{
  "forecast_id": "to_fcst_20260816_0823",
  "hazard": "tornado",
  "issued_at": "2026-08-16T08:23:58Z",
  "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": 103,
  "top_probability": 0.024,
  "source_artifacts": [
    "/data/live-tornadoes.json",
    "/data/tornado-storms.geojson"
  ],
  "storms": [
    {
      "storm_id": "281867",
      "lat": 39.5044,
      "lon": -83.7833,
      "motion_east": 9.8,
      "motion_south": 3.6,
      "valid_time": "20260816_080041 UTC",
      "tornado_probability": 0.024,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1018.0,
      "ebshear": 24.0,
      "srh01": 101.0,
      "maxllaz": 0.003,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 101.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.3624
        },
        {
          "name": "alignment",
          "value": -11.3451
        },
        {
          "name": "tau",
          "value": 2.2589
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.7213
      },
      "coherence_score": 2.258896827697754,
      "coherence_diagnostics": {
        "tau": 2.258896827697754,
        "grad_tau": 0.12169377505779266,
        "torsion": 0.0,
        "alignment": -11.34514045715332,
        "S_field": 0.7798815369606018,
        "Gamma_field": 0.3703133165836334,
        "S_over_Gamma": 2.106004476547241,
        "Da": 22.86407470703125,
        "E_coh": 0.5501214265823364,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.8,
              39.54
            ],
            [
              -83.76,
              39.53
            ],
            [
              -83.75,
              39.52
            ],
            [
              -83.75,
              39.48
            ],
            [
              -83.76,
              39.47
            ],
            [
              -83.8,
              39.47
            ],
            [
              -83.81,
              39.48
            ],
            [
              -83.82,
              39.51
            ],
            [
              -83.8,
              39.54
            ]
          ]
        ]
      },
      "raw_probability": 0.7213,
      "confidence_lo": 0.0168,
      "confidence_hi": 0.0242,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "3e59646df06941dd37a31b20cd62d4394f54d33cc7325576da380bccd82e53c4",
        "input_sha256": "11b8e565587a01fb6b4bc9960666dd7d2efbcb6fbd3afc3c655c350187f7a79a",
        "issued_at": "2026-08-16T08:23:58Z",
        "raw_probability": 0.7213,
        "probability": 0.024033,
        "confidence_lo": 0.016807,
        "confidence_hi": 0.024211,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "8f07b1176553d833c6b5fb6396c9c0e7ab5302b7205ad76c5768ebd776401ad7",
        "signature": {
          "alg": "ed25519",
          "sig": "71ddd92076590b57dca7931332d9ace6cba5cab116db38c8242473ca077c2de2b7561c73f6740d86c3f4f52decd1d9d4401bbf56e8f7b2257ac0df8a759c180b"
        }
      },
      "receipt_sha256": "8f07b1176553d833c6b5fb6396c9c0e7ab5302b7205ad76c5768ebd776401ad7"
    },
    {
      "storm_id": "281709",
      "lat": 39.5109,
      "lon": -83.59,
      "motion_east": 9.4,
      "motion_south": 2.9,
      "valid_time": "20260816_080041 UTC",
      "tornado_probability": 0.0173,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1040.0,
      "ebshear": 22.0,
      "srh01": 94.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 94.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.8624
        },
        {
          "name": "alignment",
          "value": -10.1297
        },
        {
          "name": "tau",
          "value": 2.2205
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.7159
      },
      "coherence_score": 2.220533609390259,
      "coherence_diagnostics": {
        "tau": 2.220533609390259,
        "grad_tau": 0.1437910497188568,
        "torsion": 0.0,
        "alignment": -10.129724502563477,
        "S_field": 0.8069008588790894,
        "Gamma_field": 0.25781333446502686,
        "S_over_Gamma": 3.1297872066497803,
        "Da": 15.560864448547363,
        "E_coh": 0.6780833005905151,
        "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": [
          [
            [
              -83.59,
              39.56
            ],
            [
              -83.58,
              39.56
            ],
            [
              -83.58,
              39.55
            ],
            [
              -83.55,
              39.51
            ],
            [
              -83.55,
              39.48
            ],
            [
              -83.58,
              39.44
            ],
            [
              -83.6,
              39.44
            ],
            [
              -83.63,
              39.48
            ],
            [
              -83.63,
              39.5
            ],
            [
              -83.61,
              39.54
            ],
            [
              -83.59,
              39.56
            ]
          ]
        ]
      },
      "raw_probability": 0.7159,
      "confidence_lo": 0.0168,
      "confidence_hi": 0.0173,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "3e59646df06941dd37a31b20cd62d4394f54d33cc7325576da380bccd82e53c4",
        "input_sha256": "15e3bc86234f4ee446e9c74086f80f612c6c25ef17ff21efa130c31adc4080da",
        "issued_at": "2026-08-16T08:23:58Z",
        "raw_probability": 0.7159,
        "probability": 0.017266,
        "confidence_lo": 0.016807,
        "confidence_hi": 0.017274,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "bfa751caa5722cc4733db7c11d18ae3bbb831393bfb6da6408e31322febf8fb0",
        "signature": {
          "alg": "ed25519",
          "sig": "1c00272b9e85d07cec258b93ac17afb125589c56a94949d6734571fed5a494d6c3abc7cdd813cee2daa4588946495424a476fcfdbc49bfe97a0d70b8c4b5bc02"
        }
      },
      "receipt_sha256": "bfa751caa5722cc4733db7c11d18ae3bbb831393bfb6da6408e31322febf8fb0"
    },
    {
      "storm_id": "281565",
      "lat": 39.9071,
      "lon": -83.9757,
      "motion_east": 9.1,
      "motion_south": 2.7,
      "valid_time": "20260816_080041 UTC",
      "tornado_probability": 0.0173,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1905.0,
      "ebshear": 23.0,
      "srh01": 94.0,
      "maxllaz": 0.003,
      "mesh": 0.09,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 94.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.3624
        },
        {
          "name": "alignment",
          "value": -11.3451
        },
        {
          "name": "tau",
          "value": 2.2589
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.7102
      },
      "coherence_score": 2.258896827697754,
      "coherence_diagnostics": {
        "tau": 2.258896827697754,
        "grad_tau": 0.12169377505779266,
        "torsion": 0.0,
        "alignment": -11.34514045715332,
        "S_field": 0.7798815369606018,
        "Gamma_field": 0.3703133165836334,
        "S_over_Gamma": 2.106004476547241,
        "Da": 22.86407470703125,
        "E_coh": 0.5501214265823364,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.97,
              39.94
            ],
            [
              -83.95,
              39.93
            ],
            [
              -83.95,
              39.87
            ],
            [
              -83.99,
              39.87
            ],
            [
              -84.0,
              39.88
            ],
            [
              -84.0,
              39.92
            ],
            [
              -83.97,
              39.94
            ]
          ]
        ]
      },
      "raw_probability": 0.7102,
      "confidence_lo": 0.0168,
      "confidence_hi": 0.0173,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "3e59646df06941dd37a31b20cd62d4394f54d33cc7325576da380bccd82e53c4",
        "input_sha256": "c95aaa2d8b343f22c19d4702fc4a3b40f07e7e89dd3219ac3302431248a3d3ef",
        "issued_at": "2026-08-16T08:23:58Z",
        "raw_probability": 0.7102,
        "probability": 0.017266,
        "confidence_lo": 0.016807,
        "confidence_hi": 0.017274,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6db73d7e6f09ab9d426e0ee974de73fdc1998055b7ab299992b9887292eb3d5f",
        "signature": {
          "alg": "ed25519",
          "sig": "c1c151c517dbc124d1cc192f085b754dc6dae8a35212c0a2c2e673903cad1213687cef5d7e6310b80deac0e84c00f24f5fb1ec7556660ca93a0fd37052cb2b08"
        }
      },
      "receipt_sha256": "6db73d7e6f09ab9d426e0ee974de73fdc1998055b7ab299992b9887292eb3d5f"
    },
    {
      "storm_id": "281672",
      "lat": 39.58,
      "lon": -84.0022,
      "motion_east": 9.9,
      "motion_south": 3.9,
      "valid_time": "20260816_080041 UTC",
      "tornado_probability": 0.0173,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1531.0,
      "ebshear": 28.0,
      "srh01": 103.0,
      "maxllaz": 0.005,
      "mesh": 0.14,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 103.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.3624
        },
        {
          "name": "alignment",
          "value": -11.3451
        },
        {
          "name": "tau",
          "value": 2.2589
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.7102
      },
      "coherence_score": 2.258896827697754,
      "coherence_diagnostics": {
        "tau": 2.258896827697754,
        "grad_tau": 0.12169377505779266,
        "torsion": 0.0,
        "alignment": -11.34514045715332,
        "S_field": 0.7798815369606018,
        "Gamma_field": 0.3703133165836334,
        "S_over_Gamma": 2.106004476547241,
        "Da": 22.86407470703125,
        "E_coh": 0.5501214265823364,
        "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": [
          [
            [
              -84.01,
              39.63
            ],
            [
              -83.97,
              39.63
            ],
            [
              -83.94,
              39.59
            ],
            [
              -83.94,
              39.56
            ],
            [
              -83.97,
              39.52
            ],
            [
              -84.04,
              39.52
            ],
            [
              -84.07,
              39.55
            ],
            [
              -84.07,
              39.59
            ],
            [
              -84.01,
              39.63
            ]
          ]
        ]
      },
      "raw_probability": 0.7102,
      "confidence_lo": 0.0168,
      "confidence_hi": 0.0173,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "3e59646df06941dd37a31b20cd62d4394f54d33cc7325576da380bccd82e53c4",
        "input_sha256": "c95aaa2d8b343f22c19d4702fc4a3b40f07e7e89dd3219ac3302431248a3d3ef",
        "issued_at": "2026-08-16T08:23:58Z",
        "raw_probability": 0.7102,
        "probability": 0.017266,
        "confidence_lo": 0.016807,
        "confidence_hi": 0.017274,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6db73d7e6f09ab9d426e0ee974de73fdc1998055b7ab299992b9887292eb3d5f",
        "signature": {
          "alg": "ed25519",
          "sig": "c1c151c517dbc124d1cc192f085b754dc6dae8a35212c0a2c2e673903cad1213687cef5d7e6310b80deac0e84c00f24f5fb1ec7556660ca93a0fd37052cb2b08"
        }
      },
      "receipt_sha256": "6db73d7e6f09ab9d426e0ee974de73fdc1998055b7ab299992b9887292eb3d5f"
    },
    {
      "storm_id": "281901",
      "lat": 39.7617,
      "lon": -83.9017,
      "motion_east": 9.7,
      "motion_south": 3.6,
      "valid_time": "20260816_080041 UTC",
      "tornado_probability": 0.0173,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1852.0,
      "ebshear": 24.0,
      "srh01": 98.0,
      "maxllaz": 0.003,
      "mesh": 0.13,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 98.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.3624
        },
        {
          "name": "alignment",
          "value": -11.3451
        },
        {
          "name": "tau",
          "value": 2.2589
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.7102
      },
      "coherence_score": 2.258896827697754,
      "coherence_diagnostics": {
        "tau": 2.258896827697754,
        "grad_tau": 0.12169377505779266,
        "torsion": 0.0,
        "alignment": -11.34514045715332,
        "S_field": 0.7798815369606018,
        "Gamma_field": 0.3703133165836334,
        "S_over_Gamma": 2.106004476547241,
        "Da": 22.86407470703125,
        "E_coh": 0.5501214265823364,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.92,
              39.8
            ],
            [
              -83.91,
              39.79
            ],
            [
              -83.87,
              39.79
            ],
            [
              -83.86,
              39.78
            ],
            [
              -83.86,
              39.75
            ],
            [
              -83.88,
              39.73
            ],
            [
              -83.88,
              39.72
            ],
            [
              -83.91,
              39.72
            ],
            [
              -83.93,
              39.73
            ],
            [
              -83.94,
              39.75
            ],
            [
              -83.94,
              39.78
            ],
            [
              -83.92,
              39.8
            ]
          ]
        ]
      },
      "raw_probability": 0.7102,
      "confidence_lo": 0.0168,
      "confidence_hi": 0.0173,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "3e59646df06941dd37a31b20cd62d4394f54d33cc7325576da380bccd82e53c4",
        "input_sha256": "c95aaa2d8b343f22c19d4702fc4a3b40f07e7e89dd3219ac3302431248a3d3ef",
        "issued_at": "2026-08-16T08:23:58Z",
        "raw_probability": 0.7102,
        "probability": 0.017266,
        "confidence_lo": 0.016807,
        "confidence_hi": 0.017274,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6db73d7e6f09ab9d426e0ee974de73fdc1998055b7ab299992b9887292eb3d5f",
        "signature": {
          "alg": "ed25519",
          "sig": "c1c151c517dbc124d1cc192f085b754dc6dae8a35212c0a2c2e673903cad1213687cef5d7e6310b80deac0e84c00f24f5fb1ec7556660ca93a0fd37052cb2b08"
        }
      },
      "receipt_sha256": "6db73d7e6f09ab9d426e0ee974de73fdc1998055b7ab299992b9887292eb3d5f"
    },
    {
      "storm_id": "281984",
      "lat": 39.5456,
      "lon": -84.1567,
      "motion_east": 9.9,
      "motion_south": 3.9,
      "valid_time": "20260816_080041 UTC",
      "tornado_probability": 0.0173,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1688.0,
      "ebshear": 29.0,
      "srh01": 97.0,
      "maxllaz": 0.004,
      "mesh": 0.04,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 97.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.3624
        },
        {
          "name": "alignment",
          "value": -11.3451
        },
        {
          "name": "tau",
          "value": 2.2589
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.7102
      },
      "coherence_score": 2.258896827697754,
      "coherence_diagnostics": {
        "tau": 2.258896827697754,
        "grad_tau": 0.12169377505779266,
        "torsion": 0.0,
        "alignment": -11.34514045715332,
        "S_field": 0.7798815369606018,
        "Gamma_field": 0.3703133165836334,
        "S_over_Gamma": 2.106004476547241,
        "Da": 22.86407470703125,
        "E_coh": 0.5501214265823364,
        "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": [
          [
            [
              -84.16,
              39.58
            ],
            [
              -84.14,
              39.58
            ],
            [
              -84.11,
              39.55
            ],
            [
              -84.11,
              39.54
            ],
            [
              -84.15,
              39.5
            ],
            [
              -84.18,
              39.5
            ],
            [
              -84.2,
              39.52
            ],
            [
              -84.2,
              39.56
            ],
            [
              -84.16,
              39.58
            ]
          ]
        ]
      },
      "raw_probability": 0.7102,
      "confidence_lo": 0.0168,
      "confidence_hi": 0.0173,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "3e59646df06941dd37a31b20cd62d4394f54d33cc7325576da380bccd82e53c4",
        "input_sha256": "c95aaa2d8b343f22c19d4702fc4a3b40f07e7e89dd3219ac3302431248a3d3ef",
        "issued_at": "2026-08-16T08:23:58Z",
        "raw_probability": 0.7102,
        "probability": 0.017266,
        "confidence_lo": 0.016807,
        "confidence_hi": 0.017274,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6db73d7e6f09ab9d426e0ee974de73fdc1998055b7ab299992b9887292eb3d5f",
        "signature": {
          "alg": "ed25519",
          "sig": "c1c151c517dbc124d1cc192f085b754dc6dae8a35212c0a2c2e673903cad1213687cef5d7e6310b80deac0e84c00f24f5fb1ec7556660ca93a0fd37052cb2b08"
        }
      },
      "receipt_sha256": "6db73d7e6f09ab9d426e0ee974de73fdc1998055b7ab299992b9887292eb3d5f"
    },
    {
      "storm_id": "281697",
      "lat": 38.5847,
      "lon": -82.2994,
      "motion_east": 9.2,
      "motion_south": 3.2,
      "valid_time": "20260816_080041 UTC",
      "tornado_probability": 0.0173,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1853.0,
      "ebshear": 24.0,
      "srh01": 105.0,
      "maxllaz": 0.005,
      "mesh": 0.15,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 105.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.7374
        },
        {
          "name": "alignment",
          "value": -9.5462
        },
        {
          "name": "tau",
          "value": 1.8515
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.71
      },
      "coherence_score": 1.8515022993087769,
      "coherence_diagnostics": {
        "tau": 1.8515022993087769,
        "grad_tau": 0.2536030113697052,
        "torsion": 0.0,
        "alignment": -9.546160697937012,
        "S_field": 0.9454815983772278,
        "Gamma_field": 0.3769799768924713,
        "S_over_Gamma": 2.5080418586730957,
        "Da": 24.01649284362793,
        "E_coh": 0.6365216374397278,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -82.26,
              38.66
            ],
            [
              -82.21,
              38.66
            ],
            [
              -82.19,
              38.64
            ],
            [
              -82.18,
              38.6
            ],
            [
              -82.19,
              38.59
            ],
            [
              -82.2,
              38.55
            ],
            [
              -82.27,
              38.5
            ],
            [
              -82.29,
              38.5
            ],
            [
              -82.3,
              38.49
            ],
            [
              -82.37,
              38.49
            ],
            [
              -82.39,
              38.5
            ],
            [
              -82.45,
              38.57
            ],
            [
              -82.45,
              38.62
            ],
            [
              -82.42,
              38.64
            ],
            [
              -82.34,
              38.64
            ],
            [
              -82.32,
              38.63
            ],
            [
              -82.26,
              38.66
            ]
          ]
        ]
      },
      "raw_probability": 0.71,
      "confidence_lo": 0.0168,
      "confidence_hi": 0.0173,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "3e59646df06941dd37a31b20cd62d4394f54d33cc7325576da380bccd82e53c4",
        "input_sha256": "712ab24113442f05017dc84a3de464ae76529cb994dc24b537f1c955d42745b6",
        "issued_at": "2026-08-16T08:23:58Z",
        "raw_probability": 0.71,
        "probability": 0.017266,
        "confidence_lo": 0.016807,
        "confidence_hi": 0.017274,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "0e292f8911600a5b24dbd504be82eb20d9e327f1e5e7edf5432f1a1d32a32a2e",
        "signature": {
          "alg": "ed25519",
          "sig": "4e69c664e9922a2cc5ca3142573abe8e58b24cad3da3c905f1092f2f1f51bfdde8825b4e5b196858a6d25311d9ea8b331f91210d99318320ba18eb1ccb521606"
        }
      },
      "receipt_sha256": "0e292f8911600a5b24dbd504be82eb20d9e327f1e5e7edf5432f1a1d32a32a2e"
    },
    {
      "storm_id": "281468",
      "lat": 38.7315,
      "lon": -83.0504,
      "motion_east": 9.6,
      "motion_south": 1.7,
      "valid_time": "20260816_080041 UTC",
      "tornado_probability": 0.0173,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 792.0,
      "ebshear": 23.0,
      "srh01": 105.0,
      "maxllaz": 0.003,
      "mesh": 0.34,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 105.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.4874
        },
        {
          "name": "alignment",
          "value": -6.0683
        },
        {
          "name": "tau",
          "value": 2.2517
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.7091
      },
      "coherence_score": 2.2516865730285645,
      "coherence_diagnostics": {
        "tau": 2.2516865730285645,
        "grad_tau": 0.2217254787683487,
        "torsion": 0.0,
        "alignment": -6.06831693649292,
        "S_field": 1.1797353029251099,
        "Gamma_field": 0.2611466646194458,
        "S_over_Gamma": 4.517519950866699,
        "Da": 16.148681640625,
        "E_coh": 0.723543643951416,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.11,
              38.83
            ],
            [
              -83.1,
              38.82
            ],
            [
              -82.99,
              38.82
            ],
            [
              -82.98,
              38.83
            ],
            [
              -82.93,
              38.83
            ],
            [
              -82.9,
              38.79
            ],
            [
              -82.9,
              38.77
            ],
            [
              -82.92,
              38.75
            ],
            [
              -82.92,
              38.74
            ],
            [
              -82.94,
              38.72
            ],
            [
              -82.99,
              38.7
            ],
            [
              -83.01,
              38.68
            ],
            [
              -83.03,
              38.62
            ],
            [
              -83.05,
              38.6
            ],
            [
              -83.07,
              38.6
            ],
            [
              -83.08,
              38.59
            ],
            [
              -83.11,
              38.59
            ],
            [
              -83.14,
              38.61
            ],
            [
              -83.14,
              38.66
            ],
            [
              -83.1,
              38.7
            ],
            [
              -83.1,
              38.72
            ],
            [
              -83.14,
              38.76
            ],
            [
              -83.15,
              38.76
            ],
            [
              -83.17,
              38.79
            ],
            [
              -83.16,
              38.82
            ],
            [
              -83.12,
              38.82
            ],
            [
              -83.11,
              38.83
            ]
          ]
        ]
      },
      "raw_probability": 0.7091,
      "confidence_lo": 0.0168,
      "confidence_hi": 0.0173,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "3e59646df06941dd37a31b20cd62d4394f54d33cc7325576da380bccd82e53c4",
        "input_sha256": "760b3d5b0d3ba0532691c5e95873a518122b9a2005037e9236f989a97a3f654d",
        "issued_at": "2026-08-16T08:23:58Z",
        "raw_probability": 0.7091,
        "probability": 0.017266,
        "confidence_lo": 0.016807,
        "confidence_hi": 0.017274,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f6bb548461ee070e673e5361aa19be02674cdf22f6509415e428cd45031fa839",
        "signature": {
          "alg": "ed25519",
          "sig": "d1971b3964fafeb9ba46b30bf9ab2c715974939831d0f6a6261beaaa32977a345ba2935589d01e9a29327423e7d92291302b94a5b09acfd6cf9db97875fb4e0a"
        }
      },
      "receipt_sha256": "f6bb548461ee070e673e5361aa19be02674cdf22f6509415e428cd45031fa839"
    },
    {
      "storm_id": "281841",
      "lat": 39.7445,
      "lon": -80.7785,
      "motion_east": 7.9,
      "motion_south": 3.0,
      "valid_time": "20260816_080041 UTC",
      "tornado_probability": 0.0173,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1219.0,
      "ebshear": 31.0,
      "srh01": 205.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 205.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.8624
        },
        {
          "name": "alignment",
          "value": -8.0475
        },
        {
          "name": "tau",
          "value": 1.531
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6839
      },
      "coherence_score": 1.5310167074203491,
      "coherence_diagnostics": {
        "tau": 1.5310167074203491,
        "grad_tau": 0.22053098678588867,
        "torsion": 0.0,
        "alignment": -8.047516822814941,
        "S_field": 0.44138750433921814,
        "Gamma_field": 0.26697999238967896,
        "S_over_Gamma": 1.653260588645935,
        "Da": 14.961126327514648,
        "E_coh": 0.5315244197845459,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -80.71,
              39.81
            ],
            [
              -80.66,
              39.81
            ],
            [
              -80.65,
              39.79
            ],
            [
              -80.68,
              39.75
            ],
            [
              -80.73,
              39.74
            ],
            [
              -80.78,
              39.68
            ],
            [
              -80.81,
              39.68
            ],
            [
              -80.84,
              39.66
            ],
            [
              -80.92,
              39.66
            ],
            [
              -80.92,
              39.71
            ],
            [
              -80.91,
              39.71
            ],
            [
              -80.87,
              39.75
            ],
            [
              -80.83,
              39.77
            ],
            [
              -80.82,
              39.76
            ],
            [
              -80.79,
              39.76
            ],
            [
              -80.76,
              39.74
            ],
            [
              -80.74,
              39.74
            ],
            [
              -80.72,
              39.76
            ],
            [
              -80.72,
              39.8
            ],
            [
              -80.71,
              39.81
            ]
          ]
        ]
      },
      "raw_probability": 0.6839,
      "confidence_lo": 0.0168,
      "confidence_hi": 0.0173,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "3e59646df06941dd37a31b20cd62d4394f54d33cc7325576da380bccd82e53c4",
        "input_sha256": "41ac01f728c14315d64484efd71edc3fb98054a0fba8744c44daa47ef7485a06",
        "issued_at": "2026-08-16T08:23:58Z",
        "raw_probability": 0.6839,
        "probability": 0.017266,
        "confidence_lo": 0.016807,
        "confidence_hi": 0.017274,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1d04e4fc705200208a7b3247d9f359a6681d1664caf32592229655964b43591e",
        "signature": {
          "alg": "ed25519",
          "sig": "80b4ba88da9c43a47d5ab4911a5d96bdaac2cc47d455f782e4b041eb989960f63e346a92475a357e90ab834c3388fe903de6fb17b3d1d6aaaa4dda2d554d130d"
        }
      },
      "receipt_sha256": "1d04e4fc705200208a7b3247d9f359a6681d1664caf32592229655964b43591e"
    },
    {
      "storm_id": "281898",
      "lat": 39.9833,
      "lon": -83.7817,
      "motion_east": 7.0,
      "motion_south": 0.0,
      "valid_time": "20260816_080041 UTC",
      "tornado_probability": 0.0173,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1820.0,
      "ebshear": 21.0,
      "srh01": 101.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 101.0
        },
        {
          "name": "hrrr_pwat",
          "value": 50.3624
        },
        {
          "name": "alignment",
          "value": -11.3451
        },
        {
          "name": "tau",
          "value": 2.2589
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6818
      },
      "coherence_score": 2.258896827697754,
      "coherence_diagnostics": {
        "tau": 2.258896827697754,
        "grad_tau": 0.12169377505779266,
        "torsion": 0.0,
        "alignment": -11.34514045715332,
        "S_field": 0.7798815369606018,
        "Gamma_field": 0.3703133165836334,
        "S_over_Gamma": 2.106004476547241,
        "Da": 22.86407470703125,
