490723,
        "E_coh": 0.9574737548828125,
        "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": [
          [
            [
              -74.52,
              33.63
            ],
            [
              -74.51,
              33.63
            ],
            [
              -74.48,
              33.6
            ],
            [
              -74.48,
              33.57
            ],
            [
              -74.49,
              33.56
            ],
            [
              -74.54,
              33.56
            ],
            [
              -74.55,
              33.57
            ],
            [
              -74.55,
              33.6
            ],
            [
              -74.52,
              33.63
            ]
          ]
        ]
      },
      "raw_probability": 0.0428,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "bdf4029a430d2217fb55001457c71cee6dd539ab8445b248fff9438ce954d4ff",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.0428,
        "probability": 0.000742,
        "confidence_lo": 0.000726,
        "confidence_hi": 0.000742,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "af7ae7af2df56e57b09ac0463982626ed02b519d3e7d9d8bcacc86288a7faef2",
        "signature": {
          "alg": "ed25519",
          "sig": "226502d46c77e71f0cf7c5f1e6a287b5ed14585791f4ef5eb5aeaaae1956c87b9f5bc2cf86bb0307b44539cf11f177905b3c4ba1e794b54d2630329c52873f0a"
        }
      },
      "receipt_sha256": "af7ae7af2df56e57b09ac0463982626ed02b519d3e7d9d8bcacc86288a7faef2"
    },
    {
      "storm_id": "363912",
      "lat": 28.2058,
      "lon": -79.8117,
      "motion_east": 3.4,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3908.0,
      "ebshear": 14.0,
      "srh01": 5.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 5.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.3872
        },
        {
          "name": "alignment",
          "value": 2.8083
        },
        {
          "name": "tau",
          "value": 3.9852
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0424
      },
      "coherence_score": 3.985166549682617,
      "coherence_diagnostics": {
        "tau": 3.985166549682617,
        "grad_tau": 0.12707558274269104,
        "torsion": 0.0,
        "alignment": 2.8083362579345703,
        "S_field": 1.0088987350463867,
        "Gamma_field": 0.22296753525733948,
        "S_over_Gamma": 4.524868488311768,
        "Da": 14.588836669921875,
        "E_coh": 0.930799126625061,
        "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": [
          [
            [
              -79.8,
              28.25
            ],
            [
              -79.8,
              28.24
            ],
            [
              -79.78,
              28.23
            ],
            [
              -79.78,
              28.16
            ],
            [
              -79.79,
              28.15
            ],
            [
              -79.83,
              28.15
            ],
            [
              -79.84,
              28.16
            ],
            [
              -79.83,
              28.18
            ],
            [
              -79.83,
              28.22
            ],
            [
              -79.84,
              28.24
            ],
            [
              -79.82,
              28.24
            ],
            [
              -79.8,
              28.25
            ]
          ]
        ]
      },
      "raw_probability": 0.0424,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "a223d13bb6a34ce163a70a9ec02aee07eda08701370ea2d4981be6179bec485f",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.0424,
        "probability": 0.000742,
        "confidence_lo": 0.000726,
        "confidence_hi": 0.000742,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e1f3cf87b6346c9300847a01c8439fbfe168c71fea53251189b3e8459ee926a6",
        "signature": {
          "alg": "ed25519",
          "sig": "6370436f7cbf43f60a34283de2735e8b15530d1c66ef6b4f2cf31648e42b3a02e50a4141cf1eb1bb5611bb996821e1c428ff3f9314c16a2d0e704411c4b65204"
        }
      },
      "receipt_sha256": "e1f3cf87b6346c9300847a01c8439fbfe168c71fea53251189b3e8459ee926a6"
    },
    {
      "storm_id": "363803",
      "lat": 35.0529,
      "lon": -88.1279,
      "motion_east": 3.4,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1145.0,
      "ebshear": 10.0,
      "srh01": 18.0,
      "maxllaz": 0.001,
      "mesh": 0.14,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 18.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.8872