        "E_coh": 0.5501214265823364,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.77,
              40.01
            ],
            [
              -83.76,
              40.0
            ],
            [
              -83.77,
              39.94
            ],
            [
              -83.81,
              39.94
            ],
            [
              -83.81,
              40.0
            ],
            [
              -83.77,
              40.01
            ]
          ]
        ]
      },
      "raw_probability": 0.6818,
      "confidence_lo": 0.0168,
      "confidence_hi": 0.0173,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "3e59646df06941dd37a31b20cd62d4394f54d33cc7325576da380bccd82e53c4",
        "input_sha256": "28336fb6741362ca5fb6801d73351830a7d304ebe6c38541ebbc12a52eb2c731",
        "issued_at": "2026-08-16T08:23:58Z",
        "raw_probability": 0.6818,
        "probability": 0.017266,
        "confidence_lo": 0.016807,
        "confidence_hi": 0.017274,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d82c8a3d2b25ad31b401272e0b33d5e24bea88c0fa06a5e8529bf823be98dccd",
        "signature": {
          "alg": "ed25519",
          "sig": "fb82db2bdaaa09fc9824f59c455e867ea681b348402ec880ce12f3bf7c0c4579f3446882b14dd20d93bbe2fc9e1837b6fa39677520cfb702b3388b49a0a69208"
        }
      },
      "receipt_sha256": "d82c8a3d2b25ad31b401272e0b33d5e24bea88c0fa06a5e8529bf823be98dccd"
    },
    {
      "storm_id": "281985",
      "lat": 39.4407,
      "lon": -80.84,
      "motion_east": 8.4,
      "motion_south": 4.9,
      "valid_time": "20260816_080041 UTC",
      "tornado_probability": 0.0173,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1519.0,
      "ebshear": 28.0,
      "srh01": 165.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 165.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.6124
        },
        {
          "name": "alignment",
          "value": -9.7664
        },
        {
          "name": "tau",
          "value": 1.765
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6792
      },
      "coherence_score": 1.7649800777435303,
      "coherence_diagnostics": {
        "tau": 1.7649800777435303,
        "grad_tau": 0.2738606929779053,
        "torsion": 0.0,
        "alignment": -9.76639175415039,
        "S_field": 0.5981112122535706,
        "Gamma_field": 0.24531331658363342,
        "S_over_Gamma": 2.438152313232422,
        "Da": 14.258025169372559,
        "E_coh": 0.6075040102005005,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -80.84,
              39.47
            ],
            [
              -80.8,
              39.47
            ],
            [
              -80.78,
              39.46
            ],
            [
              -80.77,
              39.45
            ],
            [
              -80.78,
              39.44
            ],
            [
              -80.78,
              39.42
            ],
            [
              -80.79,
              39.41
            ],
            [
              -80.86,
              39.41
            ],
            [
              -80.87,
              39.4
            ],
            [
              -80.92,
              39.4
            ],
            [
              -80.92,
              39.45
            ],
            [
              -80.9,
              39.46
            ],
            [
              -80.89,
              39.45
            ],
            [
              -80.86,
              39.45
            ],
            [
              -80.84,
              39.47
            ]
          ]
        ]
      },
      "raw_probability": 0.6792,
      "confidence_lo": 0.0168,
      "confidence_hi": 0.0173,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "3e59646df06941dd37a31b20cd62d4394f54d33cc7325576da380bccd82e53c4",
        "input_sha256": "496ceec5bb3767f9d3b3db14c8284bc483fdd8234999657e5d688ebc92d82d36",
        "issued_at": "2026-08-16T08:23:58Z",
        "raw_probability": 0.6792,
        "probability": 0.017266,
        "confidence_lo": 0.016807,
        "confidence_hi": 0.017274,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "505a5bd7c10c4ac49987b30230aa966c14a31ff29b1724e00bbda6bf95417cf1",
        "signature": {
          "alg": "ed25519",
          "sig": "249214d379ae26bd99858c448b4e1244b099df61441d5ae17689a888301cc69155992a0e5fd0f748ef30d7de661e9fd79579a7a994d9b269907dc6106b88cd05"
        }
      },
      "receipt_sha256": "505a5bd7c10c4ac49987b30230aa966c14a31ff29b1724e00bbda6bf95417cf1"
    },
    {
      "storm_id": "281646",
      "lat": 39.317,
      "lon": -83.9157,
      "motion_east": 9.9,
      "motion_south": 3.6,
      "valid_time": "20260816_080041 UTC",
      "tornado_probability": 0.0173,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 884.0,
      "ebshear": 24.0,
      "srh01": 100.0,
      "maxllaz": 0.004,
      "mesh": 0.26,
      "flash_rate": 4.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 100.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.6124
        },
        {
          "name": "alignment",
          "value": -4.4924
        },
        {
          "name": "tau",
          "value": 2.2914
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6744
      },
      "coherence_score": 2.291378974914551,
      "coherence_diagnostics": {
        "tau": 2.291378974914551,
        "grad_tau": 0.08426449447870255,
        "torsion": 0.0,
        "alignment": -4.49238395690918,
        "S_field": 0.9657987356185913,
        "Gamma_field": 0.3694799840450287,
        "S_over_Gamma": 2.613940715789795,
        "Da": 22.782262802124023,
        "E_coh": 0.6552977561950684,
        "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": [
          [
            [
              -83.85,
              39.41
            ],
            [
              -83.81,
              39.38
            ],
            [
              -83.81,
              39.26
            ],
            [
              -83.83,
              39.24
            ],
            [
              -83.87,
              39.23
            ],
            [
              -83.88,
              39.22
            ],
            [
              -83.89,
              39.23
            ],
            [
              -83.92,
              39.23
            ],
            [
              -83.97,
              39.28
            ],
            [
              -84.0,
              39.28
            ],
            [
              -84.01,
              39.29
            ],
            [
              -83.96,
              39.29
            ],
            [
              -83.93,
              39.32
            ],
            [
              -83.93,
              39.33
            ],
            [
              -83.95,
              39.35
            ],
            [
              -83.96,
              39.34
            ],
            [
              -83.99,
              39.34
            ],
            [
              -83.99,
              39.35
            ],
            [
              -83.97,
              39.36
            ],
            [
              -83.93,
              39.36
            ],
            [
              -83.9,
              39.39
            ],
            [
              -83.86,
              39.4
            ],
            [
              -83.85,
              39.41
            ]
          ]
        ]
      },
      "raw_probability": 0.6744,
      "confidence_lo": 0.0168,
      "confidence_hi": 0.0173,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "3e59646df06941dd37a31b20cd62d4394f54d33cc7325576da380bccd82e53c4",
        "input_sha256": "3b12a9f1d190a2400e8e90d21c9bc4fcf1ef1951b08f10f32de451cbf7376439",
        "issued_at": "2026-08-16T08:23:58Z",
        "raw_probability": 0.6744,
        "probability": 0.017266,
        "confidence_lo": 0.016807,
        "confidence_hi": 0.017274,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "48b2f44315fb9c03da77a650c473ac5bd372b036695a5d0c0b0420c3f819542c",
        "signature": {
          "alg": "ed25519",
          "sig": "101176981f9484a36515e8b40807a2a7875c6821b50b360d67c97fdfa9cf8a9417c0ea6e1e7bff6d3deef404f27279eece5a7d07a9c00757451263f7748ed202"
        }
      },
      "receipt_sha256": "48b2f44315fb9c03da77a650c473ac5bd372b036695a5d0c0b0420c3f819542c"
    },
    {
      "storm_id": "281918",
      "lat": 38.8362,
      "lon": -82.4069,
      "motion_east": 8.9,
      "motion_south": 3.5,
      "valid_time": "20260816_080041 UTC",
      "tornado_probability": 0.0146,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1510.0,
      "ebshear": 24.0,
      "srh01": 111.0,
      "maxllaz": 0.004,
      "mesh": 0.06,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 111.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.8624
        },
        {
          "name": "alignment",
          "value": -5.9801
        },
        {
          "name": "tau",
          "value": 1.9034
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6399
      },
      "coherence_score": 1.903415560722351,
      "coherence_diagnostics": {
        "tau": 1.903415560722351,
        "grad_tau": 0.3091253936290741,
        "torsion": 0.0,
        "alignment": -5.980085849761963,
        "S_field": 0.4633622169494629,
        "Gamma_field": 0.4253132939338684,
        "S_over_Gamma": 1.0894609689712524,
        "Da": 26.12905502319336,
        "E_coh": 0.5871074795722961,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -82.43,
              38.92
            ],
            [
              -82.31,
              38.9
            ],
            [
              -82.29,
              38.87
            ],
            [
              -82.29,
              38.84
            ],
            [
              -82.36,
              38.78
            ],
            [
              -82.36,
              38.76
            ],
            [
              -82.4,
              38.74
            ],
            [
              -82.44,
              38.75
            ],
            [
              -82.45,
              38.76
            ],
            [
              -82.45,
              38.79
            ],
            [
              -82.46,
              38.8
            ],
            [
              -82.46,
              38.86
            ],
            [
              -82.47,
              38.87
            ],
            [
              -82.47,
              38.91
            ],
            [
              -82.44,
              38.91
            ],
            [
              -82.43,
              38.92
            ]
          ]
        ]
      },
      "raw_probability": 0.6399,
      "confidence_lo": 0.0126,
      "confidence_hi": 0.0146,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "3e59646df06941dd37a31b20cd62d4394f54d33cc7325576da380bccd82e53c4",
        "input_sha256": "28e074a0128a7a87eecbdfe1e51e1a2d916a53a0a7b4a1df5e29b63cfc3b3792",
        "issued_at": "2026-08-16T08:23:58Z",
        "raw_probability": 0.6399,
        "probability": 0.014618,
        "confidence_lo": 0.012626,
        "confidence_hi": 0.014647,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d42d5687dce6dcf8b9357343e295efb0d8d22eed0770d4f0c9086cb9924e1714",
        "signature": {
          "alg": "ed25519",
          "sig": "6874060a1d26bcf4329cd36847a45c58c44154613c3690905160959410b23dbe6a6ab836a83d0b621cfecab246617f86f8866bb10e11ac068cafa877e254c70a"
        }
      },
      "receipt_sha256": "d42d5687dce6dcf8b9357343e295efb0d8d22eed0770d4f0c9086cb9924e1714"
    },
    {
      "storm_id": "281303",
      "lat": 40.0713,
      "lon": -90.9878,
      "motion_east": 9.7,
      "motion_south": 2.8,
      "valid_time": "20260816_080041 UTC",
      "tornado_probability": 0.0109,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2663.0,
      "ebshear": 33.0,
      "srh01": 104.0,
      "maxllaz": 0.002,
      "mesh": 0.13,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 104.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.2374
        },
        {
          "name": "alignment",
          "value": -6.2056
        },
        {
          "name": "tau",
          "value": 1.9503
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6322
      },
      "coherence_score": 1.9503068923950195,
      "coherence_diagnostics": {
        "tau": 1.9503068923950195,
        "grad_tau": 0.1715032458305359,
        "torsion": 0.0,
        "alignment": -6.2056074142456055,
        "S_field": 1.0052764415740967,
        "Gamma_field": 0.29031333327293396,
        "S_over_Gamma": 3.4627292156219482,
        "Da": 17.493465423583984,
        "E_coh": 0.8456693887710571,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 4,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -90.91,
              40.18
            ],
            [
              -90.87,
              40.18
            ],
            [
              -90.85,
              40.17
            ],
            [
              -90.83,
              40.13
            ],
            [
              -90.83,
              40.1
            ],
            [
              -90.93,
              40.0
            ],
            [
              -90.95,
              40.0
            ],
            [
              -90.98,
              39.97
            ],
            [
              -91.0,
              39.97
            ],
            [
              -91.04,
              39.95
            ],
            [
              -91.07,
              39.95
            ],
            [
              -91.09,
              39.96
            ],
            [
              -91.1,
              39.97
            ],
            [
              -91.1,
              40.01
            ],
            [
              -91.07,
              40.05
            ],
            [
              -91.07,
              40.07
            ],
            [
              -91.08,
              40.08
            ],
            [
              -91.08,
              40.12
            ],
            [
              -91.04,
              40.14
            ],
            [
              -91.0,
              40.14
            ],
            [
              -90.97,
              40.16
            ],
            [
              -90.95,
              40.16
            ],
            [
              -90.91,
              40.18
            ]
          ]
        ]
      },
      "raw_probability": 0.6322,
      "confidence_lo": 0.0104,
      "confidence_hi": 0.0109,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "3e59646df06941dd37a31b20cd62d4394f54d33cc7325576da380bccd82e53c4",
        "input_sha256": "c683257c482523ae981f5b3ff268f8752b29032d1aae876efed1396c2c549ca1",
        "issued_at": "2026-08-16T08:23:58Z",
        "raw_probability": 0.6322,
        "probability": 0.010938,
        "confidence_lo": 0.010369,
        "confidence_hi": 0.010945,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c8e80bb377754e18d47f6a0f1133808a63dc8272f0a461eb1c41b56bcd02db2e",
        "signature": {
          "alg": "ed25519",
          "sig": "b01f95e4e42c8ff56a1237db14bd966b8ad140fb0debd586cc870feffd491ea2dcfcd1e9b7399d1eefd747f2a493d05dc2502173eacb0bb9c853b509281eb90a"
        }
      },
      "receipt_sha256": "c8e80bb377754e18d47f6a0f1133808a63dc8272f0a461eb1c41b56bcd02db2e"
    },
    {
      "storm_id": "282024",
      "lat": 39.355,
      "lon": -89.2138,
      "motion_east": 6.5,
      "motion_south": -1.0,
      "valid_time": "20260816_080041 UTC",
      "tornado_probability": 0.0109,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2936.0,
      "ebshear": 31.0,
      "srh01": 105.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 105.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.1124
        },
        {
          "name": "alignment",
          "value": -2.5623
        },
        {
          "name": "tau",
          "value": 1.6554
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6269
      },
      "coherence_score": 1.655390977859497,
      "coherence_diagnostics": {
        "tau": 1.655390977859497,
        "grad_tau": 0.24605755507946014,
        "torsion": 0.0,
        "alignment": -2.5623245239257812,
        "S_field": 0.6728931665420532,
        "Gamma_field": 0.6511467099189758,
        "S_over_Gamma": 1.0333971977233887,
        "Da": 39.536739349365234,
        "E_coh": 0.7296146154403687,
        "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": [
          [
            [
              -89.22,
              39.39
            ],
            [
              -89.18,
              39.38
            ],
            [
              -89.18,
              39.33
            ],
            [
              -89.19,
              39.32
            ],
            [
              -89.22,
              39.32
            ],
            [
              -89.25,
              39.34
            ],
            [
              -89.25,
              39.37
            ],
            [
              -89.22,
              39.39
            ]
          ]
        ]
      },
      "raw_probability": 0.6269,
      "confidence_lo": 0.0104,
      "confidence_hi": 0.0109,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "3e59646df06941dd37a31b20cd62d4394f54d33cc7325576da380bccd82e53c4",
        "input_sha256": "50818532b2a06633679ac5fa5790939bdd4808e5b5eb38514fdf9ef658b0371e",
        "issued_at": "2026-08-16T08:23:58Z",
        "raw_probability": 0.6269,
        "probability": 0.010938,
        "confidence_lo": 0.010369,
        "confidence_hi": 0.010945,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "df1305a4310266bc0df951d77e32f18177de9d08f7d2f1322456247b3c825bd2",
        "signature": {
          "alg": "ed25519",
          "sig": "1a11681a1856a8d188ce9910b8a39f857b24b5e27890496821b0b5712754bbfb13a254d461a5b40990c4a76dc2d0249ef025d34c8129a1b4b5e825d89bef3401"
        }
      },
      "receipt_sha256": "df1305a4310266bc0df951d77e32f18177de9d08f7d2f1322456247b3c825bd2"
    },
    {
      "storm_id": "281777",
      "lat": 38.84,
      "lon": -80.6674,
      "motion_east": 9.5,
      "motion_south": 4.7,
      "valid_time": "20260816_080041 UTC",
      "tornado_probability": 0.0109,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1411.0,
      "ebshear": 25.0,
      "srh01": 101.0,
      "maxllaz": 0.003,
      "mesh": 0.04,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 101.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.1124
        },
        {
          "name": "alignment",
          "value": -8.1358
        },
        {
          "name": "tau",
          "value": 1.5228
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6171
      },
      "coherence_score": 1.522817611694336,
      "coherence_diagnostics": {
        "tau": 1.522817611694336,
        "grad_tau": 0.10898633301258087,
        "torsion": 0.0,
        "alignment": -8.135765075683594,
        "S_field": 0.509164571762085,
        "Gamma_field": 0.4086466431617737,
        "S_over_Gamma": 1.2459776401519775,
        "Da": 25.2252254486084,
        "E_coh": 0.5445323586463928,
        "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": [
          [
            [
              -80.63,
              38.97
            ],
            [
              -80.61,
              38.97
            ],
            [
              -80.6,
              38.96
            ],
            [
              -80.59,
              38.94
            ],
            [
              -80.59,
              38.91
            ],
            [
              -80.63,
              38.83
            ],
            [
              -80.63,
              38.78
            ],
            [
              -80.64,
              38.77
            ],
            [
              -80.64,
              38.74
            ],
            [
              -80.67,
              38.71
            ],
            [
              -80.73,
              38.71
            ],
            [
              -80.75,
              38.73
            ],
            [
              -80.75,
              38.76
            ],
            [
              -80.74,
              38.77
            ],
            [
              -80.74,
              38.8
            ],
            [
              -80.72,
              38.83
            ],
            [
              -80.72,
              38.86
            ],
            [
              -80.67,
              38.95
            ],
            [
              -80.63,
              38.97
            ]
          ]
        ]
      },
      "raw_probability": 0.6171,
      "confidence_lo": 0.0104,
      "confidence_hi": 0.0109,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "3e59646df06941dd37a31b20cd62d4394f54d33cc7325576da380bccd82e53c4",
        "input_sha256": "24f7fc1a49e7e02c493abb84ca8f6ab2f0786f9938be913df8cd074b383f59b8",
        "issued_at": "2026-08-16T08:23:58Z",
        "raw_probability": 0.6171,
        "probability": 0.010938,
        "confidence_lo": 0.010369,
        "confidence_hi": 0.010945,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1ffa8c5791f0cfd4b6cbdc757979bc2f2e591499c5da342073b333b2c6a37bd3",
        "signature": {
          "alg": "ed25519",
          "sig": "a21bdfc85ef68d8af1045c98d539f912223c4707bf169f38e0c9b4f98a1198d3d44cff1561af506d3959fb815fe1c2a56994ad70b217feb590abc371b729b406"
        }
      },
      "receipt_sha256": "1ffa8c5791f0cfd4b6cbdc757979bc2f2e591499c5da342073b333b2c6a37bd3"
    },
    {
      "storm_id": "281959",
      "lat": 39.0556,
      "lon": -80.7782,
      "motion_east": 8.8,
      "motion_south": 4.9,
      "valid_time": "20260816_080041 UTC",
      "tornado_probability": 0.0109,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1653.0,
      "ebshear": 26.0,
      "srh01": 98.0,
      "maxllaz": 0.004,
      "mesh": 0.06,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 98.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.1124
        },
        {
          "name": "alignment",
          "value": -8.1358
        },
        {
          "name": "tau",
          "value": 1.5228
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6171
      },
      "coherence_score": 1.522817611694336,
      "coherence_diagnostics": {
        "tau": 1.522817611694336,
        "grad_tau": 0.10898633301258087,
        "torsion": 0.0,
        "alignment": -8.135765075683594,
        "S_field": 0.509164571762085,
        "Gamma_field": 0.4086466431617737,
        "S_over_Gamma": 1.2459776401519775,
        "Da": 25.2252254486084,
        "E_coh": 0.5445323586463928,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -80.54,
              39.36
            ],
            [
              -80.48,
              39.36
            ],
            [
              -80.48,
              39.33
            ],
            [
              -80.5,
              39.29
            ],
            [
              -80.52,
              39.27
            ],
            [
              -80.55,
              39.26
            ],
            [
              -80.56,
              39.24
            ],
            [
              -80.58,
              39.23
            ],
            [
              -80.6,
              39.24
            ],
            [
              -80.67,
              39.18
            ],
            [
              -80.68,
              39.16
            ],
            [
              -80.69,
              39.08
            ],
            [
              -80.71,
              39.04
            ],
            [
              -80.75,
              39.02
            ],
            [
              -80.78,
              38.99
            ],
            [
              -80.78,
              38.98
            ],
            [
              -80.8,
              38.96
            ],
            [
              -80.8,
              38.94
            ],
            [
              -80.82,
              38.9
            ],
            [
              -80.87,
              38.85
            ],
            [
              -80.87,
              38.84
            ],
            [
              -80.82,
              38.79
            ],
            [
              -80.82,
              38.74
            ],
            [
              -80.86,
              38.71
            ],
            [
              -80.88,
              38.71
            ],
            [
              -80.96,
              38.63
            ],
            [
              -80.98,
              38.62
            ],
            [
              -81.02,
              38.62
            ],
            [
              -81.04,
              38.64
            ],
            [
              -81.04,
              38.69
            ],
            [
              -81.02,
              38.71
            ],
            [
              -81.01,
              38.74
            ],
            [
              -80.91,
              38.84
            ],
            [
              -80.91,
              38.91
            ],
            [
              -80.89,
              38.95
            ],
            [
              -80.89,
              39.01
            ],
            [
              -80.91,
              39.04
            ],
            [
              -80.91,
              39.06
            ],
            [
              -80.87,
              39.07
            ],
            [
              -80.81,
              39.14
            ],
            [
              -80.8,
              39.14
            ],
            [
              -80.78,
              39.16
            ],
            [
              -80.76,
              39.16
            ],
            [
              -80.71,
              39.2
            ],
            [
              -80.74,
              39.23
            ],
            [
              -80.85,
              39.22
            ],
            [
              -80.86,
              39.23
            ],
            [
              -80.86,
              39.27
            ],
            [
              -80.84,
              39.29
            ],
            [
              -80.78,
              39.32
            ],
            [
              -80.75,
              39.32
            ],
            [
              -80.69,
              39.35
            ],
            [
              -80.65,
              39.35
            ],
            [
              -80.61,
              39.32
            ],
            [
              -80.54,
              39.36
            ]
          ]
        ]
      },
      "raw_probability": 0.6171,
      "confidence_lo": 0.0104,
      "confidence_hi": 0.0109,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "3e59646df06941dd37a31b20cd62d4394f54d33cc7325576da380bccd82e53c4",
        "input_sha256": "24f7fc1a49e7e02c493abb84ca8f6ab2f0786f9938be913df8cd074b383f59b8",
        "issued_at": "2026-08-16T08:23:58Z",
        "raw_probability": 0.6171,
        "probability": 0.010938,
        "confidence_lo": 0.010369,
        "confidence_hi": 0.010945,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "1ffa8c5791f0cfd4b6cbdc757979bc2f2e591499c5da342073b333b2c6a37bd3",
        "signature": {
          "alg": "ed25519",
          "sig": "a21bdfc85ef68d8af1045c98d539f912223c4707bf169f38e0c9b4f98a1198d3d44cff1561af506d3959fb815fe1c2a56994ad70b217feb590abc371b729b406"
        }
      },
      "receipt_sha256": "1ffa8c5791f0cfd4b6cbdc757979bc2f2e591499c5da342073b333b2c6a37bd3"
    },
    {
      "storm_id": "282025",
      "lat": 39.2373,
      "lon": -89.9673,
      "motion_east": 6.5,
      "motion_south": -1.0,
      "valid_time": "20260816_080041 UTC",
      "tornado_probability": 0.0109,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 4111.0,
      "ebshear": 36.0,
      "srh01": 115.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 115.0
        },
        {
          "name": "hrrr_pwat",
          "value": 54.7374
        },
        {
          "name": "alignment",
          "value": -8.2731
        },
        {
          "name": "tau",
          "value": 1.8103
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6032
      },
      "coherence_score": 1.8103269338607788,
      "coherence_diagnostics": {
        "tau": 1.8103269338607788,
        "grad_tau": 0.1639765501022339,
        "torsion": 0.0,
        "alignment": -8.273092269897461,
        "S_field": 0.8160613775253296,
        "Gamma_field": 0.4953133165836334,
        "S_over_Gamma": 1.6475659608840942,
        "Da": 30.16170310974121,
        "E_coh": 0.7684444785118103,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -90.0,
              39.28
            ],
            [
              -89.97,
              39.28
            ],