        },
        {
          "name": "alignment",
          "value": 2.7794
        },
        {
          "name": "tau",
          "value": 0.5521
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0421
      },
      "coherence_score": 0.5521411895751953,
      "coherence_diagnostics": {
        "tau": 0.5521411895751953,
        "grad_tau": 0.12112267315387726,
        "torsion": 0.0,
        "alignment": 2.7794272899627686,
        "S_field": 0.36034536361694336,
        "Gamma_field": 0.6246342062950134,
        "S_over_Gamma": 0.576890230178833,
        "Da": 38.28018569946289,
        "E_coh": 0.7753457427024841,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -88.17,
              35.09
            ],
            [
              -88.16,
              35.08
            ],
            [
              -88.15,
              35.09
            ],
            [
              -88.07,
              35.09
            ],
            [
              -88.07,
              35.07
            ],
            [
              -88.09,
              35.06
            ],
            [
              -88.06,
              35.03
            ],
            [
              -88.06,
              35.01
            ],
            [
              -88.08,
              35.0
            ],
            [
              -88.18,
              35.0
            ],
            [
              -88.18,
              35.02
            ],
            [
              -88.17,
              35.03
            ],
            [
              -88.18,
              35.08
            ],
            [
              -88.17,
              35.09
            ]
          ]
        ]
      },
      "raw_probability": 0.0421,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "4684aef43750399b450dec91cbe84ceb167374b0566c9260996a63bcd62c1253",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.0421,
        "probability": 0.000742,
        "confidence_lo": 0.000726,
        "confidence_hi": 0.000742,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3cc83db8ab2abd9527cc431a3ca2809a90070a87cd77759223d3d39809cc97e2",
        "signature": {
          "alg": "ed25519",
          "sig": "1c4eb0493e48a5f89327dd02f1a800ad8c83055a5ae01af9866a9814c94e3cc332c715650078914b96add0854fd20de3018a22ad30ba502d642467f5644ee20f"
        }
      },
      "receipt_sha256": "3cc83db8ab2abd9527cc431a3ca2809a90070a87cd77759223d3d39809cc97e2"
    },
    {
      "storm_id": "363280",
      "lat": 27.9691,
      "lon": -80.43,
      "motion_east": 3.4,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3494.0,
      "ebshear": 12.0,
      "srh01": 13.0,
      "maxllaz": 0.002,
      "mesh": 0.14,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 13.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.8872
        },
        {
          "name": "alignment",
          "value": 2.674
        },
        {
          "name": "tau",
          "value": 4.0009
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0419
      },
      "coherence_score": 4.0009307861328125,
      "coherence_diagnostics": {
        "tau": 4.0009307861328125,
        "grad_tau": 0.26733696460723877,
        "torsion": 0.0,
        "alignment": 2.6739771366119385,
        "S_field": 1.0346137285232544,
        "Gamma_field": 0.21463419497013092,
        "S_over_Gamma": 4.8203582763671875,
        "Da": 13.63140869140625,
        "E_coh": 0.9356530904769897,
        "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": [
          [
            [
              -80.43,
              28.01
            ],
            [
              -80.39,
              28.01
            ],
            [
              -80.39,
              27.95
            ],
            [
              -80.41,
              27.92
            ],
            [
              -80.46,
              27.92
            ],
            [
              -80.46,
              27.94
            ],
            [
              -80.44,
              27.95
            ],
            [
              -80.44,
              27.97
            ],
            [
              -80.45,
              27.98
            ],
            [
              -80.43,
              28.0
            ],
            [
              -80.43,
              28.01
            ]
          ]
        ]
      },
      "raw_probability": 0.0419,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "972cb9d0f2782544fa29bb6f31714ac4ed51bd23ab3b72589a1d05a3a756acf7",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.0419,