            [
              -89.95,
              39.27
            ],
            [
              -89.91,
              39.2
            ],
            [
              -89.93,
              39.2
            ],
            [
              -89.94,
              39.19
            ],
            [
              -89.95,
              39.2
            ],
            [
              -89.97,
              39.2
            ],
            [
              -90.01,
              39.24
            ],
            [
              -90.01,
              39.27
            ],
            [
              -90.0,
              39.28
            ]
          ]
        ]
      },
      "raw_probability": 0.6032,
      "confidence_lo": 0.0104,
      "confidence_hi": 0.0109,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "3e59646df06941dd37a31b20cd62d4394f54d33cc7325576da380bccd82e53c4",
        "input_sha256": "45137f63973e0c23dc06441828ee9d97b21e51c33bb67d770be3a4ac79ea1d69",
        "issued_at": "2026-08-16T08:23:58Z",
        "raw_probability": 0.6032,
        "probability": 0.010938,
        "confidence_lo": 0.010369,
        "confidence_hi": 0.010945,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "52051dbb50371337dd1a1109d4fd229576ff9f4a1d7c5d851f1a85f82041442e",
        "signature": {
          "alg": "ed25519",
          "sig": "5ddb649757b991aaca1848e1517c0d78f4375dfc4e0c2c32292e8a47d67237e1ae60f634fb563000121196f078bd5705af54bd2d74fc904c7e55cb0186a6df04"
        }
      },
      "receipt_sha256": "52051dbb50371337dd1a1109d4fd229576ff9f4a1d7c5d851f1a85f82041442e"
    },
    {
      "storm_id": "282018",
      "lat": 39.9855,
      "lon": -84.9864,
      "motion_east": 9.6,
      "motion_south": 2.7,
      "valid_time": "20260816_080041 UTC",
      "tornado_probability": 0.0109,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2312.0,
      "ebshear": 27.0,
      "srh01": 104.0,
      "maxllaz": 0.002,
      "mesh": 0.1,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 104.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.6124
        },
        {
          "name": "alignment",
          "value": 9.3451
        },
        {
          "name": "tau",
          "value": 2.3867
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.6005
      },
      "coherence_score": 2.3866872787475586,
      "coherence_diagnostics": {
        "tau": 2.3866872787475586,
        "grad_tau": 0.2435016930103302,
        "torsion": 0.0,
        "alignment": 9.345065116882324,
        "S_field": 1.6149547100067139,
        "Gamma_field": 0.240313321352005,
        "S_over_Gamma": 6.720204830169678,
        "Da": 15.016449928283691,
        "E_coh": 0.7858394384384155,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -85.0,
              40.02
            ],
            [
              -84.96,
              40.02
            ],
            [
              -84.95,
              40.01
            ],
            [
              -84.95,
              39.99
            ],
            [
              -84.94,
              39.98
            ],
            [
              -84.94,
              39.94
            ],
            [
              -85.03,
              39.94
            ],
            [
              -85.04,
              39.95
            ],
            [
              -85.02,
              39.97
            ],
            [
              -85.02,
              40.0
            ],
            [
              -85.0,
              40.02
            ]
          ]
        ]
      },
      "raw_probability": 0.6005,
      "confidence_lo": 0.0104,
      "confidence_hi": 0.0109,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "3e59646df06941dd37a31b20cd62d4394f54d33cc7325576da380bccd82e53c4",
        "input_sha256": "087b8787759ec7ea91c448a089b8925510f35fd6978dffb7b3c37466e9b970ba",
        "issued_at": "2026-08-16T08:23:58Z",
        "raw_probability": 0.6005,
        "probability": 0.010938,
        "confidence_lo": 0.010369,
        "confidence_hi": 0.010945,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f7dcdee62f6f21de507452134d5a3d782ded8f3476bde270fb9908f8e03aacb2",
        "signature": {
          "alg": "ed25519",
          "sig": "447471a7e4daa0365202455d37bfa37d235b750a0494b805bef9f59d30dcba53765a77ca5464d43c10988b5da24786cd4607b7df918471a37e5acba02a1f5207"
        }
      },
      "receipt_sha256": "f7dcdee62f6f21de507452134d5a3d782ded8f3476bde270fb9908f8e03aacb2"
    },
    {
      "storm_id": "281786",
      "lat": 40.175,
      "lon": -85.13,
      "motion_east": 10.6,
      "motion_south": 3.9,
      "valid_time": "20260816_080041 UTC",
      "tornado_probability": 0.0109,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2031.0,
      "ebshear": 25.0,
      "srh01": 120.0,
      "maxllaz": 0.003,
      "mesh": 0.14,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 120.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.7374
        },
        {
          "name": "alignment",
          "value": 4.2514
        },
        {
          "name": "tau",
          "value": 2.1043
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5983
      },
      "coherence_score": 2.1042797565460205,
      "coherence_diagnostics": {
        "tau": 2.1042797565460205,
        "grad_tau": 0.37053847312927246,
        "torsion": 0.0,
        "alignment": 4.251351833343506,
        "S_field": 0.9711762070655823,
        "Gamma_field": 0.24114665389060974,
        "S_over_Gamma": 4.0273261070251465,
        "Da": 15.158502578735352,
        "E_coh": 0.7080450654029846,
        "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": [
          [
            [
              -85.14,
              40.26
            ],
            [
              -85.08,
              40.26
            ],
            [
              -85.06,
              40.24
            ],
            [
              -85.06,
              40.22
            ],
            [
              -85.04,
              40.19
            ],
            [
              -85.06,
              40.17
            ],
            [
              -85.06,
              40.14
            ],
            [
              -85.08,
              40.12
            ],
            [
              -85.11,
              40.12
            ],
            [
              -85.12,
              40.13
            ],
            [
              -85.2,
              40.13
            ],
            [
              -85.21,
              40.12
            ],
            [
              -85.23,
              40.12
            ],
            [
              -85.25,
              40.13
            ],
            [
              -85.24,
              40.19
            ],
            [
              -85.14,
              40.26
            ]
          ]
        ]
      },
      "raw_probability": 0.5983,
      "confidence_lo": 0.0103,
      "confidence_hi": 0.0109,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "3e59646df06941dd37a31b20cd62d4394f54d33cc7325576da380bccd82e53c4",
        "input_sha256": "1bc40a833b5de15c6d5abcd9bfcc569ed0868742036a05116d37e3085ecfac1b",
        "issued_at": "2026-08-16T08:23:58Z",
        "raw_probability": 0.5983,
        "probability": 0.010938,
        "confidence_lo": 0.010336,
        "confidence_hi": 0.010945,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5d66753abcaa3378e4f4775e9f044c191f6d85dd3cba8d304a334668e4434232",
        "signature": {
          "alg": "ed25519",
          "sig": "c4a8bf9ec1c44f9f8931f9e77b1e120a324a181d24311866e6924ae4f0ef728f580fb589882056ac93d9c8ee61bb2224670fe2d253fae9751fb7fecf33362003"
        }
      },
      "receipt_sha256": "5d66753abcaa3378e4f4775e9f044c191f6d85dd3cba8d304a334668e4434232"
    },
    {
      "storm_id": "281954",
      "lat": 40.3127,
      "lon": -85.3264,
      "motion_east": 10.1,
      "motion_south": 3.3,
      "valid_time": "20260816_080041 UTC",
      "tornado_probability": 0.0109,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1843.0,
      "ebshear": 25.0,
      "srh01": 129.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 129.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.7374
        },
        {
          "name": "alignment",
          "value": 4.2514
        },
        {
          "name": "tau",
          "value": 2.1043
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5983
      },
      "coherence_score": 2.1042797565460205,
      "coherence_diagnostics": {
        "tau": 2.1042797565460205,
        "grad_tau": 0.37053847312927246,
        "torsion": 0.0,
        "alignment": 4.251351833343506,
        "S_field": 0.9711762070655823,
        "Gamma_field": 0.24114665389060974,
        "S_over_Gamma": 4.0273261070251465,
        "Da": 15.158502578735352,
        "E_coh": 0.7080450654029846,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -85.28,
              40.36
            ],
            [
              -85.28,
              40.33
            ],
            [
              -85.31,
              40.29
            ],
            [
              -85.32,
              40.29
            ],
            [
              -85.36,
              40.26
            ],
            [
              -85.38,
              40.27
            ],
            [
              -85.36,
              40.29
            ],
            [
              -85.35,
              40.31
            ],
            [
              -85.35,
              40.34
            ],
            [
              -85.32,
              40.34
            ],
            [
              -85.28,
              40.36
            ]
          ]
        ]
      },
      "raw_probability": 0.5983,
      "confidence_lo": 0.0103,
      "confidence_hi": 0.0109,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "3e59646df06941dd37a31b20cd62d4394f54d33cc7325576da380bccd82e53c4",
        "input_sha256": "1bc40a833b5de15c6d5abcd9bfcc569ed0868742036a05116d37e3085ecfac1b",
        "issued_at": "2026-08-16T08:23:58Z",
        "raw_probability": 0.5983,
        "probability": 0.010938,
        "confidence_lo": 0.010336,
        "confidence_hi": 0.010945,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5d66753abcaa3378e4f4775e9f044c191f6d85dd3cba8d304a334668e4434232",
        "signature": {
          "alg": "ed25519",
          "sig": "c4a8bf9ec1c44f9f8931f9e77b1e120a324a181d24311866e6924ae4f0ef728f580fb589882056ac93d9c8ee61bb2224670fe2d253fae9751fb7fecf33362003"
        }
      },
      "receipt_sha256": "5d66753abcaa3378e4f4775e9f044c191f6d85dd3cba8d304a334668e4434232"
    },
    {
      "storm_id": "282017",
      "lat": 40.1267,
      "lon": -84.9373,
      "motion_east": 10.2,
      "motion_south": 3.5,
      "valid_time": "20260816_080041 UTC",
      "tornado_probability": 0.0109,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2015.0,
      "ebshear": 25.0,
      "srh01": 106.0,
      "maxllaz": 0.001,
      "mesh": 0.05,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 106.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.7374
        },
        {
          "name": "alignment",
          "value": 4.2514
        },
        {
          "name": "tau",
          "value": 2.1043
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5983
      },
      "coherence_score": 2.1042797565460205,
      "coherence_diagnostics": {
        "tau": 2.1042797565460205,
        "grad_tau": 0.37053847312927246,
        "torsion": 0.0,
        "alignment": 4.251351833343506,
        "S_field": 0.9711762070655823,
        "Gamma_field": 0.24114665389060974,
        "S_over_Gamma": 4.0273261070251465,
        "Da": 15.158502578735352,
        "E_coh": 0.7080450654029846,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.94,
              40.16
            ],
            [
              -84.93,
              40.15
            ],
            [
              -84.91,
              40.16
            ],
            [
              -84.87,
              40.16
            ],
            [
              -84.88,
              40.15
            ],
            [
              -84.9,
              40.15
            ],
            [
              -84.92,
              40.13
            ],
            [
              -84.93,
              40.09
            ],
            [
              -84.95,
              40.07
            ],
            [
              -84.96,
              40.07
            ],
            [
              -84.98,
              40.08
            ],
            [
              -84.98,
              40.11
            ],
            [
              -84.99,
              40.13
            ],
            [
              -84.98,
              40.13
            ],
            [
              -84.94,
              40.16
            ]
          ]
        ]
      },
      "raw_probability": 0.5983,
      "confidence_lo": 0.0103,
      "confidence_hi": 0.0109,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "3e59646df06941dd37a31b20cd62d4394f54d33cc7325576da380bccd82e53c4",
        "input_sha256": "1bc40a833b5de15c6d5abcd9bfcc569ed0868742036a05116d37e3085ecfac1b",
        "issued_at": "2026-08-16T08:23:58Z",
        "raw_probability": 0.5983,
        "probability": 0.010938,
        "confidence_lo": 0.010336,
        "confidence_hi": 0.010945,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5d66753abcaa3378e4f4775e9f044c191f6d85dd3cba8d304a334668e4434232",
        "signature": {
          "alg": "ed25519",
          "sig": "c4a8bf9ec1c44f9f8931f9e77b1e120a324a181d24311866e6924ae4f0ef728f580fb589882056ac93d9c8ee61bb2224670fe2d253fae9751fb7fecf33362003"
        }
      },
      "receipt_sha256": "5d66753abcaa3378e4f4775e9f044c191f6d85dd3cba8d304a334668e4434232"
    },
    {
      "storm_id": "282015",
      "lat": 40.2845,
      "lon": -84.8836,
      "motion_east": 9.1,
      "motion_south": 2.2,
      "valid_time": "20260816_080041 UTC",
      "tornado_probability": 0.0108,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1915.0,
      "ebshear": 22.0,
      "srh01": 101.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 101.0
        },
        {
          "name": "hrrr_pwat",
          "value": 53.7374
        },
        {
          "name": "alignment",
          "value": 4.2514
        },
        {
          "name": "tau",
          "value": 2.1043
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.597
      },
      "coherence_score": 2.1042797565460205,
      "coherence_diagnostics": {
        "tau": 2.1042797565460205,
        "grad_tau": 0.37053847312927246,
        "torsion": 0.0,
        "alignment": 4.251351833343506,
        "S_field": 0.9711762070655823,
        "Gamma_field": 0.24114665389060974,
        "S_over_Gamma": 4.0273261070251465,
        "Da": 15.158502578735352,
        "E_coh": 0.7080450654029846,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -84.89,
              40.33
            ],
            [
              -84.85,
              40.32
            ],
            [
              -84.85,
              40.24
            ],
            [
              -84.87,
              40.23
            ],
            [
              -84.89,
              40.24
            ],
            [
              -84.88,
              40.26
            ],
            [
              -84.89,
              40.27
            ],
            [
              -84.89,
              40.29
            ],
            [
              -84.91,
              40.3
            ],
            [
              -84.91,
              40.32
            ],
            [
              -84.89,
              40.33
            ]
          ]
        ]
      },
      "raw_probability": 0.597,
      "confidence_lo": 0.0103,
      "confidence_hi": 0.0108,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "3e59646df06941dd37a31b20cd62d4394f54d33cc7325576da380bccd82e53c4",
        "input_sha256": "7c39bd49a818e8cbacf034ef382ebb67b36b5ce71c58c903de513e0f1d85e4c2",
        "issued_at": "2026-08-16T08:23:58Z",
        "raw_probability": 0.597,
        "probability": 0.010786,
        "confidence_lo": 0.010336,
        "confidence_hi": 0.010791,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "71aa05ffee3b3765e72c616eec1c9f0f202b887b76322ec625e6436f602ec62c",
        "signature": {
          "alg": "ed25519",
          "sig": "fc8b7c9054fe18e0af32b4d6ed423a8c07877b20620e6c656a0fcc6b231c0cc892ea1bb2fc50a50421dab7ac10f0145dba6fb80ae2a32c869da6f74e9d54ba0f"
        }
      },
      "receipt_sha256": "71aa05ffee3b3765e72c616eec1c9f0f202b887b76322ec625e6436f602ec62c"
    },
    {
      "storm_id": "282026",
      "lat": 39.0677,
      "lon": -81.9385,
      "motion_east": 7.4,
      "motion_south": 0.8,
      "valid_time": "20260816_080041 UTC",
      "tornado_probability": 0.0108,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1338.0,
      "ebshear": 25.0,
      "srh01": 114.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 114.0
        },
        {
          "name": "hrrr_pwat",
          "value": 49.8624
        },
        {
          "name": "alignment",
          "value": -5.9801
        },
        {
          "name": "tau",
          "value": 1.9034
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5925
      },
      "coherence_score": 1.903415560722351,
      "coherence_diagnostics": {
        "tau": 1.903415560722351,
        "grad_tau": 0.3091253936290741,
        "torsion": 0.0,
        "alignment": -5.980085849761963,
        "S_field": 0.4633622169494629,
        "Gamma_field": 0.4253132939338684,
        "S_over_Gamma": 1.0894609689712524,
        "Da": 26.12905502319336,
        "E_coh": 0.5871074795722961,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.94,
              39.1
            ],
            [
              -81.93,
              39.09
            ],
            [
              -81.89,
              39.1
            ],
            [
              -81.91,
              39.08
            ],
            [
              -81.92,
              39.09
            ],
            [
              -81.93,
              39.08
            ],
            [
              -81.93,
              39.03
            ],
            [
              -81.94,
              39.02
            ],
            [
              -81.97,
              39.02
            ],
            [
              -81.98,
              39.03
            ],
            [
              -81.96,
              39.05
            ],
            [
              -81.96,
              39.09
            ],
            [
              -81.94,
              39.1
            ]
          ]
        ]
      },
      "raw_probability": 0.5925,
      "confidence_lo": 0.0103,
      "confidence_hi": 0.0108,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "3e59646df06941dd37a31b20cd62d4394f54d33cc7325576da380bccd82e53c4",
        "input_sha256": "8ffe1972d8d4d0c2ad18451c5c611a276ea79be6e108111c3124e40f24b0b3d0",
        "issued_at": "2026-08-16T08:23:58Z",
        "raw_probability": 0.5925,
        "probability": 0.010786,
        "confidence_lo": 0.010336,
        "confidence_hi": 0.010791,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "326edcf5e17729d421eac48b7dde1d3a3caa71e17b88bf7eaa7d93d75f23f365",
        "signature": {
          "alg": "ed25519",
          "sig": "fd3f9e992a26422ce6c4520311a2c0fe10cc60fbc8ff47760b07e1406406f72891c8c9670107f0a565106e9fc216f75c123ead4e24153c2c5a617e5137749206"
        }
      },
      "receipt_sha256": "326edcf5e17729d421eac48b7dde1d3a3caa71e17b88bf7eaa7d93d75f23f365"
    },
    {
      "storm_id": "281743",
      "lat": 40.08,
      "lon": -91.3436,
      "motion_east": 9.7,
      "motion_south": 2.3,
      "valid_time": "20260816_080041 UTC",
      "tornado_probability": 0.0107,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2584.0,
      "ebshear": 34.0,
      "srh01": 93.0,
      "maxllaz": 0.002,
      "mesh": 0.07,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 93.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.7374
        },
        {
          "name": "alignment",
          "value": 0.02
        },
        {
          "name": "tau",
          "value": 2.0223
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5856
      },
      "coherence_score": 2.0222678184509277,
      "coherence_diagnostics": {
        "tau": 2.0222678184509277,
        "grad_tau": 0.1993413120508194,
        "torsion": 0.0,
        "alignment": 0.019985079765319824,
        "S_field": 1.004333257675171,
        "Gamma_field": 0.2536466419696808,
        "S_over_Gamma": 3.959576368331909,
        "Da": 14.734094619750977,
        "E_coh": 0.9049528241157532,
        "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": [
          [
            [
              -91.42,
              40.13
            ],
            [
              -91.4,
              40.12
            ],
            [
              -91.24,
              40.12
            ],
            [
              -91.22,
              40.11
            ],
            [
              -91.22,
              40.08
            ],
            [
              -91.23,
              40.08
            ],
            [
              -91.28,
              40.03
            ],
            [
              -91.31,
              40.03
            ],
            [
              -91.32,
              40.02
            ],
            [
              -91.4,
              40.03
            ],
            [
              -91.44,
              40.05
            ],
            [
              -91.46,
              40.08
            ],
            [
              -91.45,
              40.11
            ],
            [
              -91.42,
              40.13
            ]
          ]
        ]
      },
      "raw_probability": 0.5856,
      "confidence_lo": 0.0103,
      "confidence_hi": 0.0107,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "3e59646df06941dd37a31b20cd62d4394f54d33cc7325576da380bccd82e53c4",
        "input_sha256": "2d1c8862845f27a67b6e13aa125e4d718583fabccedd73281ae37c1bda1eccbb",
        "issued_at": "2026-08-16T08:23:58Z",
        "raw_probability": 0.5856,
        "probability": 0.0107,
        "confidence_lo": 0.010336,
        "confidence_hi": 0.010704,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a58038272ef58958de5cfe34ead1106d1b9cb8cd337703cd7ed29f24edc885cf",
        "signature": {
          "alg": "ed25519",
          "sig": "4c009a3725a4addc29b0639f91de2b83cc15c966bede7414dd2e33d89a7a8ca9dc2667db70cf9084a30ff002aeb14f386ed8e2d65dea507026b464d6733bf20a"
        }
      },
      "receipt_sha256": "a58038272ef58958de5cfe34ead1106d1b9cb8cd337703cd7ed29f24edc885cf"
    },
    {
      "storm_id": "282012",
      "lat": 40.7422,
      "lon": -89.7489,
      "motion_east": 6.5,
      "motion_south": -1.0,
      "valid_time": "20260816_080041 UTC",
      "tornado_probability": 0.0062,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1296.0,
      "ebshear": 28.0,
      "srh01": 142.0,
      "maxllaz": 0.003,
      "mesh": 0.15,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 142.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.8624
        },
        {
          "name": "alignment",
          "value": -6.2294
        },
        {
          "name": "tau",
          "value": 1.6354
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.538
      },
      "coherence_score": 1.6353845596313477,
      "coherence_diagnostics": {
        "tau": 1.6353845596313477,
        "grad_tau": 0.16198453307151794,
        "torsion": 0.0,
        "alignment": -6.229434013366699,
        "S_field": 0.5881745219230652,
        "Gamma_field": 0.3511466681957245,
        "S_over_Gamma": 1.6750109195709229,
        "Da": 21.160730361938477,
        "E_coh": 0.7538434863090515,
        "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": [
          [
            [
              -89.76,
              40.77
            ],
            [
              -89.74,
              40.77
            ],
            [
              -89.7,
              40.74
            ],
            [
              -89.72,
              40.7
            ],
            [
              -89.76,
              40.7
            ],
            [
              -89.76,
              40.73
            ],
            [
              -89.77,
              40.74
            ],
            [
              -89.77,
              40.76
            ],
            [
              -89.76,
              40.77
            ]
          ]
        ]
      },
      "raw_probability": 0.538,
      "confidence_lo": 0.0061,
      "confidence_hi": 0.0062,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "3e59646df06941dd37a31b20cd62d4394f54d33cc7325576da380bccd82e53c4",
        "input_sha256": "7404a140296beda4f4d0dc8ea29b26909517a50e1896aca31b8e7ed56c5f6acc",
        "issued_at": "2026-08-16T08:23:58Z",
        "raw_probability": 0.538,
        "probability": 0.006161,
        "confidence_lo": 0.006069,
        "confidence_hi": 0.006162,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5c007b3a5d8b37009146e843453f085c10d785620dce1427f7e55d63b1a6d880",
        "signature": {
          "alg": "ed25519",
          "sig": "666f12aa07e408abade125656a57b584da0884d32087070cd837dcb0cfc7f2c96d6d649a76e681e92ae7df5ba910f2974eb2b9fd36456f56374e1bff6c2b5a03"
        }
      },
      "receipt_sha256": "5c007b3a5d8b37009146e843453f085c10d785620dce1427f7e55d63b1a6d880"
    },
    {
      "storm_id": "281776",
      "lat": 39.1471,
      "lon": -92.4786,
      "motion_east": 8.9,
      "motion_south": 3.4,
      "valid_time": "20260816_080041 UTC",
      "tornado_probability": 0.0062,
      "risk_band": "very_high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3916.0,
      "ebshear": 24.0,
      "srh01": 88.0,
      "maxllaz": 0.001,
      "mesh": 0.15,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 88.0
        },
        {
          "name": "hrrr_pwat",
          "value": 55.6124
        },
        {
          "name": "alignment",
          "value": 2.1595
        },
        {
          "name": "tau",
          "value": 2.06
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.5005
      },
      "coherence_score": 2.060034990310669,
      "coherence_diagnostics": {
        "tau": 2.060034990310669,
        "grad_tau": 0.14030824601650238,
        "torsion": 0.0,
        "alignment": 2.159454584121704,
        "S_field": 1.08842134475708,
        "Gamma_field": 0.28031331300735474,
        "S_over_Gamma": 3.8828742504119873,
        "Da": 16.473947525024414,
        "E_coh": 0.8950371146202087,
        "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": [
          [
            [
              -92.6,
              39.19
            ],
            [
              -92.57,
              39.19
            ],
            [
              -92.56,
              39.18
            ],
            [
              -92.45,
              39.18
            ],
            [
              -92.44,
              39.17
            ],
            [
              -92.37,
              39.17
            ],
            [
              -92.32,
              39.14
            ],
            [
              -92.32,
              39.1
            ],
            [
              -92.34,
              39.07
            ],
            [
              -92.45,
              39.07
            ],
            [
              -92.5,
              39.12
            ],
            [
              -92.57,
              39.12
            ],
            [
              -92.61,
              39.17
            ],
            [
              -92.6,
              39.19
            ]
          ]
        ]
      },
      "raw_probability": 0.5005,
      "confidence_lo": 0.0061,
      "confidence_hi": 0.0062,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "3e59646df06941dd37a31b20cd62d4394f54d33cc7325576da380bccd82e53c4",
        "input_sha256": "acc308874ac46526aa9563ed25bbbc7c0cc32cbc1b22c1820304381e3d40717b",
        "issued_at": "2026-08-16T08:23:58Z",
        "raw_probability": 0.5005,
        "probability": 0.006161,
        "confidence_lo": 0.006069,
        "confidence_hi": 0.006162,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9a92324e8062c88fb1d87671c3682dfd0ba761eebd7db04b68baeb4c6fa2282b",
        "signature": {
          "alg": "ed25519",
          "sig": "10da8fb9514a8046549fccfd132f1b410c4c0e2031aad3b51dbc45a25d16ed1aa72ed3857f72316f9eb74962900c39caa44b7e34ec4082c5f4765ee167b23e0a"
        }
      },
      "receipt_sha256": "9a92324e8062c88fb1d87671c3682dfd0ba761eebd7db04b68baeb4c6fa2282b"
    },
    {
      "storm_id": "281625",
      "lat": 40.2818,
      "lon": -90.4382,
      "motion_east": 8.4,