        "probability": 0.000742,
        "confidence_lo": 0.000726,
        "confidence_hi": 0.000742,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "396f3a91aa26661f922e99c1cd6ab3fba545eaeb746d6b039bb4d66180582b05",
        "signature": {
          "alg": "ed25519",
          "sig": "ba3ee7594a2e32adf80021964cf32d77aad40ea0b0d42b3688a81c6cd791a7363abe4728b471eccf082bf60cc77b5608c871a6821cfc1ab83bb9d435dba80400"
        }
      },
      "receipt_sha256": "396f3a91aa26661f922e99c1cd6ab3fba545eaeb746d6b039bb4d66180582b05"
    },
    {
      "storm_id": "363897",
      "lat": 49.5675,
      "lon": -71.6092,
      "motion_east": 3.4,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 846.0,
      "ebshear": 24.0,
      "srh01": 24.0,
      "maxllaz": 0.0,
      "mesh": 0.03,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 24.0
        },
        {
          "name": "hrrr_pwat",
          "value": 30.5122
        },
        {
          "name": "alignment",
          "value": -1.7187
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0417
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.511989414691925,
        "torsion": 0.0,
        "alignment": -1.7186717987060547,
        "S_field": 0.1940344274044037,
        "Gamma_field": 0.4179675281047821,
        "S_over_Gamma": 0.46423324942588806,
        "Da": 24.536773681640625,
        "E_coh": 0.536775529384613,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -71.63,
              49.61
            ],
            [
              -71.59,
              49.61
            ],
            [
              -71.57,
              49.59
            ],
            [
              -71.56,
              49.57
            ],
            [
              -71.57,
              49.56
            ],
            [
              -71.56,
              49.52
            ],
            [
              -71.63,
              49.52
            ],
            [
              -71.64,
              49.53
            ],
            [
              -71.63,
              49.54
            ],
            [
              -71.65,
              49.56
            ],
            [
              -71.65,
              49.59
            ],
            [
              -71.63,
              49.61
            ]
          ]
        ]
      },
      "raw_probability": 0.0417,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "cc085f503812dd52ee5423578ea8f087f6107ba5544d4659cec83254bb95a8cb",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.0417,
        "probability": 0.000742,
        "confidence_lo": 0.000726,
        "confidence_hi": 0.000742,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f2f3885005806c2fbf33243a3765047ab3679f53c6b38af58d01119b79cb36bf",
        "signature": {
          "alg": "ed25519",
          "sig": "597066244f9899acb56e886c711e2fcfdf1438f5d80ded94de41e2097273ce9d6297a59d4b1256b6ab386e69d2c9803d7398fe7558949708ed7f69982f56ef01"
        }
      },
      "receipt_sha256": "f2f3885005806c2fbf33243a3765047ab3679f53c6b38af58d01119b79cb36bf"
    },
    {
      "storm_id": "363926",
      "lat": 37.4371,
      "lon": -82.6371,
      "motion_east": 3.4,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1871.0,
      "ebshear": 19.0,
      "srh01": 25.0,
      "maxllaz": 0.0,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 25.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.0122
        },
        {
          "name": "alignment",
          "value": 2.4243
        },
        {
          "name": "tau",
          "value": 0.8329
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0401
      },
      "coherence_score": 0.8328577876091003,
      "coherence_diagnostics": {
        "tau": 0.8328577876091003,
        "grad_tau": 0.3513706922531128,
        "torsion": 0.0,
        "alignment": 2.4242868423461914,
        "S_field": 0.11677995324134827,
        "Gamma_field": 0.7354675531387329,
        "S_over_Gamma": 0.15878328680992126,
        "Da": 44.755226135253906,
        "E_coh": 0.7277269959449768,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -82.67,
              37.49
            ],
            [
              -82.65,
              37.49
            ],
            [
              -82.64,
              37.47
            ],
            [
              -82.63,
              37.48
            ],
            [
              -82.61,
              37.48
            ],