      "motion_south": 1.3,
      "valid_time": "20260816_080041 UTC",
      "tornado_probability": 0.0062,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2347.0,
      "ebshear": 34.0,
      "srh01": 136.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 136.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.9874
        },
        {
          "name": "alignment",
          "value": 0.5883
        },
        {
          "name": "tau",
          "value": 1.7186
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4821
      },
      "coherence_score": 1.7185609340667725,
      "coherence_diagnostics": {
        "tau": 1.7185609340667725,
        "grad_tau": 0.15954448282718658,
        "torsion": 0.0,
        "alignment": 0.5883225202560425,
        "S_field": 0.41973957419395447,
        "Gamma_field": 0.3253133296966553,
        "S_over_Gamma": 1.2902624607086182,
        "Da": 19.155099868774414,
        "E_coh": 0.8217092752456665,
        "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": [
          [
            [
              -90.46,
              40.33
            ],
            [
              -90.42,
              40.32
            ],
            [
              -90.41,
              40.31
            ],
            [
              -90.38,
              40.31
            ],
            [
              -90.36,
              40.29
            ],
            [
              -90.36,
              40.27
            ],
            [
              -90.37,
              40.27
            ],
            [
              -90.39,
              40.25
            ],
            [
              -90.39,
              40.24
            ],
            [
              -90.43,
              40.24
            ],
            [
              -90.44,
              40.23
            ],
            [
              -90.53,
              40.23
            ],
            [
              -90.54,
              40.24
            ],
            [
              -90.54,
              40.29
            ],
            [
              -90.5,
              40.32
            ],
            [
              -90.47,
              40.32
            ],
            [
              -90.46,
              40.33
            ]
          ]
        ]
      },
      "raw_probability": 0.4821,
      "confidence_lo": 0.0061,
      "confidence_hi": 0.0062,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "3e59646df06941dd37a31b20cd62d4394f54d33cc7325576da380bccd82e53c4",
        "input_sha256": "c2cd3e1b79a4431defb7d115a3b75e88337d2911dea1965934e3635cdcd2882a",
        "issued_at": "2026-08-16T08:23:58Z",
        "raw_probability": 0.4821,
        "probability": 0.006161,
        "confidence_lo": 0.006069,
        "confidence_hi": 0.006162,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "08842bc55e81d01ea1798bff745727f8a25a0f4ec74807bd4627162cbbc2f345",
        "signature": {
          "alg": "ed25519",
          "sig": "b822a9938c9d7ccb7a7794ebe6125fa6c7637ea1e8db59d6942960d1b55343025f5b48262c5cfc98b49737ecd5edede49253e19cb172a1d046fbd70da9675f07"
        }
      },
      "receipt_sha256": "08842bc55e81d01ea1798bff745727f8a25a0f4ec74807bd4627162cbbc2f345"
    },
    {
      "storm_id": "281971",
      "lat": 40.1107,
      "lon": -91.8157,
      "motion_east": 6.5,
      "motion_south": 0.0,
      "valid_time": "20260816_080041 UTC",
      "tornado_probability": 0.0062,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2270.0,
      "ebshear": 31.0,
      "srh01": 84.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 84.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.7374
        },
        {
          "name": "alignment",
          "value": 0.02
        },
        {
          "name": "tau",
          "value": 2.0223
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4566
      },
      "coherence_score": 2.0222678184509277,
      "coherence_diagnostics": {
        "tau": 2.0222678184509277,
        "grad_tau": 0.1993413120508194,
        "torsion": 0.0,
        "alignment": 0.019985079765319824,
        "S_field": 1.004333257675171,
        "Gamma_field": 0.2536466419696808,
        "S_over_Gamma": 3.959576368331909,
        "Da": 14.734094619750977,
        "E_coh": 0.9049528241157532,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -91.84,
              40.18
            ],
            [
              -91.8,
              40.18
            ],
            [
              -91.78,
              40.16
            ],
            [
              -91.78,
              40.13
            ],
            [
              -91.74,
              40.08
            ],
            [
              -91.74,
              40.03
            ],
            [
              -91.75,
              40.02
            ],
            [
              -91.89,
              40.01
            ],
            [
              -91.88,
              40.07
            ],
            [
              -91.84,
              40.09
            ],
            [
              -91.84,
              40.12
            ],
            [
              -91.85,
              40.13
            ],
            [
              -91.85,
              40.17
            ],
            [
              -91.84,
              40.18
            ]
          ]
        ]
      },
      "raw_probability": 0.4566,
      "confidence_lo": 0.0061,
      "confidence_hi": 0.0062,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "3e59646df06941dd37a31b20cd62d4394f54d33cc7325576da380bccd82e53c4",
        "input_sha256": "525b994ce19266e10ace6323562c1f1b70d054b9d080820b25ff08cc86548096",
        "issued_at": "2026-08-16T08:23:58Z",
        "raw_probability": 0.4566,
        "probability": 0.006161,
        "confidence_lo": 0.006069,
        "confidence_hi": 0.006162,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4fd007bf819fcbc4594f180db91b225b5200acca00b2566f5cd4c382135dd1dd",
        "signature": {
          "alg": "ed25519",
          "sig": "bdcd5686dbbd0776e458ef0af7905f462abae43f40ac8c3dc4beceb584507bbd96ed0e3eb457a8434e1f8d0c2948eec365b69a79fcc5fbe1a1a7a823d22c5a00"
        }
      },
      "receipt_sha256": "4fd007bf819fcbc4594f180db91b225b5200acca00b2566f5cd4c382135dd1dd"
    },
    {
      "storm_id": "281990",
      "lat": 38.5363,
      "lon": -83.0037,
      "motion_east": 9.5,
      "motion_south": 1.6,
      "valid_time": "20260816_080041 UTC",
      "tornado_probability": 0.0062,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 984.0,
      "ebshear": 25.0,
      "srh01": 120.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 120.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.4874
        },
        {
          "name": "alignment",
          "value": -0.3807
        },
        {
          "name": "tau",
          "value": 2.0057
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.449
      },
      "coherence_score": 2.0057473182678223,
      "coherence_diagnostics": {
        "tau": 2.0057473182678223,
        "grad_tau": 0.28645777702331543,
        "torsion": 0.0,
        "alignment": -0.38074302673339844,
        "S_field": 0.7560185194015503,
        "Gamma_field": 0.3819800019264221,
        "S_over_Gamma": 1.9792096614837646,
        "Da": 23.899686813354492,
        "E_coh": 0.812699556350708,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -83.02,
              38.57
            ],
            [
              -82.95,
              38.57
            ],
            [
              -82.95,
              38.52
            ],
            [
              -82.98,
              38.5
            ],
            [
              -83.03,
              38.5
            ],
            [
              -83.04,
              38.51
            ],
            [
              -83.04,
              38.55
            ],
            [
              -83.02,
              38.57
            ]
          ]
        ]
      },
      "raw_probability": 0.449,
      "confidence_lo": 0.0061,
      "confidence_hi": 0.0062,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "3e59646df06941dd37a31b20cd62d4394f54d33cc7325576da380bccd82e53c4",
        "input_sha256": "2a6ec1c29a41120be5baf77a2392e822421ff3598448ef9d360e6bb9dfa24b72",
        "issued_at": "2026-08-16T08:23:58Z",
        "raw_probability": 0.449,
        "probability": 0.006161,
        "confidence_lo": 0.006069,
        "confidence_hi": 0.006162,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ef8ec1d86915c1d0087121212bf450d38fab43111d77bedf7ebae404772ced09",
        "signature": {
          "alg": "ed25519",
          "sig": "f25e94c886b8d94029d1c45d88871933787f873c649bb6943f2e0313d81f0072a2ec1e2e4f2f9094a290f66cf308fc54cee0d5886f6d3ca9c30bc34cac2a450f"
        }
      },
      "receipt_sha256": "ef8ec1d86915c1d0087121212bf450d38fab43111d77bedf7ebae404772ced09"
    },
    {
      "storm_id": "281943",
      "lat": 41.034,
      "lon": -86.55,
      "motion_east": 7.1,
      "motion_south": 0.0,
      "valid_time": "20260816_080041 UTC",
      "tornado_probability": 0.0062,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2265.0,
      "ebshear": 19.0,
      "srh01": 204.0,
      "maxllaz": 0.001,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 204.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.9874
        },
        {
          "name": "alignment",
          "value": 4.9536
        },
        {
          "name": "tau",
          "value": 1.7189
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4367
      },
      "coherence_score": 1.7188682556152344,
      "coherence_diagnostics": {
        "tau": 1.7188682556152344,
        "grad_tau": 0.21337665617465973,
        "torsion": 0.0,
        "alignment": 4.953561782836914,
        "S_field": 0.37761354446411133,
        "Gamma_field": 0.20114664733409882,
        "S_over_Gamma": 1.8773046731948853,
        "Da": 12.191883087158203,
        "E_coh": 0.731525182723999,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -86.57,
              41.07
            ],
            [
              -86.53,
              41.07
            ],
            [
              -86.52,
              41.06
            ],
            [
              -86.52,
              41.02
            ],
            [
              -86.51,
              41.0
            ],
            [
              -86.53,
              40.99
            ],
            [
              -86.57,
              40.99
            ],
            [
              -86.59,
              41.01
            ],
            [
              -86.59,
              41.06
            ],
            [
              -86.57,
              41.07
            ]
          ]
        ]
      },
      "raw_probability": 0.4367,
      "confidence_lo": 0.0061,
      "confidence_hi": 0.0062,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "3e59646df06941dd37a31b20cd62d4394f54d33cc7325576da380bccd82e53c4",
        "input_sha256": "99c27b2ff8f10d914f799243ba56a8e4f97d8572614206adea4312676dbd074d",
        "issued_at": "2026-08-16T08:23:58Z",
        "raw_probability": 0.4367,
        "probability": 0.006161,
        "confidence_lo": 0.006069,
        "confidence_hi": 0.006162,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "d9d3162542307778bbed82650f76e62f28b12ed8b2cf95b94970be0953852374",
        "signature": {
          "alg": "ed25519",
          "sig": "798882c8644729f9e8603ecb7fd6fbe56cbc2e4e5d84eb4717ca3f1bd90680c67e53b480837257e5aca5872250f372e6918a0f3bcf0d8066697c85373ee2e50c"
        }
      },
      "receipt_sha256": "d9d3162542307778bbed82650f76e62f28b12ed8b2cf95b94970be0953852374"
    },
    {
      "storm_id": "282014",
      "lat": 40.3133,
      "lon": -90.31,
      "motion_east": 7.0,
      "motion_south": 0.0,
      "valid_time": "20260816_080041 UTC",
      "tornado_probability": 0.0062,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2507.0,
      "ebshear": 32.0,
      "srh01": 136.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 136.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.9874
        },
        {
          "name": "alignment",
          "value": 0.5883
        },
        {
          "name": "tau",
          "value": 1.7186
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4342
      },
      "coherence_score": 1.7185609340667725,
      "coherence_diagnostics": {
        "tau": 1.7185609340667725,
        "grad_tau": 0.15954448282718658,
        "torsion": 0.0,
        "alignment": 0.5883225202560425,
        "S_field": 0.41973957419395447,
        "Gamma_field": 0.3253133296966553,
        "S_over_Gamma": 1.2902624607086182,
        "Da": 19.155099868774414,
        "E_coh": 0.8217092752456665,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -90.31,
              40.34
            ],
            [
              -90.28,
              40.34
            ],
            [
              -90.28,
              40.29
            ],
            [
              -90.29,
              40.28
            ],
            [
              -90.34,
              40.28
            ],
            [
              -90.34,
              40.31
            ],
            [
              -90.33,
              40.31
            ],
            [
              -90.31,
              40.33
            ],
            [
              -90.31,
              40.34
            ]
          ]
        ]
      },
      "raw_probability": 0.4342,
      "confidence_lo": 0.0061,
      "confidence_hi": 0.0062,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "3e59646df06941dd37a31b20cd62d4394f54d33cc7325576da380bccd82e53c4",
        "input_sha256": "1ce0cce74e25ba8ed10c35944005d14269f04e2400a2518fd73ac40766c6e743",
        "issued_at": "2026-08-16T08:23:58Z",
        "raw_probability": 0.4342,
        "probability": 0.006161,
        "confidence_lo": 0.006069,
        "confidence_hi": 0.006162,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "48fec8353939eacd2289f7d0027b21dfdf3524cd44937b8b385e3ad866bdaa31",
        "signature": {
          "alg": "ed25519",
          "sig": "2aa2be535a74f942468fd1b69ba89063a18215cc6ed77ff684da0fccf8a4a37ce420e511c24c785bc90455ff827bd6c7cd3fedf28c9e10e65dc32f05c9cd6205"
        }
      },
      "receipt_sha256": "48fec8353939eacd2289f7d0027b21dfdf3524cd44937b8b385e3ad866bdaa31"
    },
    {
      "storm_id": "281584",
      "lat": 41.188,
      "lon": -86.348,
      "motion_east": 11.1,
      "motion_south": 2.2,
      "valid_time": "20260816_080041 UTC",
      "tornado_probability": 0.0062,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2187.0,
      "ebshear": 17.0,
      "srh01": 185.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 185.0
        },
        {
          "name": "hrrr_pwat",
          "value": 57.2374
        },
        {
          "name": "alignment",
          "value": 5.7818
        },
        {
          "name": "tau",
          "value": 1.9108
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4288
      },
      "coherence_score": 1.9108408689498901,
      "coherence_diagnostics": {
        "tau": 1.9108408689498901,
        "grad_tau": 0.14922784268856049,
        "torsion": 0.0,
        "alignment": 5.781769752502441,
        "S_field": 0.9610421657562256,
        "Gamma_field": 0.18281331658363342,
        "S_over_Gamma": 5.256959438323975,
        "Da": 11.44437026977539,
        "E_coh": 0.8528915047645569,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -86.36,
              41.22
            ],
            [
              -86.33,
              41.22
            ],
            [
              -86.33,
              41.2
            ],
            [
              -86.32,
              41.19
            ],
            [
              -86.32,
              41.17
            ],
            [
              -86.34,
              41.15
            ],
            [
              -86.36,
              41.15
            ],
            [
              -86.38,
              41.17
            ],
            [
              -86.38,
              41.19
            ],
            [
              -86.36,
              41.22
            ]
          ]
        ]
      },
      "raw_probability": 0.4288,
      "confidence_lo": 0.0061,
      "confidence_hi": 0.0062,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "3e59646df06941dd37a31b20cd62d4394f54d33cc7325576da380bccd82e53c4",
        "input_sha256": "4b2ebf7b001d8fffafbdd3c78852c3f39a6093936bc6eff3a005b92978b99d34",
        "issued_at": "2026-08-16T08:23:58Z",
        "raw_probability": 0.4288,
        "probability": 0.006161,
        "confidence_lo": 0.006069,
        "confidence_hi": 0.006162,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "944f9e80287d90e0af369672c9b917cedda14174e3c89adef5d277d1a05100a8",
        "signature": {
          "alg": "ed25519",
          "sig": "0cd1bdff53028ee0d5564829e1e945d8305e7b86c30b4b6f70e34cec53c101300585fbc79abefd86ca4cb0871a69f145f864e03ccb803d7bd02aadfc0de0770e"
        }
      },
      "receipt_sha256": "944f9e80287d90e0af369672c9b917cedda14174e3c89adef5d277d1a05100a8"
    },
    {
      "storm_id": "282009",
      "lat": 41.3913,
      "lon": -86.209,
      "motion_east": 11.4,
      "motion_south": 2.4,
      "valid_time": "20260816_080041 UTC",
      "tornado_probability": 0.0062,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2040.0,
      "ebshear": 17.0,
      "srh01": 178.0,
      "maxllaz": 0.003,
      "mesh": 0.1,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 178.0
        },
        {
          "name": "hrrr_pwat",
          "value": 57.2374
        },
        {
          "name": "alignment",
          "value": 5.7818
        },
        {
          "name": "tau",
          "value": 1.9108
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4214
      },
      "coherence_score": 1.9108408689498901,
      "coherence_diagnostics": {
        "tau": 1.9108408689498901,
        "grad_tau": 0.14922784268856049,
        "torsion": 0.0,
        "alignment": 5.781769752502441,
        "S_field": 0.9610421657562256,
        "Gamma_field": 0.18281331658363342,
        "S_over_Gamma": 5.256959438323975,
        "Da": 11.44437026977539,
        "E_coh": 0.8528915047645569,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -86.24,
              41.55
            ],
            [
              -86.2,
              41.55
            ],
            [
              -86.19,
              41.54
            ],
            [
              -86.17,
              41.54
            ],
            [
              -86.13,
              41.5
            ],
            [
              -86.12,
              41.48
            ],
            [
              -86.12,
              41.44
            ],
            [
              -86.18,
              41.37
            ],
            [
              -86.17,
              41.34
            ],
            [
              -86.15,
              41.32
            ],
            [
              -86.12,
              41.26
            ],
            [
              -86.12,
              41.24
            ],
            [
              -86.13,
              41.23
            ],
            [
              -86.17,
              41.23
            ],
            [
              -86.18,
              41.24
            ],
            [
              -86.2,
              41.24
            ],
            [
              -86.23,
              41.26
            ],
            [
              -86.26,
              41.26
            ],
            [
              -86.27,
              41.27
            ],
            [
              -86.27,
              41.3
            ],
            [
              -86.29,
              41.33
            ],
            [
              -86.29,
              41.35
            ],
            [
              -86.27,
              41.39
            ],
            [
              -86.23,
              41.44
            ],
            [
              -86.26,
              41.47
            ],
            [
              -86.27,
              41.47
            ],
            [
              -86.28,
              41.51
            ],
            [
              -86.26,
              41.53
            ],
            [
              -86.26,
              41.54
            ],
            [
              -86.24,
              41.55
            ]
          ]
        ]
      },
      "raw_probability": 0.4214,
      "confidence_lo": 0.0061,
      "confidence_hi": 0.0062,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "3e59646df06941dd37a31b20cd62d4394f54d33cc7325576da380bccd82e53c4",
        "input_sha256": "615c7c1d8b69d0e0850c7d242789683c997d58919f74c654b1055803e73720a1",
        "issued_at": "2026-08-16T08:23:58Z",
        "raw_probability": 0.4214,
        "probability": 0.006161,
        "confidence_lo": 0.006069,
        "confidence_hi": 0.006162,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "bba4137f1355f1e8ea170d68e35dcb42d98150d9d6356782bd74bbf48048e5eb",
        "signature": {
          "alg": "ed25519",
          "sig": "22993e866225a3b77bc4b66ea3a9012c0803d5194eae7a847f25ca4369d5862ed3e4656e96fda093b36e52d198e93d63a6503b82baac8b01b996137eb8e15f0d"
        }
      },
      "receipt_sha256": "bba4137f1355f1e8ea170d68e35dcb42d98150d9d6356782bd74bbf48048e5eb"
    },
    {
      "storm_id": "282010",
      "lat": 41.3492,
      "lon": -85.6583,
      "motion_east": 6.7,
      "motion_south": 0.0,
      "valid_time": "20260816_080041 UTC",
      "tornado_probability": 0.0059,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1235.0,
      "ebshear": 21.0,
      "srh01": 128.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 128.0
        },
        {
          "name": "hrrr_pwat",
          "value": 57.2374
        },
        {
          "name": "alignment",
          "value": 5.7818
        },
        {
          "name": "tau",
          "value": 1.9108
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4017
      },
      "coherence_score": 1.9108408689498901,
      "coherence_diagnostics": {
        "tau": 1.9108408689498901,
        "grad_tau": 0.14922784268856049,
        "torsion": 0.0,
        "alignment": 5.781769752502441,
        "S_field": 0.9610421657562256,
        "Gamma_field": 0.18281331658363342,
        "S_over_Gamma": 5.256959438323975,
        "Da": 11.44437026977539,
        "E_coh": 0.8528915047645569,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -85.63,
              41.39
            ],
            [
              -85.63,
              41.36
            ],
            [
              -85.65,
              41.34
            ],
            [
              -85.64,
              41.33
            ],
            [
              -85.66,
              41.33
            ],
            [
              -85.67,
              41.31
            ],
            [
              -85.69,
              41.31
            ],
            [
              -85.69,
              41.33
            ],
            [
              -85.68,
              41.34
            ],
            [
              -85.68,
              41.38
            ],
            [
              -85.65,
              41.38
            ],
            [
              -85.63,
              41.39
            ]
          ]
        ]
      },
      "raw_probability": 0.4017,
      "confidence_lo": 0.0055,
      "confidence_hi": 0.0059,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "3e59646df06941dd37a31b20cd62d4394f54d33cc7325576da380bccd82e53c4",
        "input_sha256": "937f3abda03fa5f30bf996b6a3a6c86907f6f1977d020cad90c20698c8c8a6b9",
        "issued_at": "2026-08-16T08:23:58Z",
        "raw_probability": 0.4017,
        "probability": 0.005912,
        "confidence_lo": 0.005521,
        "confidence_hi": 0.005915,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f53f498296b1e9702e40562e68df3e1d11c822854c45be8b8014898aefa12188",
        "signature": {
          "alg": "ed25519",
          "sig": "49443e15bdab003eedff749da2a461d41880e088c5a4bff6fe6cfe39c60fc4f81923da1ff341e9ad63448b6ccc4077a69663827e9475b29615af025c1e7acc05"
        }
      },
      "receipt_sha256": "f53f498296b1e9702e40562e68df3e1d11c822854c45be8b8014898aefa12188"
    },
    {
      "storm_id": "281685",
      "lat": 38.8113,
      "lon": -92.7362,
      "motion_east": 6.2,
      "motion_south": 1.4,
      "valid_time": "20260816_080041 UTC",
      "tornado_probability": 0.0059,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3857.0,
      "ebshear": 26.0,
      "srh01": 108.0,
      "maxllaz": 0.004,
      "mesh": 0.22,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 108.0
        },
        {
          "name": "hrrr_pwat",
          "value": 55.6124
        },
        {
          "name": "alignment",
          "value": 2.1595
        },
        {
          "name": "tau",
          "value": 2.06
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4007
      },
      "coherence_score": 2.060034990310669,
      "coherence_diagnostics": {
        "tau": 2.060034990310669,
        "grad_tau": 0.14030824601650238,
        "torsion": 0.0,
        "alignment": 2.159454584121704,
        "S_field": 1.08842134475708,
        "Gamma_field": 0.28031331300735474,
        "S_over_Gamma": 3.8828742504119873,
        "Da": 16.473947525024414,
        "E_coh": 0.8950371146202087,
        "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": [
          [
            [
              -92.72,
              38.88
            ],
            [
              -92.68,
              38.88
            ],
            [
              -92.67,
              38.87
            ],
            [
              -92.65,
              38.87
            ],
            [
              -92.64,
              38.85
            ],
            [
              -92.64,
              38.81
            ],
            [
              -92.65,
              38.79
            ],
            [
              -92.74,
              38.74
            ],
            [
              -92.77,
              38.74
            ],
            [
              -92.78,
              38.73
            ],
            [
              -92.85,
              38.72
            ],
            [
              -92.87,
              38.74
            ],
            [
              -92.87,
              38.79
            ],
            [
              -92.79,
              38.82
            ],
            [
              -92.74,
              38.87
            ],
            [
              -92.72,
              38.88
            ]
          ]
        ]
      },
      "raw_probability": 0.4007,
      "confidence_lo": 0.0055,
      "confidence_hi": 0.0059,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "3e59646df06941dd37a31b20cd62d4394f54d33cc7325576da380bccd82e53c4",
        "input_sha256": "4e129d1a864fb4b52020df13e478fbe23c48ee577ae53715efeca660a3fe3298",
        "issued_at": "2026-08-16T08:23:58Z",
        "raw_probability": 0.4007,
        "probability": 0.005912,
        "confidence_lo": 0.005521,
        "confidence_hi": 0.005915,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ae0e3b1825315de485577c7d39d0b9e97c1596e5f9b29cf39adb1a4ac4cafbf8",
        "signature": {
          "alg": "ed25519",
          "sig": "fbfcc5ad5912c82f37d83c784979f2d9d5acbba04088bfbf542747f5047412da773cdc9f969026b10782aeefa3b70d264b658a5df8060c68430eff9c0dd5ed0e"
        }
      },
      "receipt_sha256": "ae0e3b1825315de485577c7d39d0b9e97c1596e5f9b29cf39adb1a4ac4cafbf8"
    },
    {
      "storm_id": "281963",
      "lat": 40.4422,
      "lon": -80.6356,
      "motion_east": 7.9,
      "motion_south": 1.5,
      "valid_time": "20260816_080041 UTC",
      "tornado_probability": 0.0059,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 199.0,
      "ebshear": 26.0,
      "srh01": 47.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 47.0
        },
        {
          "name": "hrrr_pwat",
          "value": 55.4874
        },
        {
          "name": "alignment",
          "value": -5.8712
        },
        {
          "name": "tau",
          "value": 1.4103
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.4006
      },
      "coherence_score": 1.4102798700332642,
      "coherence_diagnostics": {
        "tau": 1.4102798700332642,
        "grad_tau": 0.23538582026958466,
        "torsion": 0.0,
        "alignment": -5.871211528778076,
        "S_field": 0.31450849771499634,
        "Gamma_field": 0.18781331181526184,
        "S_over_Gamma": 1.674580454826355,
        "Da": 11.735478401184082,
        "E_coh": 0.38767150044441223,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -80.65,
              40.48
            ],
            [
              -80.62,
              40.48
            ],
            [
              -80.59,
              40.45
            ],
            [
              -80.6,
              40.41
            ],
            [
              -80.62,
              40.4
            ],
            [
              -80.65,
              40.4
            ],
            [
              -80.67,
              40.42
            ],
            [
              -80.67,
              40.46
            ],
            [
              -80.65,
              40.48
            ]
          ]
        ]
      },
      "raw_probability": 0.4006,
      "confidence_lo": 0.0055,
      "confidence_hi": 0.0059,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "3e59646df06941dd37a31b20cd62d4394f54d33cc7325576da380bccd82e53c4",
        "input_sha256": "667aa4cbfc5a16c6c1449359ccb9675796de529617b671cace57731c461c9fc7",
        "issued_at": "2026-08-16T08:23:58Z",
        "raw_probability": 0.4006,
        "probability": 0.005912,
        "confidence_lo": 0.005521,
        "confidence_hi": 0.005915,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a67eda4c73a7a431bf02bdb2ec7760e4aef47c20b29a2494a52fa574cb609e97",
        "signature": {
          "alg": "ed25519",
          "sig": "e5eec890dea5c7b0ece719bc74a348848c7394c3edcf39959442b3eb3dc61901a2511cc5d5f847e713c7df47e982df85e4374fa1d422933f4ccf47e765bacd0d"
        }
      },
      "receipt_sha256": "a67eda4c73a7a431bf02bdb2ec7760e4aef47c20b29a2494a52fa574cb609e97"
    },
    {
      "storm_id": "281827",
      "lat": 39.14,
      "lon": -93.0147,
      "motion_east": 6.5,
      "motion_south": 0.0,
      "valid_time": "20260816_080041 UTC",
      "tornado_probability": 0.0059,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3554.0,
      "ebshear": 20.0,
      "srh01": 84.0,
      "maxllaz": 0.001,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 84.0
        },
        {
          "name": "hrrr_pwat",
          "value": 55.6124
        },
        {
          "name": "alignment",
          "value": 2.1595
        },
        {
          "name": "tau",
          "value": 2.06
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3937
      },
      "coherence_score": 2.060034990310669,
      "coherence_diagnostics": {
        "tau": 2.060034990310669,
        "grad_tau": 0.14030824601650238,
        "torsion": 0.0,
        "alignment": 2.159454584121704,
        "S_field": 1.08842134475708,
        "Gamma_field": 0.28031331300735474,
        "S_over_Gamma": 3.8828742504119873,
        "Da": 16.473947525024414,
        "E_coh": 0.8950371146202087,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -93.0,
              39.19
            ],
            [
              -92.98,
              39.19
            ],
            [
              -92.98,
              39.16
            ],
            [
              -92.97,
              39.14
            ],
            [
              -93.01,
              39.1
            ],
            [
              -93.01,
              39.09
            ],
            [
              -93.03,
              39.08
            ],
            [
              -93.05,
              39.09
            ],
            [
              -93.05,
              39.11
            ],
            [
              -93.04,
              39.12
            ],
            [
              -93.05,
              39.14
            ],
            [
              -93.03,
              39.16
            ],
            [
              -93.02,
              39.16
            ],
            [
              -93.0,
              39.18
            ],
            [
              -93.0,
              39.19
            ]
          ]
        ]
      },
      "raw_probability": 0.3937,
      "confidence_lo": 0.0032,
      "confidence_hi": 0.0059,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "3e59646df06941dd37a31b20cd62d4394f54d33cc7325576da380bccd82e53c4",
        "input_sha256": "861b75173668dd4ad7fea9bbc6439cfd326be49a530d4a44c25b62888f0a111f",
        "issued_at": "2026-08-16T08:23:58Z",
        "raw_probability": 0.3937,
        "probability": 0.005899,
        "confidence_lo": 0.003238,
        "confidence_hi": 0.005915,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c6a1afc4999cb44d6883b936b286a00525941a8db40aaa2d0749fbd0813dcab4",
        "signature": {
          "alg": "ed25519",
          "sig": "650037a9c8404a378fce563f97f67df53819dae82450a13412bc25e2c431a5a6b3f41a60e69ff896cb2eaa8a9d68b0b82ccb2de739bfd03eebdbe221d0c3a70b"
        }
      },
      "receipt_sha256": "c6a1afc4999cb44d6883b936b286a00525941a8db40aaa2d0749fbd0813dcab4"
    },
    {
      "storm_id": "281906",
      "lat": 38.7861,
      "lon": -93.4639,
      "motion_east": 6.5,
      "motion_south": -1.0,
      "valid_time": "20260816_080041 UTC",
      "tornado_probability": 0.0039,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3250.0,
      "ebshear": 26.0,
      "srh01": 121.0,
      "maxllaz": 0.003,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 121.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.9874
        },
        {
          "name": "alignment",
          "value": 0.8528
        },
        {
          "name": "tau",
          "value": 1.8256
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.379
      },
      "coherence_score": 1.8255741596221924,
      "coherence_diagnostics": {
        "tau": 1.8255741596221924,
        "grad_tau": 0.15132150053977966,
        "torsion": 0.0,
        "alignment": 0.8528140187263489,
        "S_field": 0.5822418332099915,
        "Gamma_field": 0.41447997093200684,
        "S_over_Gamma": 1.4047526121139526,
        "Da": 24.695249557495117,
        "E_coh": 0.9003085494041443,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -93.43,
              38.88
            ],
            [
              -93.41,
              38.88
            ],
            [
              -93.38,
              38.86
            ],
            [
              -93.38,
              38.81
            ],
            [
              -93.46,
              38.74
            ],
            [
              -93.48,
              38.74
            ],
            [
              -93.49,
              38.73
            ],
            [
              -93.47,
              38.7
            ],
            [
              -93.5,
              38.69
            ],
            [
              -93.52,
              38.7
            ],
            [
              -93.51,
              38.71
            ],
            [
              -93.53,
              38.75
            ],
            [
              -93.49,
              38.77
            ],
            [
              -93.47,
              38.79
            ],
            [
              -93.48,
              38.82
            ],
            [
              -93.46,
              38.84
            ],
            [
              -93.46,
              38.86
            ],
            [
              -93.43,
              38.88
            ]
          ]
        ]
      },
      "raw_probability": 0.379,
      "confidence_lo": 0.0031,
      "confidence_hi": 0.0039,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "3e59646df06941dd37a31b20cd62d4394f54d33cc7325576da380bccd82e53c4",
        "input_sha256": "73a37fd06f60f2bd91de594c45724a3b98248a07184843b7dabbc5b11eb7ccca",
        "issued_at": "2026-08-16T08:23:58Z",
        "raw_probability": 0.379,
        "probability": 0.003883,
        "confidence_lo": 0.003092,
        "confidence_hi": 0.003886,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "cf7534505261cae14230fefcf8ebd7e0b3e44df5129e4955585676a1eb42f302",
        "signature": {
          "alg": "ed25519",
          "sig": "bae04d83c07bada6f1b2420ba9f9beffada9d5eff057b58857cc6f9909f3ae4aa16e701a7cbe93a34818a74d7aac8589f3be1a161b0b91058ef2185c1ac5130b"
        }
      },
      "receipt_sha256": "cf7534505261cae14230fefcf8ebd7e0b3e44df5129e4955585676a1eb42f302"
    },
    {
      "storm_id": "282011",
      "lat": 40.788,
      "lon": -90.576,
      "motion_east": 6.5,
      "motion_south": 0.0,
      "valid_time": "20260816_080041 UTC",
      "tornado_probability": 0.0034,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1021.0,
      "ebshear": 21.0,
      "srh01": 120.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 120.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.9874
        },
        {
          "name": "alignment",
          "value": 0.5883
        },
        {
          "name": "tau",
          "value": 1.7186
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3764
      },
      "coherence_score": 1.7185609340667725,
      "coherence_diagnostics": {
        "tau": 1.7185609340667725,
        "grad_tau": 0.15954448282718658,
        "torsion": 0.0,
        "alignment": 0.5883225202560425,
        "S_field": 0.41973957419395447,
        "Gamma_field": 0.3253133296966553,
        "S_over_Gamma": 1.2902624607086182,
        "Da": 19.155099868774414,
        "E_coh": 0.8217092752456665,
        "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": [
          [
            [
              -90.6,
              40.82
            ],
            [
              -90.56,
              40.82
            ],
            [
              -90.54,
              40.81
            ],
            [
              -90.54,
              40.76
            ],
            [
              -90.55,
              40.75
            ],
            [
              -90.58,
              40.75
            ],
            [
              -90.59,
              40.76
            ],
            [
              -90.59,
              40.78
            ],
            [
              -90.61,
              40.81
            ],
            [
              -90.6,
              40.82
            ]
          ]
        ]
      },
      "raw_probability": 0.3764,
      "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": "3e59646df06941dd37a31b20cd62d4394f54d33cc7325576da380bccd82e53c4",
        "input_sha256": "71f0230dd7e773bbadd1c92d25635e75a579ef37773b479ff3cc78e028a8ae10",
        "issued_at": "2026-08-16T08:23:58Z",
        "raw_probability": 0.3764,
        "probability": 0.003412,
        "confidence_lo": 0.003092,
        "confidence_hi": 0.003413,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "4956f2e44587beccd85fd1cb7e464ca3169c2153f4eb4be6a6ed9428fb4262d9",
        "signature": {
          "alg": "ed25519",
          "sig": "be1c190dc87c24da6edb1f71396462ebbdd585587e934f2bf97bbe3734653dc75d3d28e24bebca2b7100ac1e1a7be8f2c0ece8d25b7ba0e7fac57a68372f9c05"
        }
      },
      "receipt_sha256": "4956f2e44587beccd85fd1cb7e464ca3169c2153f4eb4be6a6ed9428fb4262d9"
    },
    {
      "storm_id": "281895",
      "lat": 40.4582,
      "lon": -85.6555,
      "motion_east": 6.5,
      "motion_south": -1.0,
      "valid_time": "20260816_080041 UTC",
      "tornado_probability": 0.0033,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1789.0,
      "ebshear": 25.0,
      "srh01": 173.0,
      "maxllaz": 0.002,
      "mesh": 0.04,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 173.0
        },
        {
          "name": "hrrr_pwat",
          "value": 57.9874
        },
        {
          "name": "alignment",
          "value": 13.2905
        },
        {
          "name": "tau",
          "value": 1.6126
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.366
      },
      "coherence_score": 1.612571120262146,
      "coherence_diagnostics": {
        "tau": 1.612571120262146,
        "grad_tau": 0.32301822304725647,
        "torsion": 0.0,
        "alignment": 13.2904691696167,
        "S_field": 0.3302151560783386,
        "Gamma_field": 1.0461466312408447,
        "S_over_Gamma": 0.31564900279045105,
        "Da": 58.83267593383789,
        "E_coh": 0.3243213891983032,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -85.68,
              40.5
            ],
            [
              -85.62,
              40.49
            ],
            [
              -85.61,
              40.47
            ],
            [
              -85.61,
              40.43
            ],
            [
              -85.62,
              40.42
            ],
            [
              -85.66,
              40.42
            ],
            [
              -85.67,
              40.43
            ],
            [
              -85.69,
              40.43
            ],
            [
              -85.69,
              40.47
            ],
            [
              -85.68,
              40.48
            ],
            [
              -85.68,
              40.5
            ]
          ]
        ]
      },
      "raw_probability": 0.366,
      "confidence_lo": 0.0031,
      "confidence_hi": 0.0033,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "3e59646df06941dd37a31b20cd62d4394f54d33cc7325576da380bccd82e53c4",
        "input_sha256": "660ce57b734d15ea08531abdb9f780696a9720383241db99a11adb16626b4e83",
        "issued_at": "2026-08-16T08:23:58Z",
        "raw_probability": 0.366,
        "probability": 0.003332,
        "confidence_lo": 0.003092,
        "confidence_hi": 0.003333,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "29b5796b2de6eb89ca80abbbae995c9c0061dccc75c14667202780a5060b6640",
        "signature": {
          "alg": "ed25519",
          "sig": "fb384f916a780265f7a13ba843f31261fa1663fb541d770b829d8c0f65fbc34bef85efc5f64512967335295f3ac3c26efd01a0c8ff9ca56c6f2b5e62dc72f509"
        }
      },
      "receipt_sha256": "29b5796b2de6eb89ca80abbbae995c9c0061dccc75c14667202780a5060b6640"
    },
    {
      "storm_id": "281678",
      "lat": 40.5865,
      "lon": -80.4425,
      "motion_east": 7.9,
      "motion_south": 1.5,
      "valid_time": "20260816_080041 UTC",
      "tornado_probability": 0.0033,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 191.0,
      "ebshear": 20.0,
      "srh01": 35.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 35.0
        },
        {
          "name": "hrrr_pwat",
          "value": 55.4874
        },
        {
          "name": "alignment",
          "value": -5.8712
        },
        {
          "name": "tau",
          "value": 1.4103
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3596
      },
      "coherence_score": 1.4102798700332642,
      "coherence_diagnostics": {
        "tau": 1.4102798700332642,
        "grad_tau": 0.23538582026958466,
        "torsion": 0.0,
        "alignment": -5.871211528778076,
        "S_field": 0.31450849771499634,
        "Gamma_field": 0.18781331181526184,
        "S_over_Gamma": 1.674580454826355,
        "Da": 11.735478401184082,
        "E_coh": 0.38767150044441223,
        "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": [
          [
            [
              -80.59,
              40.84
            ],
            [
              -80.53,
              40.84
            ],
            [
              -80.45,
              40.8
            ],
            [
              -80.45,
              40.72
            ],
            [
              -80.46,
              40.71
            ],
            [
              -80.38,
              40.67
            ],
            [
              -80.38,
              40.63
            ],
            [
              -80.34,
              40.61
            ],
            [
              -80.34,
              40.59
            ],
            [
              -80.32,
              40.57
            ],
            [
              -80.28,
              40.56
            ],
            [
              -80.23,
              40.52
            ],
            [
              -80.23,
              40.48
            ],
            [
              -80.26,
              40.44
            ],
            [
              -80.3,
              40.42
            ],
            [
              -80.33,
              40.42
            ],
            [
              -80.34,
              40.43
            ],
            [
              -80.35,
              40.42
            ],
            [
              -80.37,
              40.42
            ],
            [
              -80.38,
              40.43
            ],
            [
              -80.39,
              40.42
            ],
            [
              -80.39,
              40.4
            ],
            [
              -80.41,
              40.38
            ],
            [
              -80.42,
              40.38
            ],
            [
              -80.44,
              40.4
            ],
            [
              -80.45,
              40.4
            ],
            [
              -80.45,
              40.44
            ],
            [
              -80.41,
              40.45
            ],
            [
              -80.4,
              40.46
            ],
            [
              -80.39,
              40.48
            ],
            [
              -80.39,
              40.52
            ],
            [
              -80.36,
              40.58
            ],
            [
              -80.37,
              40.59
            ],
            [
              -80.44,
              40.59
            ],
            [
              -80.45,
              40.58
            ],
            [
              -80.49,
              40.59
            ],
            [
              -80.52,
              40.62
            ],
            [
              -80.55,
              40.68
            ],
            [
              -80.55,
              40.72
            ],
            [
              -80.57,
              40.74
            ],
            [
              -80.6,
              40.74
            ],
            [
              -80.64,
              40.69
            ],
            [
              -80.69,
              40.69
            ],
            [
              -80.69,
              40.77
            ],
            [
              -80.65,
              40.82
            ],
            [
              -80.63,
              40.83
            ],
            [
              -80.6,
              40.83
            ],
            [
              -80.59,
              40.84
            ]
          ]
        ]
      },
      "raw_probability": 0.3596,
      "confidence_lo": 0.0031,
      "confidence_hi": 0.0033,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "3e59646df06941dd37a31b20cd62d4394f54d33cc7325576da380bccd82e53c4",
        "input_sha256": "f4a720515620afc7c347f8fdb93ca1f8b00cb67402992c7c203eb92c47d862be",
        "issued_at": "2026-08-16T08:23:58Z",
        "raw_probability": 0.3596,
        "probability": 0.003332,
        "confidence_lo": 0.003092,
        "confidence_hi": 0.003333,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "68a3a62a7e613188507ef770377ee9d86f6a0cf8d9c5a40af63700684ec1f6a4",
        "signature": {
          "alg": "ed25519",
          "sig": "fe5fbffcee86e307c0f0287c49698b488abcb8c267246039dd1a27b999227cffbda3e7724e686e43f1ce4f88d68892e50880d562adaf7226bcadeac9aad9af0d"
        }
      },
      "receipt_sha256": "68a3a62a7e613188507ef770377ee9d86f6a0cf8d9c5a40af63700684ec1f6a4"
    },
    {
      "storm_id": "281997",
      "lat": 46.9927,
      "lon": -85.6845,
      "motion_east": 6.5,
      "motion_south": -1.0,
      "valid_time": "20260816_080041 UTC",
      "tornado_probability": 0.0033,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 168.0,
      "ebshear": 19.0,
      "srh01": 197.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 197.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.7374
        },
        {
          "name": "alignment",
          "value": -2.154
        },
        {
          "name": "tau",
          "value": 1.5736
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3589
      },
      "coherence_score": 1.5735563039779663,
      "coherence_diagnostics": {
        "tau": 1.5735563039779663,
        "grad_tau": 0.24854591488838196,
        "torsion": 0.0,
        "alignment": -2.1539735794067383,
        "S_field": 0.5490169525146484,
        "Gamma_field": 0.15447998046875,
        "S_over_Gamma": 3.5539681911468506,
        "Da": 9.250068664550781,
        "E_coh": 0.7640315294265747,
        "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": [
          [
            [
              -85.68,
              47.02
            ],
            [
              -85.65,
              47.02
            ],
            [
              -85.64,
              47.01
            ],
            [
              -85.64,
              46.98
            ],
            [
              -85.69,
              46.94
            ],
            [
              -85.71,
              46.96
            ],
            [
              -85.72,
              46.96
            ],
            [
              -85.72,
              46.99
            ],
            [
              -85.71,
              47.01
            ],
            [
              -85.69,
              47.01
            ],
            [
              -85.68,
              47.02
            ]
          ]
        ]
      },
      "raw_probability": 0.3589,
      "confidence_lo": 0.0031,
      "confidence_hi": 0.0033,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "3e59646df06941dd37a31b20cd62d4394f54d33cc7325576da380bccd82e53c4",
        "input_sha256": "2d933c16108fe019898355ec8d7fe16446c071510f8a61ae0f5bf0bcf21c9218",
        "issued_at": "2026-08-16T08:23:58Z",
        "raw_probability": 0.3589,
        "probability": 0.003332,
        "confidence_lo": 0.003092,
        "confidence_hi": 0.003333,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5bff42a1be8116d1280de6dd3c9a5112d81812db8e8c14370f6170c284823799",
        "signature": {
          "alg": "ed25519",
          "sig": "7af24e225adddf908c4d8d4ba3effddf4b5fa0081e47cc9a9f844320310c1cfe3961a11bed153f8a2fe8233eda4dc9a110e00b1574f9229ac822834819dfe805"
        }
      },
      "receipt_sha256": "5bff42a1be8116d1280de6dd3c9a5112d81812db8e8c14370f6170c284823799"
    },
    {
      "storm_id": "281949",
      "lat": 42.6762,
      "lon": -86.5538,
      "motion_east": 6.5,
      "motion_south": -1.0,
      "valid_time": "20260816_080041 UTC",
      "tornado_probability": 0.0033,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1003.0,
      "ebshear": 22.0,
      "srh01": 121.0,
      "maxllaz": 0.002,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 121.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.6124
        },
        {
          "name": "alignment",
          "value": 3.2694
        },
        {
          "name": "tau",
          "value": 1.7104
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3506
      },
      "coherence_score": 1.7104265689849854,
      "coherence_diagnostics": {
        "tau": 1.7104265689849854,
        "grad_tau": 0.09323900938034058,
        "torsion": 0.0,
        "alignment": 3.2694294452667236,
        "S_field": 0.3561250865459442,
        "Gamma_field": 0.1986466497182846,
        "S_over_Gamma": 1.7927565574645996,
        "Da": 12.336742401123047,
        "E_coh": 0.5376865863800049,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -86.55,
              42.72
            ],
            [
              -86.53,
              42.7
            ],
            [
              -86.5,
              42.69
            ],
            [
              -86.5,
              42.66
            ],
            [
              -86.51,
              42.64
            ],
            [
              -86.53,
              42.63
            ],
            [
              -86.57,
              42.63
            ],
            [
              -86.59,
              42.65
            ],
            [
              -86.59,
              42.67
            ],
            [
              -86.6,
              42.68
            ],
            [
              -86.59,
              42.69
            ],
            [
              -86.59,
              42.71
            ],
            [
              -86.55,
              42.72
            ]
          ]
        ]
      },
      "raw_probability": 0.3506,
      "confidence_lo": 0.0031,
      "confidence_hi": 0.0033,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "3e59646df06941dd37a31b20cd62d4394f54d33cc7325576da380bccd82e53c4",
        "input_sha256": "8e517f2f9086fa2f77cac5b38934477bc64076b9e23e4372cd648a0115143768",
        "issued_at": "2026-08-16T08:23:58Z",
        "raw_probability": 0.3506,
        "probability": 0.003252,
        "confidence_lo": 0.003092,
        "confidence_hi": 0.003253,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e498a9343de4fd0a464d4c1717a099d40fad952acf2db4f9abae05c83a73bc1e",
        "signature": {
          "alg": "ed25519",
          "sig": "6cfd408a5bda582694a3b5279b52797ff28e904ad2ca28da196817921e4e0f4feb7be425e5498848649a11ffa8ced41be151e9f5cd2eb4d43a73926b3fe7240d"
        }
      },
      "receipt_sha256": "e498a9343de4fd0a464d4c1717a099d40fad952acf2db4f9abae05c83a73bc1e"
    },
    {
      "storm_id": "282008",
      "lat": 42.61,
      "lon": -86.7844,
      "motion_east": 6.5,
      "motion_south": -1.0,
      "valid_time": "20260816_080041 UTC",
      "tornado_probability": 0.0033,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1230.0,
      "ebshear": 22.0,
      "srh01": 111.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 111.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.6124
        },
        {
          "name": "alignment",
          "value": 3.2694
        },
        {
          "name": "tau",
          "value": 1.7104
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3506
      },
      "coherence_score": 1.7104265689849854,
      "coherence_diagnostics": {
        "tau": 1.7104265689849854,
        "grad_tau": 0.09323900938034058,
        "torsion": 0.0,
        "alignment": 3.2694294452667236,
        "S_field": 0.3561250865459442,
        "Gamma_field": 0.1986466497182846,
        "S_over_Gamma": 1.7927565574645996,
        "Da": 12.336742401123047,
        "E_coh": 0.5376865863800049,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -86.81,
              42.64
            ],
            [
              -86.77,
              42.64
            ],
            [
              -86.75,
              42.62
            ],
            [
              -86.75,
              42.58
            ],
            [
              -86.74,
              42.57
            ],
            [
              -86.79,
              42.57
            ],
            [
              -86.82,
              42.6
            ],
            [
              -86.82,
              42.63
            ],
            [
              -86.81,
              42.64
            ]
          ]
        ]
      },
      "raw_probability": 0.3506,
      "confidence_lo": 0.0031,
      "confidence_hi": 0.0033,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "3e59646df06941dd37a31b20cd62d4394f54d33cc7325576da380bccd82e53c4",
        "input_sha256": "8e517f2f9086fa2f77cac5b38934477bc64076b9e23e4372cd648a0115143768",
        "issued_at": "2026-08-16T08:23:58Z",
        "raw_probability": 0.3506,
        "probability": 0.003252,
        "confidence_lo": 0.003092,
        "confidence_hi": 0.003253,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e498a9343de4fd0a464d4c1717a099d40fad952acf2db4f9abae05c83a73bc1e",
        "signature": {
          "alg": "ed25519",
          "sig": "6cfd408a5bda582694a3b5279b52797ff28e904ad2ca28da196817921e4e0f4feb7be425e5498848649a11ffa8ced41be151e9f5cd2eb4d43a73926b3fe7240d"
        }
      },
      "receipt_sha256": "e498a9343de4fd0a464d4c1717a099d40fad952acf2db4f9abae05c83a73bc1e"
    },
    {
      "storm_id": "281652",
      "lat": 42.4014,
      "lon": -88.625,
      "motion_east": 10.4,
      "motion_south": 1.1,
      "valid_time": "20260816_080041 UTC",
      "tornado_probability": 0.0033,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2316.0,
      "ebshear": 12.0,
      "srh01": 77.0,
      "maxllaz": 0.002,
      "mesh": 0.07,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 77.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.6124
        },
        {
          "name": "alignment",
          "value": -0.3423
        },
        {
          "name": "tau",
          "value": 1.5971
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3461
      },
      "coherence_score": 1.597109317779541,
      "coherence_diagnostics": {
        "tau": 1.597109317779541,
        "grad_tau": 0.039963722229003906,
        "torsion": 0.0,
        "alignment": -0.3422889709472656,
        "S_field": 0.32841184735298157,
        "Gamma_field": 0.25697997212409973,
        "S_over_Gamma": 1.2779667377471924,