            [
              -82.61,
              37.43
            ],
            [
              -82.59,
              37.41
            ],
            [
              -82.58,
              37.41
            ],
            [
              -82.64,
              37.39
            ],
            [
              -82.65,
              37.37
            ],
            [
              -82.66,
              37.38
            ],
            [
              -82.65,
              37.4
            ],
            [
              -82.67,
              37.43
            ],
            [
              -82.67,
              37.49
            ]
          ]
        ]
      },
      "raw_probability": 0.0401,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "1fa2028ef4efc0095da45813de60d2cb406696f9d4433bf8b26d9c31a8d3c54e",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.0401,
        "probability": 0.000742,
        "confidence_lo": 0.000726,
        "confidence_hi": 0.000742,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "90b86d23637b9a406e6aad682bd5a0363ee5d74ea61126b9315fbdc71d30a6ab",
        "signature": {
          "alg": "ed25519",
          "sig": "d7a7473d44ac142c2a07df7410c1b2a35a25a82ba210b7dbeba8cabd5e7f7f210276495d3a1df710c8c5d99fbe28e4562c3e6c77a93bef543ab3afcc7c35c30f"
        }
      },
      "receipt_sha256": "90b86d23637b9a406e6aad682bd5a0363ee5d74ea61126b9315fbdc71d30a6ab"
    },
    {
      "storm_id": "363424",
      "lat": 29.2027,
      "lon": -86.5927,
      "motion_east": 3.4,
      "motion_south": 0.0,
      "valid_time": "20260809_140040 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3698.0,
      "ebshear": 11.0,
      "srh01": 18.0,
      "maxllaz": 0.001,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 18.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.8872
        },
        {
          "name": "alignment",
          "value": -0.0066
        },
        {
          "name": "tau",
          "value": 4.1215
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0397
      },
      "coherence_score": 4.121540546417236,
      "coherence_diagnostics": {
        "tau": 4.121540546417236,
        "grad_tau": 0.14056748151779175,
        "torsion": 0.0,
        "alignment": -0.006589964032173157,
        "S_field": 1.161583662033081,
        "Gamma_field": 0.23380085825920105,
        "S_over_Gamma": 4.968260765075684,
        "Da": 13.808453559875488,
        "E_coh": 0.9905480742454529,
        "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": [
          [
            [
              -86.59,
              29.26
            ],
            [
              -86.57,
              29.26
            ],
            [
              -86.54,
              29.23
            ],
            [
              -86.54,
              29.21
            ],
            [
              -86.53,
              29.2
            ],
            [
              -86.54,
              29.16
            ],
            [
              -86.57,
              29.16
            ],
            [
              -86.58,
              29.15
            ],
            [
              -86.63,
              29.15
            ],
            [
              -86.64,
              29.14
            ],
            [
              -86.68,
              29.15
            ],
            [
              -86.67,
              29.21
            ],
            [
              -86.62,
              29.25
            ],
            [
              -86.6,
              29.25
            ],
            [
              -86.59,
              29.26
            ]
          ]
        ]
      },
      "raw_probability": 0.0397,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "ccc4ae874ab69b4c2dda874823b4038a8d2a2e1ffefcd54428d1106e6df91877",
        "input_sha256": "ddf201ea3a03e59288ce704317c87f6f71454daa54e53d2b9a89967c2b39dde4",
        "issued_at": "2026-08-09T14:30:21Z",
        "raw_probability": 0.0397,
        "probability": 0.000742,
        "confidence_lo": 0.000726,
        "confidence_hi": 0.000742,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d0d796a6fa4c28b13e3906929a89a305a2c54de91004461cf49495e433ae39c4",
        "signature": {
          "alg": "ed25519",
          "sig": "eb0eaf58be6366df1b847dee13704ad47bd20051e2da9bb4bb8bd671b589d266a1d114731e12127657205bc2183599c15867ad951701c7c4273c6f0a6786a90f"
        }
      },
      "receipt_sha256": "d0d796a6fa4c28b13e3906929a89a305a2c54de91004461cf49495e433ae39c4"
    }
  ]
}