        "Da": 15.627461433410645,
        "E_coh": 0.5692692995071411,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -88.63,
              42.48
            ],
            [
              -88.56,
              42.48
            ],
            [
              -88.55,
              42.47
            ],
            [
              -88.56,
              42.46
            ],
            [
              -88.55,
              42.45
            ],
            [
              -88.53,
              42.45
            ],
            [
              -88.49,
              42.43
            ],
            [
              -88.48,
              42.39
            ],
            [
              -88.51,
              42.34
            ],
            [
              -88.55,
              42.32
            ],
            [
              -88.57,
              42.33
            ],
            [
              -88.61,
              42.33
            ],
            [
              -88.62,
              42.34
            ],
            [
              -88.62,
              42.37
            ],
            [
              -88.63,
              42.38
            ],
            [
              -88.66,
              42.38
            ],
            [
              -88.67,
              42.37
            ],
            [
              -88.67,
              42.34
            ],
            [
              -88.75,
              42.34
            ],
            [
              -88.79,
              42.36
            ],
            [
              -88.79,
              42.39
            ],
            [
              -88.78,
              42.41
            ],
            [
              -88.69,
              42.41
            ],
            [
              -88.68,
              42.42
            ],
            [
              -88.65,
              42.42
            ],
            [
              -88.64,
              42.43
            ],
            [
              -88.64,
              42.47
            ],
            [
              -88.63,
              42.48
            ]
          ]
        ]
      },
      "raw_probability": 0.3461,
      "confidence_lo": 0.0031,
      "confidence_hi": 0.0033,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "3e59646df06941dd37a31b20cd62d4394f54d33cc7325576da380bccd82e53c4",
        "input_sha256": "539bd49bb72271fcdead178e884b7317edfc4e8beb710ff8c7421e87469725b6",
        "issued_at": "2026-08-16T08:23:58Z",
        "raw_probability": 0.3461,
        "probability": 0.003252,
        "confidence_lo": 0.003092,
        "confidence_hi": 0.003253,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e496dc7976dfc3abc457711cca88c6483a3b907981a4020351003390e42f116f",
        "signature": {
          "alg": "ed25519",
          "sig": "25e95dc129dc468571404336b88a48af1f249b7f5544a682302b3a213c7a700597591557bdbe7ffd08e89e41f9fa3ff4835ec3e2bdbe791f855698769fdc9e01"
        }
      },
      "receipt_sha256": "e496dc7976dfc3abc457711cca88c6483a3b907981a4020351003390e42f116f"
    },
    {
      "storm_id": "282007",
      "lat": 47.6342,
      "lon": -84.5308,
      "motion_east": 6.5,
      "motion_south": -1.0,
      "valid_time": "20260816_080041 UTC",
      "tornado_probability": 0.0032,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 26.0,
      "ebshear": 9.0,
      "srh01": 250.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 250.0
        },
        {
          "name": "hrrr_pwat",
          "value": 40.8624
        },
        {
          "name": "alignment",
          "value": -13.9292
        },
        {
          "name": "tau",
          "value": 1.2585
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3419
      },
      "coherence_score": 1.2585384845733643,
      "coherence_diagnostics": {
        "tau": 1.2585384845733643,
        "grad_tau": 0.47737476229667664,
        "torsion": 0.0,
        "alignment": -13.929179191589355,
        "S_field": 0.4313434064388275,
        "Gamma_field": 0.15864664316177368,
        "S_over_Gamma": 2.7188940048217773,
        "Da": 9.905450820922852,
        "E_coh": 0.7061955332756042,
        "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": [
          [
            [
              -84.54,
              47.68
            ],
            [
              -84.5,
              47.68
            ],
            [
              -84.49,
              47.67
            ],
            [
              -84.49,
              47.63
            ],
            [
              -84.48,
              47.62
            ],
            [
              -84.51,
              47.58
            ],
            [
              -84.55,
              47.58
            ],
            [
              -84.56,
              47.6
            ],
            [
              -84.58,
              47.61
            ],
            [
              -84.57,
              47.62
            ],
            [
              -84.56,
              47.66
            ],
            [
              -84.54,
              47.68
            ]
          ]
        ]
      },
      "raw_probability": 0.3419,
      "confidence_lo": 0.0031,
      "confidence_hi": 0.0032,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "3e59646df06941dd37a31b20cd62d4394f54d33cc7325576da380bccd82e53c4",
        "input_sha256": "8e3f79cbdee829698aebe69411da43eef04e900c3437003619259387248b7f94",
        "issued_at": "2026-08-16T08:23:58Z",
        "raw_probability": 0.3419,
        "probability": 0.00318,
        "confidence_lo": 0.003092,
        "confidence_hi": 0.00318,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "66110f56791f49597cc08ca7299037cc008e0ab32d5b05e9a1065cc5bbc4aa9b",
        "signature": {
          "alg": "ed25519",
          "sig": "06c9d35e19b262c77913a93edf88714b06c52b24a5aca27ca207855ceb563d7f30d84c8b47b44d02547ae52bf3e2c565028e65cd33327915e5b7317c5ab47906"
        }
      },
      "receipt_sha256": "66110f56791f49597cc08ca7299037cc008e0ab32d5b05e9a1065cc5bbc4aa9b"
    },
    {
      "storm_id": "281962",
      "lat": 42.6114,
      "lon": -87.3629,
      "motion_east": 6.5,
      "motion_south": -1.0,
      "valid_time": "20260816_080041 UTC",
      "tornado_probability": 0.0032,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2130.0,
      "ebshear": 24.0,
      "srh01": 95.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 95.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.6124
        },
        {
          "name": "alignment",
          "value": 3.2694
        },
        {
          "name": "tau",
          "value": 1.7104
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3365
      },
      "coherence_score": 1.7104265689849854,
      "coherence_diagnostics": {
        "tau": 1.7104265689849854,
        "grad_tau": 0.09323900938034058,
        "torsion": 0.0,
        "alignment": 3.2694294452667236,
        "S_field": 0.3561250865459442,
        "Gamma_field": 0.1986466497182846,
        "S_over_Gamma": 1.7927565574645996,
        "Da": 12.336742401123047,
        "E_coh": 0.5376865863800049,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -87.4,
              42.64
            ],
            [
              -87.34,
              42.64
            ],
            [
              -87.32,
              42.62
            ],
            [
              -87.32,
              42.57
            ],
            [
              -87.36,
              42.56
            ],
            [
              -87.4,
              42.61
            ],
            [
              -87.4,
              42.64
            ]
          ]
        ]
      },
      "raw_probability": 0.3365,
      "confidence_lo": 0.0031,
      "confidence_hi": 0.0032,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "3e59646df06941dd37a31b20cd62d4394f54d33cc7325576da380bccd82e53c4",
        "input_sha256": "1892fc19340c30747294675be40d18fbe58d8d5a02fe06a5d3a7ccbb52e92cb9",
        "issued_at": "2026-08-16T08:23:58Z",
        "raw_probability": 0.3365,
        "probability": 0.00318,
        "confidence_lo": 0.003092,
        "confidence_hi": 0.00318,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6505f493c3509a4221a418138d8c79e3859d2461bd74be6a54494a80895cd739",
        "signature": {
          "alg": "ed25519",
          "sig": "fffde001565d3b9a2f6c304cfde3eb61e4776c0ea8f138c4bd4d27892464fa97c47053a4dd7eae9537a10b523896f6ff002a99ca2105423238c56057a8be9201"
        }
      },
      "receipt_sha256": "6505f493c3509a4221a418138d8c79e3859d2461bd74be6a54494a80895cd739"
    },
    {
      "storm_id": "281629",
      "lat": 39.6533,
      "lon": -92.91,
      "motion_east": 6.5,
      "motion_south": -1.0,
      "valid_time": "20260816_080041 UTC",
      "tornado_probability": 0.0032,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2736.0,
      "ebshear": 22.0,
      "srh01": 78.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 78.0
        },
        {
          "name": "hrrr_pwat",
          "value": 51.4874
        },
        {
          "name": "alignment",
          "value": 4.0138
        },
        {
          "name": "tau",
          "value": 1.8623
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3362
      },
      "coherence_score": 1.8622653484344482,
      "coherence_diagnostics": {
        "tau": 1.8622653484344482,
        "grad_tau": 0.2845437228679657,
        "torsion": 0.0,
        "alignment": 4.013757228851318,
        "S_field": 0.5594464540481567,
        "Gamma_field": 0.302813321352005,
        "S_over_Gamma": 1.8474961519241333,
        "Da": 17.697160720825195,
        "E_coh": 0.917925238609314,
        "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": [
          [
            [
              -92.93,
              39.69
            ],
            [
              -92.87,
              39.69
            ],
            [
              -92.87,
              39.66
            ],
            [
              -92.86,
              39.64
            ],
            [
              -92.89,
              39.61
            ],
            [
              -92.94,
              39.61
            ],
            [
              -92.95,
              39.62
            ],
            [
              -92.95,
              39.67
            ],
            [
              -92.93,
              39.69
            ]
          ]
        ]
      },
      "raw_probability": 0.3362,
      "confidence_lo": 0.0031,
      "confidence_hi": 0.0032,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "3e59646df06941dd37a31b20cd62d4394f54d33cc7325576da380bccd82e53c4",
        "input_sha256": "177564c9ab79e2b50599dca143bf0b4f868e09a016b5dca2baaabd359c24df27",
        "issued_at": "2026-08-16T08:23:58Z",
        "raw_probability": 0.3362,
        "probability": 0.00318,
        "confidence_lo": 0.003092,
        "confidence_hi": 0.00318,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a0969ac8ce0ae06eaed32197070e554a6dc5a5501fc9b8895b366133e30de862",
        "signature": {
          "alg": "ed25519",
          "sig": "d51156db6486ea3d1ebb623ff63790c583cb2be629ce249b0f7550bdd7b5ff61ba80850fc3c6d2bc975ee7b6c750cb2c8dc9c3b25f2af4319e00263cd466d40c"
        }
      },
      "receipt_sha256": "a0969ac8ce0ae06eaed32197070e554a6dc5a5501fc9b8895b366133e30de862"
    },
    {
      "storm_id": "281746",
      "lat": 39.18,
      "lon": -93.2825,
      "motion_east": 6.5,
      "motion_south": -1.0,
      "valid_time": "20260816_080041 UTC",
      "tornado_probability": 0.0032,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3510.0,
      "ebshear": 21.0,
      "srh01": 97.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 97.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.9874
        },
        {
          "name": "alignment",
          "value": 0.8528
        },
        {
          "name": "tau",
          "value": 1.8256
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3219
      },
      "coherence_score": 1.8255741596221924,
      "coherence_diagnostics": {
        "tau": 1.8255741596221924,
        "grad_tau": 0.15132150053977966,
        "torsion": 0.0,
        "alignment": 0.8528140187263489,
        "S_field": 0.5822418332099915,
        "Gamma_field": 0.41447997093200684,
        "S_over_Gamma": 1.4047526121139526,
        "Da": 24.695249557495117,
        "E_coh": 0.9003085494041443,
        "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": [
          [
            [
              -93.32,
              39.22
            ],
            [
              -93.25,
              39.22
            ],
            [
              -93.24,
              39.21
            ],
            [
              -93.24,
              39.16
            ],
            [
              -93.23,
              39.15
            ],
            [
              -93.24,
              39.14
            ],
            [
              -93.27,
              39.14
            ],
            [
              -93.3,
              39.16
            ],
            [
              -93.32,
              39.16
            ],
            [
              -93.33,
              39.17
            ],
            [
              -93.33,
              39.21
            ],
            [
              -93.32,
              39.22
            ]
          ]
        ]
      },
      "raw_probability": 0.3219,
      "confidence_lo": 0.0031,
      "confidence_hi": 0.0032,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "3e59646df06941dd37a31b20cd62d4394f54d33cc7325576da380bccd82e53c4",
        "input_sha256": "1f437b5f69d5c5180899363d4fcdf36273acc0c1f97576fd66d5156c7e81c2f0",
        "issued_at": "2026-08-16T08:23:58Z",
        "raw_probability": 0.3219,
        "probability": 0.00318,
        "confidence_lo": 0.003092,
        "confidence_hi": 0.00318,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "87315a4a32bedf53c86d1293f9f8e4cd86a97134862aec1ac3e9af8e7ed05285",
        "signature": {
          "alg": "ed25519",
          "sig": "d41c97bfd7d5c9aa604cd9a6ea71584892cfce620f9e0f06f8c6e067eaf2b834c80fb9f13c0afd2d6ca8c94889d5d89e6c99655c0bc4d40d4c95ee52e9a28009"
        }
      },
      "receipt_sha256": "87315a4a32bedf53c86d1293f9f8e4cd86a97134862aec1ac3e9af8e7ed05285"
    },
    {
      "storm_id": "281922",
      "lat": 47.5545,
      "lon": -84.652,
      "motion_east": 6.5,
      "motion_south": -1.0,
      "valid_time": "20260816_080041 UTC",
      "tornado_probability": 0.0032,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 27.0,
      "ebshear": 10.0,
      "srh01": 243.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 243.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.7374
        },
        {
          "name": "alignment",
          "value": -7.1773
        },
        {
          "name": "tau",
          "value": 1.2498
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3209
      },
      "coherence_score": 1.2498178482055664,
      "coherence_diagnostics": {
        "tau": 1.2498178482055664,
        "grad_tau": 0.47603902220726013,
        "torsion": 0.0,
        "alignment": -7.177332878112793,
        "S_field": 0.4127225875854492,
        "Gamma_field": 0.15781331062316895,
        "S_over_Gamma": 2.6152584552764893,
        "Da": 9.683788299560547,
        "E_coh": 0.5239866375923157,
        "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": [
          [
            [
              -84.66,
              47.62
            ],
            [
              -84.65,
              47.61
            ],
            [
              -84.64,
              47.61
            ],
            [
              -84.65,
              47.61
            ],
            [
              -84.66,
              47.6
            ],
            [
              -84.66,
              47.59
            ],
            [
              -84.66,
              47.58
            ],
            [
              -84.65,
              47.57
            ],
            [
              -84.64,
              47.57
            ],
            [
              -84.63,
              47.57
            ],
            [
              -84.62,
              47.57
            ],
            [
              -84.61,
              47.56
            ],
            [
              -84.61,
              47.55
            ],
            [
              -84.62,
              47.55
            ],
            [
              -84.63,
              47.54
            ],
            [
              -84.63,
              47.53
            ],
            [
              -84.62,
              47.52
            ],
            [
              -84.62,
              47.51
            ],
            [
              -84.62,
              47.5
            ],
            [
              -84.63,
              47.49
            ],
            [
              -84.64,
              47.49
            ],
            [
              -84.65,
              47.49
            ],
            [
              -84.66,
              47.49
            ],
            [
              -84.67,
              47.49
            ],
            [
              -84.67,
              47.5
            ],
            [
              -84.67,
              47.51
            ],
            [
              -84.67,
              47.52
            ],
            [
              -84.66,
              47.53
            ],
            [
              -84.67,
              47.54
            ],
            [
              -84.68,
              47.55
            ],
            [
              -84.69,
              47.55
            ],
            [
              -84.69,
              47.56
            ],
            [
              -84.69,
              47.57
            ],
            [
              -84.68,
              47.57
            ],
            [
              -84.67,
              47.57
            ],
            [
              -84.66,
              47.58
            ],
            [
              -84.66,
              47.59
            ],
            [
              -84.66,
              47.6
            ],
            [
              -84.67,
              47.61
            ],
            [
              -84.66,
              47.62
            ]
          ]
        ]
      },
      "raw_probability": 0.3209,
      "confidence_lo": 0.0031,
      "confidence_hi": 0.0032,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "3e59646df06941dd37a31b20cd62d4394f54d33cc7325576da380bccd82e53c4",
        "input_sha256": "cd72c7a6408b370b3b31322310bf193dcab81881841d9b07ba208168f5555dc7",
        "issued_at": "2026-08-16T08:23:58Z",
        "raw_probability": 0.3209,
        "probability": 0.00318,
        "confidence_lo": 0.003092,
        "confidence_hi": 0.00318,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "3222a78751a0073a8f52db6a9fc818d1d3740ae12ab8a5b74727c2f8c3c9718a",
        "signature": {
          "alg": "ed25519",
          "sig": "6557886967eaef436fc26a38bee9b60ff33986700e6a71c2e27613e7db626c9e7fcc6762026111ba8501476a24c42d11c0470f0910420ba67d36985a59602603"
        }
      },
      "receipt_sha256": "3222a78751a0073a8f52db6a9fc818d1d3740ae12ab8a5b74727c2f8c3c9718a"
    },
    {
      "storm_id": "281987",
      "lat": 39.0336,
      "lon": -96.0273,
      "motion_east": 6.5,
      "motion_south": -1.0,
      "valid_time": "20260816_080041 UTC",
      "tornado_probability": 0.0032,
      "risk_band": "high",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1975.0,
      "ebshear": 31.0,
      "srh01": 78.0,
      "maxllaz": 0.003,
      "mesh": 0.09,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 78.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.4874
        },
        {
          "name": "alignment",
          "value": -1.1544
        },
        {
          "name": "tau",
          "value": 1.3217
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.3027
      },
      "coherence_score": 1.3217495679855347,
      "coherence_diagnostics": {
        "tau": 1.3217495679855347,
        "grad_tau": 0.3453291058540344,
        "torsion": 0.0,
        "alignment": -1.1543774604797363,
        "S_field": 0.9074231386184692,
        "Gamma_field": 0.2444799840450287,
        "S_over_Gamma": 3.7116458415985107,
        "Da": 14.82336139678955,
        "E_coh": 0.9145234227180481,
        "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": [
          [
            [
              -96.03,
              39.07
            ],
            [
              -96.0,
              39.07
            ],
            [
              -95.99,
              39.06
            ],
            [
              -95.99,
              39.03
            ],
            [
              -95.98,
              39.01
            ],
            [
              -96.01,
              38.99
            ],
            [
              -96.07,
              38.99
            ],
            [
              -96.08,
              39.0
            ],
            [
              -96.06,
              39.03
            ],
            [
              -96.06,
              39.05
            ],
            [
              -96.03,
              39.07
            ]
          ]
        ]
      },
      "raw_probability": 0.3027,
      "confidence_lo": 0.0031,
      "confidence_hi": 0.0032,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "3e59646df06941dd37a31b20cd62d4394f54d33cc7325576da380bccd82e53c4",
        "input_sha256": "ba5d8b4a8d4512dce3607d74ed4332717228d3e904627ff19f8aed64d10ae547",
        "issued_at": "2026-08-16T08:23:58Z",
        "raw_probability": 0.3027,
        "probability": 0.00318,
        "confidence_lo": 0.003092,
        "confidence_hi": 0.00318,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "dfc0d6b187345f8d8b75ad0ef96745b1fbbefb61f00511104fc60159b1a4f266",
        "signature": {
          "alg": "ed25519",
          "sig": "cc09ba4e6a6d47c3e79be19126a8e9f3b34c07453869507ef839bbcd0fd0ee9e6da338599143bdc0be89fb3bf7a83a2dbacc00893334f8fde3c6cc75bf1e230d"
        }
      },
      "receipt_sha256": "dfc0d6b187345f8d8b75ad0ef96745b1fbbefb61f00511104fc60159b1a4f266"
    },
    {
      "storm_id": "281978",
      "lat": 42.415,
      "lon": -88.2375,
      "motion_east": 8.0,
      "motion_south": 0.0,
      "valid_time": "20260816_080041 UTC",
      "tornado_probability": 0.0031,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2222.0,
      "ebshear": 10.0,
      "srh01": 99.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 99.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.4874
        },
        {
          "name": "alignment",
          "value": 4.3881
        },
        {
          "name": "tau",
          "value": 1.5897
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.29
      },
      "coherence_score": 1.5897295475006104,
      "coherence_diagnostics": {
        "tau": 1.5897295475006104,
        "grad_tau": 0.05666123330593109,
        "torsion": 0.0,
        "alignment": 4.388126850128174,
        "S_field": 0.16125322878360748,
        "Gamma_field": 0.3328133225440979,
        "S_over_Gamma": 0.48451554775238037,
        "Da": 19.925735473632812,
        "E_coh": 0.2887839078903198,
        "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": [
          [
            [
              -88.26,
              42.44
            ],
            [
              -88.21,
              42.44
            ],
            [
              -88.2,
              42.43
            ],
            [
              -88.2,
              42.4
            ],
            [
              -88.23,
              42.37
            ],
            [
              -88.27,
              42.37
            ],
            [
              -88.27,
              42.43
            ],
            [
              -88.26,
              42.44
            ]
          ]
        ]
      },
      "raw_probability": 0.29,
      "confidence_lo": 0.0022,
      "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": "3e59646df06941dd37a31b20cd62d4394f54d33cc7325576da380bccd82e53c4",
        "input_sha256": "7f85a135493b6c316012a5729bf2782f146a16983074016e9936c1f074e2e69e",
        "issued_at": "2026-08-16T08:23:58Z",
        "raw_probability": 0.29,
        "probability": 0.003136,
        "confidence_lo": 0.002194,
        "confidence_hi": 0.003139,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "b8927905868fce3529facd7de7a91cfca24d7f729c59e07663a9a015a9bc6aab",
        "signature": {
          "alg": "ed25519",
          "sig": "89f000d068e00185059717561edae6344574c72a366b8d5f0590416b56f012baa0ee50cd1ac213ea871eea3e954ca1217163bdc252414d6ce38f936a9645fd08"
        }
      },
      "receipt_sha256": "b8927905868fce3529facd7de7a91cfca24d7f729c59e07663a9a015a9bc6aab"
    },
    {
      "storm_id": "281929",
      "lat": 39.9688,
      "lon": -93.6988,
      "motion_east": 7.1,
      "motion_south": 0.0,
      "valid_time": "20260816_080041 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1774.0,
      "ebshear": 19.0,
      "srh01": 70.0,
      "maxllaz": 0.002,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 70.0
        },
        {
          "name": "hrrr_pwat",
          "value": 48.6124
        },
        {
          "name": "alignment",
          "value": 1.4393
        },
        {
          "name": "tau",
          "value": 1.7255
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2805
      },
      "coherence_score": 1.7255299091339111,
      "coherence_diagnostics": {
        "tau": 1.7255299091339111,
        "grad_tau": 0.22249506413936615,
        "torsion": 0.0,
        "alignment": 1.4392850399017334,
        "S_field": 0.5470327734947205,
        "Gamma_field": 0.25947999954223633,
        "S_over_Gamma": 2.1081886291503906,
        "Da": 15.0059814453125,
        "E_coh": 0.91323322057724,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -93.7,
              40.01
            ],
            [
              -93.66,
              39.99
            ],
            [
              -93.66,
              39.95
            ],
            [
              -93.69,
              39.93
            ],
            [
              -93.72,
              39.93
            ],
            [
              -93.73,
              39.94
            ],
            [
              -93.73,
              39.99
            ],
            [
              -93.7,
              40.01
            ]
          ]
        ]
      },
      "raw_probability": 0.2805,
      "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": "3e59646df06941dd37a31b20cd62d4394f54d33cc7325576da380bccd82e53c4",
        "input_sha256": "f06ae9931d057d8fbbe5932f8c6ea65c7a7fff3b80b22eb11e1b9eff0603be0b",
        "issued_at": "2026-08-16T08:23:58Z",
        "raw_probability": 0.2805,
        "probability": 0.002347,
        "confidence_lo": 0.002194,
        "confidence_hi": 0.002347,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e5b510059cb9012b25a3ff1bcc2152916533977818bc1a255ada6412ef2e45e4",
        "signature": {
          "alg": "ed25519",
          "sig": "95e5ecf56ab11ae983ba4e7b1a7b2d99ee03cc47b095407c3da0f2b98eed75e45d822bd672e819fa7b9a8c60c812f24ca786b1ebf611c5eaa16463fd61b0da04"
        }
      },
      "receipt_sha256": "e5b510059cb9012b25a3ff1bcc2152916533977818bc1a255ada6412ef2e45e4"
    },
    {
      "storm_id": "281425",
      "lat": 40.9411,
      "lon": -86.7867,
      "motion_east": 6.5,
      "motion_south": -1.0,
      "valid_time": "20260816_080041 UTC",
      "tornado_probability": 0.0023,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2388.0,
      "ebshear": 18.0,
      "srh01": 204.0,
      "maxllaz": 0.002,
      "mesh": 0.3,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 204.0
        },
        {
          "name": "hrrr_pwat",
          "value": 52.9874
        },
        {
          "name": "alignment",
          "value": 4.9536
        },
        {
          "name": "tau",
          "value": 1.7189
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2785
      },
      "coherence_score": 1.7188682556152344,
      "coherence_diagnostics": {
        "tau": 1.7188682556152344,
        "grad_tau": 0.21337665617465973,
        "torsion": 0.0,
        "alignment": 4.953561782836914,
        "S_field": 0.37761354446411133,
        "Gamma_field": 0.20114664733409882,
        "S_over_Gamma": 1.8773046731948853,
        "Da": 12.191883087158203,
        "E_coh": 0.731525182723999,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 3,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -86.84,
              41.03
            ],
            [
              -86.8,
              41.03
            ],
            [
              -86.78,
              41.01
            ],
            [
              -86.78,
              40.98
            ],
            [
              -86.74,
              40.95
            ],
            [
              -86.73,
              40.91
            ],
            [
              -86.71,
              40.89
            ],
            [
              -86.71,
              40.85
            ],
            [
              -86.73,
              40.85
            ],
            [
              -86.74,
              40.86
            ],
            [
              -86.78,
              40.86
            ],
            [
              -86.81,
              40.89
            ],
            [
              -86.8,
              40.9
            ],
            [
              -86.8,
              40.92
            ],
            [
              -86.85,
              40.97
            ],
            [
              -86.86,
              40.99
            ],
            [
              -86.86,
              41.02
            ],
            [
              -86.84,
              41.03
            ]
          ]
        ]
      },
      "raw_probability": 0.2785,
      "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": "3e59646df06941dd37a31b20cd62d4394f54d33cc7325576da380bccd82e53c4",
        "input_sha256": "d72dd04930ecba8495a990a294fbfbc3713cb75b3470855dad9dc7713071b530",
        "issued_at": "2026-08-16T08:23:58Z",
        "raw_probability": 0.2785,
        "probability": 0.002347,
        "confidence_lo": 0.002194,
        "confidence_hi": 0.002347,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5111e22fadd3aed6fbffb73220ebca59b27caa2e080aacc71a451cdc22a3e1a2",
        "signature": {
          "alg": "ed25519",
          "sig": "0284ac13c456a56300ab126cfe8d12610b7e07e6284231e6a034c2da077c56d88e4320ff3a502100ef6b01c3dfe417bd885c6f3d14536d9fccf5fb19aecc6502"
        }
      },
      "receipt_sha256": "5111e22fadd3aed6fbffb73220ebca59b27caa2e080aacc71a451cdc22a3e1a2"
    },
    {
      "storm_id": "281931",
      "lat": 39.7464,
      "lon": -94.1318,
      "motion_east": 9.0,
      "motion_south": 1.3,
      "valid_time": "20260816_080041 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2176.0,
      "ebshear": 20.0,
      "srh01": 69.0,
      "maxllaz": 0.005,
      "mesh": 0.06,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 69.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.2374
        },
        {
          "name": "alignment",
          "value": 2.9444
        },
        {
          "name": "tau",
          "value": 1.6181
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2576
      },
      "coherence_score": 1.6181309223175049,
      "coherence_diagnostics": {
        "tau": 1.6181309223175049,
        "grad_tau": 0.23095129430294037,
        "torsion": 0.0,
        "alignment": 2.944413185119629,
        "S_field": 0.4760071039199829,
        "Gamma_field": 0.2628133296966553,
        "S_over_Gamma": 1.8111984729766846,
        "Da": 15.502405166625977,
        "E_coh": 0.7501481771469116,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -94.16,
              39.78
            ],
            [
              -94.12,
              39.78
            ],
            [
              -94.1,
              39.77
            ],
            [
              -94.09,
              39.76
            ],
            [
              -94.09,
              39.71
            ],
            [
              -94.11,
              39.7
            ],
            [
              -94.12,
              39.71
            ],
            [
              -94.16,
              39.72
            ],
            [
              -94.17,
              39.73
            ],
            [
              -94.17,
              39.77
            ],
            [
              -94.16,
              39.78
            ]
          ]
        ]
      },
      "raw_probability": 0.2576,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "3e59646df06941dd37a31b20cd62d4394f54d33cc7325576da380bccd82e53c4",
        "input_sha256": "68ee5d8d3d58f3c09ec4d2c52cda90be56cbb28593a3fd99c53b6d13fda98f9b",
        "issued_at": "2026-08-16T08:23:58Z",
        "raw_probability": 0.2576,
        "probability": 0.002223,
        "confidence_lo": 0.002194,
        "confidence_hi": 0.002223,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "04e74d2e370db3a90012567d41a6046e488c50bb507c51a2836c4f941326b93c",
        "signature": {
          "alg": "ed25519",
          "sig": "14db4b1c3e86a5a6a6bf84a688ac922fbb6543cae06c7bc1900282a11a540f523aef760f57d1d916a11e5675c8ae82084ee0acb7644c8c8d61fb8918b23a5b08"
        }
      },
      "receipt_sha256": "04e74d2e370db3a90012567d41a6046e488c50bb507c51a2836c4f941326b93c"
    },
    {
      "storm_id": "281999",
      "lat": 45.8453,
      "lon": -80.6476,
      "motion_east": 6.5,
      "motion_south": -1.0,
      "valid_time": "20260816_080041 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2.0,
      "ebshear": 3.0,
      "srh01": 112.0,
      "maxllaz": 0.005,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 112.0
        },
        {
          "name": "hrrr_pwat",
          "value": 29.7374
        },
        {
          "name": "alignment",
          "value": -4.3169
        },
        {
          "name": "tau",
          "value": 1.3218
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2322
      },
      "coherence_score": 1.32181715965271,
      "coherence_diagnostics": {
        "tau": 1.32181715965271,
        "grad_tau": 0.10526533424854279,
        "torsion": 0.0,
        "alignment": -4.31693172454834,
        "S_field": 0.26130411028862,
        "Gamma_field": 0.2628133296966553,
        "S_over_Gamma": 0.9942574501037598,
        "Da": 17.34467315673828,
        "E_coh": 0.40862733125686646,
        "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": [
          [
            [
              -80.63,
              45.9
            ],
            [
              -80.61,
              45.9
            ],
            [
              -80.59,
              45.88
            ],
            [
              -80.6,
              45.87
            ],
            [
              -80.6,
              45.84
            ],
            [
              -80.58,
              45.8
            ],
            [
              -80.63,
              45.8
            ],
            [
              -80.64,
              45.78
            ],
            [
              -80.68,
              45.77
            ],
            [
              -80.71,
              45.79
            ],
            [
              -80.7,
              45.8
            ],
            [
              -80.72,
              45.83
            ],
            [
              -80.71,
              45.85
            ],
            [
              -80.67,
              45.88
            ],
            [
              -80.67,
              45.89
            ],
            [
              -80.64,
              45.89
            ],
            [
              -80.63,
              45.9
            ]
          ]
        ]
      },
      "raw_probability": 0.2322,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "3e59646df06941dd37a31b20cd62d4394f54d33cc7325576da380bccd82e53c4",
        "input_sha256": "e349766002af18480c684c4e5024f4896bd7160244c8424c2fcab1c8e8f97e7e",
        "issued_at": "2026-08-16T08:23:58Z",
        "raw_probability": 0.2322,
        "probability": 0.002223,
        "confidence_lo": 0.002194,
        "confidence_hi": 0.002223,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "57772e0e2d5ec251a47a7924da42d7ab5c8b34862f22476ffc2e111e8f853588",
        "signature": {
          "alg": "ed25519",
          "sig": "3df2f50e22763abaadb1d171b11e831f2380a5fb456a25bb2f335563608eed9c512654ce45672813f985130f609ba4990092853eb7839d824471d4224f207203"
        }
      },
      "receipt_sha256": "57772e0e2d5ec251a47a7924da42d7ab5c8b34862f22476ffc2e111e8f853588"
    },
    {
      "storm_id": "281703",
      "lat": 40.6989,
      "lon": -101.46,
      "motion_east": 7.5,
      "motion_south": 6.8,
      "valid_time": "20260816_080041 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 590.0,
      "ebshear": 21.0,
      "srh01": 72.0,
      "maxllaz": 0.004,
      "mesh": 0.21,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 72.0
        },
        {
          "name": "hrrr_pwat",
          "value": 26.6124
        },
        {
          "name": "alignment",
          "value": -1.4571
        },
        {
          "name": "tau",
          "value": 0.6562
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2192
      },
      "coherence_score": 0.6562132239341736,
      "coherence_diagnostics": {
        "tau": 0.6562132239341736,
        "grad_tau": 0.062034737318754196,
        "torsion": 0.0,
        "alignment": -1.4571465253829956,
        "S_field": 0.23472529649734497,
        "Gamma_field": 0.4786466360092163,
        "S_over_Gamma": 0.4903936982154846,
        "Da": 29.04204559326172,
        "E_coh": 0.6487950682640076,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -101.48,
              40.74
            ],
            [
              -101.44,
              40.74
            ],
            [
              -101.42,
              40.72
            ],
            [
              -101.41,
              40.68
            ],
            [
              -101.44,
              40.64
            ],
            [
              -101.47,
              40.64
            ],
            [
              -101.5,
              40.68
            ],
            [
              -101.5,
              40.71
            ],
            [
              -101.48,
              40.74
            ]
          ]
        ]
      },
      "raw_probability": 0.2192,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "3e59646df06941dd37a31b20cd62d4394f54d33cc7325576da380bccd82e53c4",
        "input_sha256": "ffdfedab7b9b097b7adaf4bb6f1e0b1b73d624866506662660dbe384de92b8c7",
        "issued_at": "2026-08-16T08:23:58Z",
        "raw_probability": 0.2192,
        "probability": 0.002223,
        "confidence_lo": 0.002194,
        "confidence_hi": 0.002223,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "959c497706e0412883fdf918eb99494a3694d29eb3d2bece996cc87693a3d859",
        "signature": {
          "alg": "ed25519",
          "sig": "40b9a28be535734ce30baeeae259ad65ffd181e07042529a2a3f5d22988251ee4b8dc156f21872914d6109a377e2e3d2b6d98ffd6388657cd25cfec83429e401"
        }
      },
      "receipt_sha256": "959c497706e0412883fdf918eb99494a3694d29eb3d2bece996cc87693a3d859"
    },
    {
      "storm_id": "282000",
      "lat": 40.1677,
      "lon": -92.1546,
      "motion_east": 6.5,
      "motion_south": -1.0,
      "valid_time": "20260816_080041 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2180.0,
      "ebshear": 30.0,
      "srh01": 90.0,
      "maxllaz": 0.001,
      "mesh": 0.14,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 90.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.2374
        },
        {
          "name": "alignment",
          "value": 7.4041
        },
        {
          "name": "tau",
          "value": 1.5744
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2188
      },
      "coherence_score": 1.5744352340698242,
      "coherence_diagnostics": {
        "tau": 1.5744352340698242,
        "grad_tau": 0.2765074074268341,
        "torsion": 0.0,
        "alignment": 7.404128074645996,
        "S_field": 0.2831161618232727,
        "Gamma_field": 0.2911466658115387,
        "S_over_Gamma": 0.9724176526069641,
        "Da": 16.888805389404297,
        "E_coh": 0.8321376442909241,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -92.16,
              40.22
            ],
            [
              -92.09,
              40.22
            ],
            [
              -92.09,
              40.21
            ],
            [
              -92.11,
              40.18
            ],
            [
              -92.1,
              40.17
            ],
            [
              -92.11,
              40.15
            ],
            [
              -92.16,
              40.1
            ],
            [
              -92.18,
              40.1
            ],
            [
              -92.21,
              40.12
            ],
            [
              -92.22,
              40.15
            ],
            [
              -92.21,
              40.16
            ],
            [
              -92.21,
              40.18
            ],
            [
              -92.16,
              40.22
            ]
          ]
        ]
      },
      "raw_probability": 0.2188,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "3e59646df06941dd37a31b20cd62d4394f54d33cc7325576da380bccd82e53c4",
        "input_sha256": "ad0edc66638909f30b7258c450b9950241190bd85b04f6fa224ec281e86e956c",
        "issued_at": "2026-08-16T08:23:58Z",
        "raw_probability": 0.2188,
        "probability": 0.002223,
        "confidence_lo": 0.002194,
        "confidence_hi": 0.002223,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "07bb3fc3ec586705f00969ec5342d1c9bd4efa26ed68f65e6d8c3cf93ce785fd",
        "signature": {
          "alg": "ed25519",
          "sig": "5be4199454492296211c4f6bcfe337ec6e1966fab3f6768092b6f1e908e9c417312a6f75e7419ae4ebfbc2b5fd41bf09ed2375ea07adfd384a1f2849d6355b04"
        }
      },
      "receipt_sha256": "07bb3fc3ec586705f00969ec5342d1c9bd4efa26ed68f65e6d8c3cf93ce785fd"
    },
    {
      "storm_id": "281970",
      "lat": 42.5586,
      "lon": -87.9871,
      "motion_east": 6.5,
      "motion_south": -1.0,
      "valid_time": "20260816_080041 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2019.0,
      "ebshear": 17.0,
      "srh01": 134.0,
      "maxllaz": 0.002,
      "mesh": 0.16,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 134.0
        },
        {
          "name": "hrrr_pwat",
          "value": 47.4874
        },
        {
          "name": "alignment",
          "value": 4.3881
        },
        {
          "name": "tau",
          "value": 1.5897
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.216
      },
      "coherence_score": 1.5897295475006104,
      "coherence_diagnostics": {
        "tau": 1.5897295475006104,
        "grad_tau": 0.05666123330593109,
        "torsion": 0.0,
        "alignment": 4.388126850128174,
        "S_field": 0.16125322878360748,
        "Gamma_field": 0.3328133225440979,
        "S_over_Gamma": 0.48451554775238037,
        "Da": 19.925735473632812,
        "E_coh": 0.2887839078903198,
        "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": [
          [
            [
              -88.0,
              42.59
            ],
            [
              -87.96,
              42.58
            ],
            [
              -87.96,
              42.53
            ],
            [
              -87.97,
              42.52
            ],
            [
              -88.01,
              42.52
            ],
            [
              -88.01,
              42.58
            ],
            [
              -88.0,
              42.59
            ]
          ]
        ]
      },
      "raw_probability": 0.216,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "3e59646df06941dd37a31b20cd62d4394f54d33cc7325576da380bccd82e53c4",
        "input_sha256": "b5fd282393a7ed099d5110033c327d12ac2b48c0a747e67c05317b5df548fa79",
        "issued_at": "2026-08-16T08:23:58Z",
        "raw_probability": 0.216,
        "probability": 0.002223,
        "confidence_lo": 0.002194,
        "confidence_hi": 0.002223,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f645f9abe480c73d9da85623f4f4cfde5c641c34cfe54636fabe8c683f3ca5a1",
        "signature": {
          "alg": "ed25519",
          "sig": "c78ed81c4b3f7bbcf9e67f73bed3893854d8c75a8ac6026b4749741eadfec5b8aff6b718a39867ca8025b6ac1c52ed15d421be12c78e53c6672c6751cdffba0a"
        }
      },
      "receipt_sha256": "f645f9abe480c73d9da85623f4f4cfde5c641c34cfe54636fabe8c683f3ca5a1"
    },
    {
      "storm_id": "281088",
      "lat": 40.1113,
      "lon": -98.2713,
      "motion_east": 4.7,
      "motion_south": -6.0,
      "valid_time": "20260816_080041 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1824.0,
      "ebshear": 53.0,
      "srh01": 5.0,
      "maxllaz": 0.011,
      "mesh": 0.5,
      "flash_rate": 55.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 5.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.3624
        },
        {
          "name": "alignment",
          "value": -3.9449
        },
        {
          "name": "tau",
          "value": 0.8225
        },
        {
          "name": "maxllaz",
          "value": 0.011
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2132
      },
      "coherence_score": 0.8225057721138,
      "coherence_diagnostics": {
        "tau": 0.8225057721138,
        "grad_tau": 0.14057989418506622,
        "torsion": 0.0,
        "alignment": -3.944934606552124,
        "S_field": 0.2728111743927002,
        "Gamma_field": 0.39447999000549316,
        "S_over_Gamma": 0.6915716528892517,
        "Da": 23.55103874206543,
        "E_coh": 0.5677893161773682,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 5,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -98.54,
              40.34
            ],
            [
              -98.48,
              40.34
            ],
            [
              -98.46,
              40.32
            ],
            [
              -98.41,
              40.3
            ],
            [
              -98.39,
              40.28
            ],
            [
              -98.36,
              40.28
            ],
            [
              -98.34,
              40.26
            ],
            [
              -98.32,
              40.26
            ],
            [
              -98.31,
              40.27
            ],
            [
              -98.29,
              40.25
            ],
            [
              -98.27,
              40.25
            ],
            [
              -98.23,
              40.2
            ],
            [
              -98.22,
              40.2
            ],
            [
              -98.19,
              40.23
            ],
            [
              -98.18,
              40.23
            ],
            [
              -98.15,
              40.27
            ],
            [
              -98.13,
              40.24
            ],
            [
              -98.13,
              40.2
            ],
            [
              -98.14,
              40.19
            ],
            [
              -98.14,
              40.17
            ],
            [
              -98.12,
              40.16
            ],
            [
              -98.07,
              40.1
            ],
            [
              -98.07,
              40.03
            ],
            [
              -98.08,
              40.02
            ],
            [
              -98.07,
              39.98
            ],
            [
              -98.06,
              39.97
            ],
            [
              -98.06,
              39.9
            ],
            [
              -98.07,
              39.88
            ],
            [
              -98.11,
              39.85
            ],
            [
              -98.13,
              39.85
            ],
            [
              -98.17,
              39.89
            ],
            [
              -98.19,
              39.9
            ],
            [
              -98.23,
              39.89
            ],
            [
              -98.27,
              39.86
            ],
            [
              -98.31,
              39.87
            ],
            [
              -98.32,
              39.88
            ],
            [
              -98.31,
              39.92
            ],
            [
              -98.29,
              39.94
            ],
            [
              -98.26,
              39.95
            ],
            [
              -98.22,
              39.99
            ],
            [
              -98.22,
              40.01
            ],
            [
              -98.23,
              40.03
            ],
            [
              -98.27,
              40.07
            ],
            [
              -98.27,
              40.1
            ],
            [
              -98.33,
              40.16
            ],
            [
              -98.39,
              40.16
            ],
            [
              -98.44,
              40.13
            ],
            [
              -98.48,
              40.13
            ],
            [
              -98.51,
              40.16
            ],
            [
              -98.51,
              40.17
            ],
            [
              -98.55,
              40.2
            ],
            [
              -98.55,
              40.33
            ],
            [
              -98.54,
              40.34
            ]
          ]
        ]
      },
      "raw_probability": 0.2132,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "3e59646df06941dd37a31b20cd62d4394f54d33cc7325576da380bccd82e53c4",
        "input_sha256": "ddfa72bae20a2b19550b64338731e00778ab02a5c77953cabb383b503a940785",
        "issued_at": "2026-08-16T08:23:58Z",
        "raw_probability": 0.2132,
        "probability": 0.002223,
        "confidence_lo": 0.002194,
        "confidence_hi": 0.002223,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "eb9c527e379f0e80228d242a6fa7623e71c154f6690491e76d3108e83b4bfe4b",
        "signature": {
          "alg": "ed25519",
          "sig": "908e1b480b2b36e868b17a05282f41d0cf7e315f26fc59bb45f0c3289f096b217c8fb3edfec078d8e7ce7d128c2a71eb1ffde2737fe4945e9c8ba5acc698ef05"
        }
      },
      "receipt_sha256": "eb9c527e379f0e80228d242a6fa7623e71c154f6690491e76d3108e83b4bfe4b"
    },
    {
      "storm_id": "281934",
      "lat": 39.4033,
      "lon": -97.1567,
      "motion_east": 9.7,
      "motion_south": -6.0,
      "valid_time": "20260816_080041 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2142.0,
      "ebshear": 35.0,
      "srh01": 50.0,
      "maxllaz": 0.002,
      "mesh": 0.31,
      "flash_rate": 2.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 50.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.9874
        },
        {
          "name": "alignment",
          "value": -4.3633
        },
        {
          "name": "tau",
          "value": 1.011
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.206
      },
      "coherence_score": 1.0110111236572266,
      "coherence_diagnostics": {
        "tau": 1.0110111236572266,
        "grad_tau": 0.251524955034256,
        "torsion": 0.0,
        "alignment": -4.3632683753967285,
        "S_field": 0.27293044328689575,
        "Gamma_field": 0.42864665389060974,
        "S_over_Gamma": 0.6367259621620178,
        "Da": 26.550039291381836,
        "E_coh": 0.11864818632602692,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -97.16,
              39.44
            ],
            [
              -97.12,
              39.44
            ],
            [
              -97.1,
              39.43
            ],
            [
              -97.1,
              39.38
            ],
            [
              -97.13,
              39.36
            ],
            [
              -97.16,
              39.36
            ],
            [
              -97.17,
              39.35
            ],
            [
              -97.21,
              39.37
            ],
            [
              -97.21,
              39.41
            ],
            [
              -97.19,
              39.43
            ],
            [
              -97.17,
              39.43
            ],
            [
              -97.16,
              39.44
            ]
          ]
        ]
      },
      "raw_probability": 0.206,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "3e59646df06941dd37a31b20cd62d4394f54d33cc7325576da380bccd82e53c4",
        "input_sha256": "209e31c303304dcbd6313aebe60ee47ccd453ee911c0e3da8b2bc260ed3635fb",
        "issued_at": "2026-08-16T08:23:58Z",
        "raw_probability": 0.206,
        "probability": 0.002223,
        "confidence_lo": 0.002194,
        "confidence_hi": 0.002223,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "00853dfb3f33f59383ec48f4e155bd6cf19b0a3e117b85e96582e3aef1e2ed63",
        "signature": {
          "alg": "ed25519",
          "sig": "8dd82b489a0aff60ce3ceeb9d74feb95fdc67ff99080f9d9f9a849f4b07402c3861b482c35160f9cec8a43f03b32df6df2af93a20bb02f15fad07fb44687600f"
        }
      },
      "receipt_sha256": "00853dfb3f33f59383ec48f4e155bd6cf19b0a3e117b85e96582e3aef1e2ed63"
    },
    {
      "storm_id": "281993",
      "lat": 50.777,
      "lon": -81.2,
      "motion_east": 6.5,
      "motion_south": -1.0,
      "valid_time": "20260816_080041 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 10.0,
      "ebshear": 10.0,
      "srh01": 62.0,
      "maxllaz": 0.0,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 62.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.8624
        },
        {
          "name": "alignment",
          "value": -7.4021
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.2025
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.5385316610336304,
        "torsion": 0.0,
        "alignment": -7.402069091796875,
        "S_field": 0.2850476801395416,
        "Gamma_field": 0.20447997748851776,
        "S_over_Gamma": 1.394012689590454,
        "Da": 12.843371391296387,
        "E_coh": 0.5438685417175293,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.22,
              50.81
            ],
            [
              -81.18,
              50.81
            ],
            [
              -81.16,
              50.79
            ],
            [
              -81.16,
              50.75
            ],
            [
              -81.17,
              50.74
            ],
            [
              -81.21,
              50.74
            ],
            [
              -81.22,
              50.75
            ],
            [
              -81.23,
              50.77
            ],
            [
              -81.23,
              50.8
            ],
            [
              -81.22,
              50.81
            ]
          ]
        ]
      },
      "raw_probability": 0.2025,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "3e59646df06941dd37a31b20cd62d4394f54d33cc7325576da380bccd82e53c4",
        "input_sha256": "f7e5a1e9593738fabcdef9928457cfd60168dc4836c01c9b8b5a3349a988b155",
        "issued_at": "2026-08-16T08:23:58Z",
        "raw_probability": 0.2025,
        "probability": 0.002223,
        "confidence_lo": 0.002194,
        "confidence_hi": 0.002223,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "76860fe5b2cf4c5a207488eebafbe82ffbb61c2754ea594929f55c5c546fef21",
        "signature": {
          "alg": "ed25519",
          "sig": "e78edd4fe2f8c8cb998c958aa8481ad8d6ae90b021953795d6c9e3461042b418472e1d697919eead11330b74a6ceeda93950b461038d2f63865965198a3c4e06"
        }
      },
      "receipt_sha256": "76860fe5b2cf4c5a207488eebafbe82ffbb61c2754ea594929f55c5c546fef21"
    },
    {
      "storm_id": "281613",
      "lat": 39.6696,
      "lon": -97.3612,
      "motion_east": 9.8,
      "motion_south": -6.0,
      "valid_time": "20260816_080041 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2309.0,
      "ebshear": 40.0,
      "srh01": 13.0,
      "maxllaz": 0.004,
      "mesh": 0.82,
      "flash_rate": 36.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 13.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.9874
        },
        {
          "name": "alignment",
          "value": -4.3633
        },
        {
          "name": "tau",
          "value": 1.011
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1928
      },
      "coherence_score": 1.0110111236572266,
      "coherence_diagnostics": {
        "tau": 1.0110111236572266,
        "grad_tau": 0.251524955034256,
        "torsion": 0.0,
        "alignment": -4.3632683753967285,
        "S_field": 0.27293044328689575,
        "Gamma_field": 0.42864665389060974,
        "S_over_Gamma": 0.6367259621620178,
        "Da": 26.550039291381836,
        "E_coh": 0.11864818632602692,
        "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": [
          [
            [
              -97.38,
              39.78
            ],
            [
              -97.36,
              39.78
            ],
            [
              -97.35,
              39.77
            ],
            [
              -97.31,
              39.76
            ],
            [
              -97.28,
              39.72
            ],
            [
              -97.28,
              39.69
            ],
            [
              -97.29,
              39.67
            ],
            [
              -97.27,
              39.65
            ],
            [
              -97.27,
              39.63
            ],
            [
              -97.28,
              39.62
            ],
            [
              -97.27,
              39.61
            ],
            [
              -97.27,
              39.58
            ],
            [
              -97.29,
              39.56
            ],
            [
              -97.42,
              39.56
            ],
            [
              -97.43,
              39.57
            ],
            [
              -97.45,
              39.57
            ],
            [
              -97.45,
              39.58
            ],
            [
              -97.47,
              39.6
            ],
            [
              -97.48,
              39.66
            ],
            [
              -97.46,
              39.7
            ],
            [
              -97.43,
              39.73
            ],
            [
              -97.42,
              39.73
            ],
            [
              -97.38,
              39.77
            ],
            [
              -97.38,
              39.78
            ]
          ]
        ]
      },
      "raw_probability": 0.1928,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "3e59646df06941dd37a31b20cd62d4394f54d33cc7325576da380bccd82e53c4",
        "input_sha256": "7a012c38d375f2e17d069cee6b3e289c82b9ad96bb924cd275a3c85691d19fb5",
        "issued_at": "2026-08-16T08:23:58Z",
        "raw_probability": 0.1928,
        "probability": 0.002223,
        "confidence_lo": 0.002194,
        "confidence_hi": 0.002223,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "38f0f1bad5c4245ad03e733d632e779cce2f6609ac126ea7c5f4ebc1b2218e32",
        "signature": {
          "alg": "ed25519",
          "sig": "bd39204464837913a6c24deba1b785a93073587a7271c4b5eb40e7c8a651160f6a3262af8221d7489a9c78acf4a76070604491287f3ed5cc6ce1bf95f2180e07"
        }
      },
      "receipt_sha256": "38f0f1bad5c4245ad03e733d632e779cce2f6609ac126ea7c5f4ebc1b2218e32"
    },
    {
      "storm_id": "282006",
      "lat": 48.143,
      "lon": -88.672,
      "motion_east": 6.5,
      "motion_south": -1.0,
      "valid_time": "20260816_080041 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 122.0,
      "ebshear": 15.0,
      "srh01": 140.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 140.0
        },
        {
          "name": "hrrr_pwat",
          "value": 28.8624
        },
        {
          "name": "alignment",
          "value": 3.092
        },
        {
          "name": "tau",
          "value": 0.5475
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1735
      },
      "coherence_score": 0.5475187301635742,
      "coherence_diagnostics": {
        "tau": 0.5475187301635742,
        "grad_tau": 0.4724155366420746,
        "torsion": 0.0,
        "alignment": 3.0920310020446777,
        "S_field": 0.26104724407196045,
        "Gamma_field": 0.15531331300735474,
        "S_over_Gamma": 1.6807782649993896,
        "Da": 9.069148063659668,
        "E_coh": 0.4258408844470978,
        "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": [
          [
            [
              -88.68,
              48.18
            ],
            [
              -88.65,
              48.18
            ],
            [
              -88.65,
              48.14
            ],
            [
              -88.64,
              48.13
            ],
            [
              -88.65,
              48.11
            ],
            [
              -88.69,
              48.11
            ],
            [
              -88.7,
              48.12
            ],
            [
              -88.7,
              48.13
            ],
            [
              -88.68,
              48.15
            ],
            [
              -88.68,
              48.18
            ]
          ]
        ]
      },
      "raw_probability": 0.1735,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "3e59646df06941dd37a31b20cd62d4394f54d33cc7325576da380bccd82e53c4",
        "input_sha256": "f5950d140cf284e514c8c35b770610b3ef0aa70a5f8249a2f2b099449294379e",
        "issued_at": "2026-08-16T08:23:58Z",
        "raw_probability": 0.1735,
        "probability": 0.002223,
        "confidence_lo": 0.002194,
        "confidence_hi": 0.002223,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "6484468ae55b0fdcd4e5640c96833827302c92e0435ed922b57e85ab06027fee",
        "signature": {
          "alg": "ed25519",
          "sig": "498a6360ff8ea33812d388e1472feeec812fe26a82c466dd55032d9ddaad46f07cb95b65d1281d8c083663e585700f0edf59bc7faac948ab14b793586e04760d"
        }
      },
      "receipt_sha256": "6484468ae55b0fdcd4e5640c96833827302c92e0435ed922b57e85ab06027fee"
    },
    {
      "storm_id": "282020",
      "lat": 39.8731,
      "lon": -94.145,
      "motion_east": 9.0,
      "motion_south": 1.3,
      "valid_time": "20260816_080041 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2296.0,
      "ebshear": 19.0,
      "srh01": 63.0,
      "maxllaz": 0.004,
      "mesh": 0.18,
      "flash_rate": 3.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 63.0
        },
        {
          "name": "hrrr_pwat",
          "value": 44.2374
        },
        {
          "name": "alignment",
          "value": 2.9444
        },
        {
          "name": "tau",
          "value": 1.6181
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1722
      },
      "coherence_score": 1.6181309223175049,
      "coherence_diagnostics": {
        "tau": 1.6181309223175049,
        "grad_tau": 0.23095129430294037,
        "torsion": 0.0,
        "alignment": 2.944413185119629,
        "S_field": 0.4760071039199829,
        "Gamma_field": 0.2628133296966553,
        "S_over_Gamma": 1.8111984729766846,
        "Da": 15.502405166625977,
        "E_coh": 0.7501481771469116,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -94.09,
              39.93
            ],
            [
              -94.03,
              39.93
            ],
            [
              -94.02,
              39.92
            ],
            [
              -94.02,
              39.88
            ],
            [
              -94.09,
              39.84
            ],
            [
              -94.13,
              39.84
            ],
            [
              -94.14,
              39.83
            ],
            [
              -94.15,
              39.84
            ],
            [
              -94.16,
              39.83
            ],
            [
              -94.22,
              39.83
            ],
            [
              -94.23,
              39.84
            ],
            [
              -94.27,
              39.84
            ],
            [
              -94.27,
              39.89
            ],
            [
              -94.26,
              39.9
            ],
            [
              -94.15,
              39.9
            ],
            [
              -94.09,
              39.93
            ]
          ]
        ]
      },
      "raw_probability": 0.1722,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "3e59646df06941dd37a31b20cd62d4394f54d33cc7325576da380bccd82e53c4",
        "input_sha256": "336e2451695d7e18e816983ba83abe9202fe5958748a035983f8c1feb89a07a7",
        "issued_at": "2026-08-16T08:23:58Z",
        "raw_probability": 0.1722,
        "probability": 0.002223,
        "confidence_lo": 0.002194,
        "confidence_hi": 0.002223,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "68379696b1fe82c7ff0bd97c3ea6b8fd3edd32918e0b822e4882f6673a1b852d",
        "signature": {
          "alg": "ed25519",
          "sig": "fded31a4800ee2a3fdea663086d507676e27e45f4c60a50a85e9f64148f1e3d982129a4cc023f886155634c028c7dee3f453cfa61c1cc0798d1dd6b17b72750b"
        }
      },
      "receipt_sha256": "68379696b1fe82c7ff0bd97c3ea6b8fd3edd32918e0b822e4882f6673a1b852d"
    },
    {
      "storm_id": "281994",
      "lat": 50.576,
      "lon": -81.1614,
      "motion_east": 6.5,
      "motion_south": -1.0,
      "valid_time": "20260816_080041 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 11.0,
      "ebshear": 11.0,
      "srh01": 58.0,
      "maxllaz": 0.001,
      "mesh": 0.1,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 58.0
        },
        {
          "name": "hrrr_pwat",
          "value": 35.8624
        },
        {
          "name": "alignment",
          "value": -7.4021
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1708
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.5385316610336304,
        "torsion": 0.0,
        "alignment": -7.402069091796875,
        "S_field": 0.2850476801395416,
        "Gamma_field": 0.20447997748851776,
        "S_over_Gamma": 1.394012689590454,
        "Da": 12.843371391296387,
        "E_coh": 0.5438685417175293,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": true,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -81.58,
              50.74
            ],
            [
              -81.51,
              50.74
            ],
            [
              -81.5,
              50.73
            ],
            [
              -81.46,
              50.73
            ],
            [
              -81.45,
              50.72
            ],
            [
              -81.43,
              50.72
            ],
            [
              -81.34,
              50.65
            ],
            [
              -81.31,
              50.65
            ],
            [
              -81.27,
              50.68
            ],
            [
              -81.22,
              50.68
            ],
            [
              -81.15,
              50.61
            ],
            [
              -81.14,
              50.61
            ],
            [
              -81.1,
              50.58
            ],
            [
              -81.01,
              50.58
            ],
            [
              -80.97,
              50.56
            ],
            [
              -80.93,
              50.56
            ],
            [
              -80.92,
              50.55
            ],
            [
              -80.88,
              50.55
            ],
            [
              -80.87,
              50.54
            ],
            [
              -80.83,
              50.54
            ],
            [
              -80.82,
              50.53
            ],
            [
              -80.78,
              50.53
            ],
            [
              -80.77,
              50.52
            ],
            [
              -80.72,
              50.52
            ],
            [
              -80.68,
              50.49
            ],
            [
              -80.68,
              50.45
            ],
            [
              -80.7,
              50.43
            ],
            [
              -80.8,
              50.43
            ],
            [
              -80.81,
              50.44
            ],
            [
              -80.84,
              50.44
            ],
            [
              -80.89,
              50.47
            ],
            [
              -81.02,
              50.47
            ],
            [
              -81.03,
              50.48
            ],
            [
              -81.09,
              50.48
            ],
            [
              -81.11,
              50.5
            ],
            [
              -81.15,
              50.51
            ],
            [
              -81.19,
              50.54
            ],
            [
              -81.23,
              50.55
            ],
            [
              -81.24,
              50.56
            ],
            [
              -81.26,
              50.55
            ],
            [
              -81.35,
              50.55
            ],
            [
              -81.4,
              50.59
            ],
            [
              -81.42,
              50.59
            ],
            [
              -81.43,
              50.6
            ],
            [
              -81.57,
              50.59
            ],
            [
              -81.61,
              50.61
            ],
            [
              -81.67,
              50.62
            ],
            [
              -81.68,
              50.63
            ],
            [
              -81.68,
              50.67
            ],
            [
              -81.58,
              50.74
            ]
          ]
        ]
      },
      "raw_probability": 0.1708,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "3e59646df06941dd37a31b20cd62d4394f54d33cc7325576da380bccd82e53c4",
        "input_sha256": "b222494898e90637fe1f082735ebf9dbe553f4d22b7e4ef8d302c9723e6c4dfd",
        "issued_at": "2026-08-16T08:23:58Z",
        "raw_probability": 0.1708,
        "probability": 0.002223,
        "confidence_lo": 0.002194,
        "confidence_hi": 0.002223,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "39ba4350e8442be9bb031297804847e1bfb4ec36331055d75eb16759a7c5ed7c",
        "signature": {
          "alg": "ed25519",
          "sig": "1e483bbde5c752268588b7cdd32904afdbcad71d55e5f801854c3a864a17bf7d015e073d63300d36dda3800fa35d5b88c903fd36766606fc00145f5f7181c601"
        }
      },
      "receipt_sha256": "39ba4350e8442be9bb031297804847e1bfb4ec36331055d75eb16759a7c5ed7c"
    },
    {
      "storm_id": "281914",
      "lat": 39.6278,
      "lon": -97.9456,
      "motion_east": 7.0,
      "motion_south": -6.0,
      "valid_time": "20260816_080041 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "moderate",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1861.0,
      "ebshear": 36.0,
      "srh01": 8.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 8.0
        },
        {
          "name": "hrrr_pwat",
          "value": 38.3624
        },
        {
          "name": "alignment",
          "value": -3.9449
        },
        {
          "name": "tau",
          "value": 0.8225
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1679
      },
      "coherence_score": 0.8225057721138,
      "coherence_diagnostics": {
        "tau": 0.8225057721138,
        "grad_tau": 0.14057989418506622,
        "torsion": 0.0,
        "alignment": -3.944934606552124,
        "S_field": 0.2728111743927002,
        "Gamma_field": 0.39447999000549316,
        "S_over_Gamma": 0.6915716528892517,
        "Da": 23.55103874206543,
        "E_coh": 0.5677893161773682,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -97.96,
              39.66
            ],
            [
              -97.91,
              39.66
            ],
            [
              -97.89,
              39.64
            ],
            [
              -97.9,
              39.61
            ],
            [
              -97.93,
              39.59
            ],
            [
              -97.98,
              39.59
            ],
            [
              -97.99,
              39.6
            ],
            [
              -97.99,
              39.64
            ],
            [
              -97.96,
              39.66
            ]
          ]
        ]
      },
      "raw_probability": 0.1679,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "3e59646df06941dd37a31b20cd62d4394f54d33cc7325576da380bccd82e53c4",
        "input_sha256": "d7803f3de6f9cf0317b783052c2e0d950faa700bec5c592a8c30bd18dd008a12",
        "issued_at": "2026-08-16T08:23:58Z",
        "raw_probability": 0.1679,
        "probability": 0.002223,
        "confidence_lo": 0.002194,
        "confidence_hi": 0.002223,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "fe6dc411882d059cf684a94ec58be346a1910b96fd5bbecf936091df11aad856",
        "signature": {
          "alg": "ed25519",
          "sig": "f1b6acefecec61f279a94e2155d5b7affcdee090037ad9b8980ddd4cf508f94b5426f8acb0543654407f1c351931e94d5b5aacf3f60402c3a695eabb170c6f0f"
        }
      },
      "receipt_sha256": "fe6dc411882d059cf684a94ec58be346a1910b96fd5bbecf936091df11aad856"
    },
    {
      "storm_id": "282027",
      "lat": 35.1475,
      "lon": -103.2975,
      "motion_east": 6.5,
      "motion_south": -1.0,
      "valid_time": "20260816_080041 UTC",
      "tornado_probability": 0.0022,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1179.0,
      "ebshear": 28.0,
      "srh01": 137.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 137.0
        },
        {
          "name": "hrrr_pwat",
          "value": 14.8624
        },
        {
          "name": "alignment",
          "value": -5.4906
        },
        {
          "name": "tau",
          "value": 0.4165
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1469
      },
      "coherence_score": 0.41649532318115234,
      "coherence_diagnostics": {
        "tau": 0.41649532318115234,
        "grad_tau": 0.06607896834611893,
        "torsion": 0.0,
        "alignment": -5.490630149841309,
        "S_field": 0.1820131540298462,
        "Gamma_field": 0.40447998046875,
        "S_over_Gamma": 0.44999298453330994,
        "Da": 24.52837562561035,
        "E_coh": 0.4243166744709015,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -103.32,
              35.18
            ],
            [
              -103.26,
              35.18
            ],
            [
              -103.26,
              35.14
            ],
            [
              -103.28,
              35.12
            ],
            [
              -103.28,
              35.11
            ],
            [
              -103.33,
              35.11
            ],
            [
              -103.33,
              35.16
            ],
            [
              -103.32,
              35.18
            ]
          ]
        ]
      },
      "raw_probability": 0.1469,
      "confidence_lo": 0.0022,
      "confidence_hi": 0.0022,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "3e59646df06941dd37a31b20cd62d4394f54d33cc7325576da380bccd82e53c4",
        "input_sha256": "4842d81c4c65e47135669051fd539d2d1496c06965d65a580446f5c2a7ecb112",
        "issued_at": "2026-08-16T08:23:58Z",
        "raw_probability": 0.1469,
        "probability": 0.002223,
        "confidence_lo": 0.002194,
        "confidence_hi": 0.002223,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "254509157a88f4898ad33908faa14d56b166004948a05b12edff10fccd948957",
        "signature": {
          "alg": "ed25519",
          "sig": "bf1c0ca5f64c6dd87f11abf9fade01ea89cfa6e1d8f94ee05453cf954bb101d0ed923c3f479340bb6a0c6893c6a96edd1dc36c0da81cb704d86e56eee4e04708"
        }
      },
      "receipt_sha256": "254509157a88f4898ad33908faa14d56b166004948a05b12edff10fccd948957"
    },
    {
      "storm_id": "282023",
      "lat": 39.7555,
      "lon": -96.4945,
      "motion_east": 9.0,
      "motion_south": -5.0,
      "valid_time": "20260816_080041 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2162.0,
      "ebshear": 32.0,
      "srh01": 30.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 30.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.1124
        },
        {
          "name": "alignment",
          "value": -1.2715
        },
        {
          "name": "tau",
          "value": 1.3204
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.145
      },
      "coherence_score": 1.3203754425048828,
      "coherence_diagnostics": {
        "tau": 1.3203754425048828,
        "grad_tau": 0.2696896493434906,
        "torsion": 0.0,
        "alignment": -1.2714663743972778,
        "S_field": 0.5655536651611328,
        "Gamma_field": 0.2536466419696808,
        "S_over_Gamma": 2.2296910285949707,
        "Da": 15.377843856811523,
        "E_coh": 0.7286136746406555,
        "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": [
          [
            [
              -96.47,
              39.8
            ],
            [
              -96.46,
              39.79
            ],
            [
              -96.46,
              39.72
            ],
            [
              -96.47,
              39.71
            ],
            [
              -96.52,
              39.71
            ],
            [
              -96.53,
              39.72
            ],
            [
              -96.52,
              39.73
            ],
            [
              -96.53,
              39.75
            ],
            [
              -96.53,
              39.79
            ],
            [
              -96.48,
              39.79
            ],
            [
              -96.47,
              39.8
            ]
          ]
        ]
      },
      "raw_probability": 0.145,
      "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": "3e59646df06941dd37a31b20cd62d4394f54d33cc7325576da380bccd82e53c4",
        "input_sha256": "99437b2c7fa32f640dd1abc8d6ac51379210b0ee3f8453a4cb057187e6759134",
        "issued_at": "2026-08-16T08:23:58Z",
        "raw_probability": 0.145,
        "probability": 0.001978,
        "confidence_lo": 0.001849,
        "confidence_hi": 0.001979,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "61b196bf2295ce4e543511120d28092caa7ac9ee692df7b83716f8f1c0ac079b",
        "signature": {
          "alg": "ed25519",
          "sig": "b42ded9af72e3034116ab4f8c2c676d6637a877eaa815514577c4809fcad4debaf1fd5d84cb189b2b146675211c20c422c29a9193d0463a710d9fcf667b93c0c"
        }
      },
      "receipt_sha256": "61b196bf2295ce4e543511120d28092caa7ac9ee692df7b83716f8f1c0ac079b"
    },
    {
      "storm_id": "282013",
      "lat": 40.5744,
      "lon": -101.6,
      "motion_east": 7.5,
      "motion_south": 6.7,
      "valid_time": "20260816_080041 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 611.0,
      "ebshear": 19.0,
      "srh01": 44.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 44.0
        },
        {
          "name": "hrrr_pwat",
          "value": 18.8624
        },
        {
          "name": "alignment",
          "value": -0.6122
        },
        {
          "name": "tau",
          "value": 0.6873
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1448
      },
      "coherence_score": 0.6873154640197754,
      "coherence_diagnostics": {
        "tau": 0.6873154640197754,
        "grad_tau": 0.05346629023551941,
        "torsion": 0.0,
        "alignment": -0.6122431755065918,
        "S_field": 0.5267875790596008,
        "Gamma_field": 0.41281330585479736,
        "S_over_Gamma": 1.2760915756225586,
        "Da": 25.512746810913086,
        "E_coh": 0.35135507583618164,
        "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": [
          [
            [
              -101.62,
              40.61
            ],
            [
              -101.56,
              40.61
            ],
            [
              -101.55,
              40.6
            ],
            [
              -101.56,
              40.55
            ],
            [
              -101.58,
              40.53
            ],
            [
              -101.63,
              40.53
            ],
            [
              -101.64,
              40.54
            ],
            [
              -101.64,
              40.59
            ],
            [
              -101.62,
              40.61
            ]
          ]
        ]
      },
      "raw_probability": 0.1448,
      "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": "3e59646df06941dd37a31b20cd62d4394f54d33cc7325576da380bccd82e53c4",
        "input_sha256": "f355d766b14fd560729f06faef187b7e5d822f92058bb82783877476a93b192f",
        "issued_at": "2026-08-16T08:23:58Z",
        "raw_probability": 0.1448,
        "probability": 0.001978,
        "confidence_lo": 0.001849,
        "confidence_hi": 0.001979,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "081721abe1ea2d1aca7958e05954864ca6dec2f27cc952a7bb0de1884e7a13a9",
        "signature": {
          "alg": "ed25519",
          "sig": "f8e605b012f088e7212c6cef8ab3b83c64d07f5814e500959d014f1e3cf47e98f79ac9f0d1a625ddc509746ab1041da4ce1d3eef6db60089d8039de4c7358401"
        }
      },
      "receipt_sha256": "081721abe1ea2d1aca7958e05954864ca6dec2f27cc952a7bb0de1884e7a13a9"
    },
    {
      "storm_id": "282019",
      "lat": 39.9586,
      "lon": -96.3754,
      "motion_east": 9.0,
      "motion_south": -4.0,
      "valid_time": "20260816_080041 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2147.0,
      "ebshear": 32.0,
      "srh01": 28.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 28.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.1124
        },
        {
          "name": "alignment",
          "value": -1.2715
        },
        {
          "name": "tau",
          "value": 1.3204
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1367
      },
      "coherence_score": 1.3203754425048828,
      "coherence_diagnostics": {
        "tau": 1.3203754425048828,
        "grad_tau": 0.2696896493434906,
        "torsion": 0.0,
        "alignment": -1.2714663743972778,
        "S_field": 0.5655536651611328,
        "Gamma_field": 0.2536466419696808,
        "S_over_Gamma": 2.2296910285949707,
        "Da": 15.377843856811523,
        "E_coh": 0.7286136746406555,
        "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": [
          [
            [
              -96.4,
              39.99
            ],
            [
              -96.39,
              39.99
            ],
            [
              -96.38,
              39.99
            ],
            [
              -96.37,
              39.99
            ],
            [
              -96.36,
              39.99
            ],
            [
              -96.36,
              39.98
            ],
            [
              -96.37,
              39.97
            ],
            [
              -96.36,
              39.96
            ],
            [
              -96.35,
              39.96
            ],
            [
              -96.34,
              39.95
            ],
            [
              -96.34,
              39.94
            ],
            [
              -96.34,
              39.93
            ],
            [
              -96.35,
              39.92
            ],
            [
              -96.36,
              39.92
            ],
            [
              -96.37,
              39.92
            ],
            [
              -96.38,
              39.92
            ],
            [
              -96.39,
              39.92
            ],
            [
              -96.4,
              39.93
            ],
            [
              -96.39,
              39.94
            ],
            [
              -96.4,
              39.95
            ],
            [
              -96.4,
              39.96
            ],
            [
              -96.39,
              39.96
            ],
            [
              -96.38,
              39.96
            ],
            [
              -96.37,
              39.97
            ],
            [
              -96.38,
              39.98
            ],
            [
              -96.39,
              39.98
            ],
            [
              -96.4,
              39.98
            ],
            [
              -96.4,
              39.99
            ]
          ]
        ]
      },
      "raw_probability": 0.1367,
      "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": "3e59646df06941dd37a31b20cd62d4394f54d33cc7325576da380bccd82e53c4",
        "input_sha256": "864322f78f741eb29e967fc536fa1b8e50b25bc38a82a9fce11d2b0c9a7b021c",
        "issued_at": "2026-08-16T08:23:58Z",
        "raw_probability": 0.1367,
        "probability": 0.001978,
        "confidence_lo": 0.001849,
        "confidence_hi": 0.001979,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "c5eaa2ed723c4eb8a5806ef61cf188fe2ae8901935db125261de50f0bf171dda",
        "signature": {
          "alg": "ed25519",
          "sig": "4e47236ba7e0c5e18a1b61a036a09e59f305997be91e82fd4463770a0d77f2d36ac8d047809d9f3d1851c5f33eeade466d8089c102329acf760e71c4b3ad1109"
        }
      },
      "receipt_sha256": "c5eaa2ed723c4eb8a5806ef61cf188fe2ae8901935db125261de50f0bf171dda"
    },
    {
      "storm_id": "281903",
      "lat": 39.7408,
      "lon": -96.2692,
      "motion_east": 7.0,
      "motion_south": -1.0,
      "valid_time": "20260816_080041 UTC",
      "tornado_probability": 0.002,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2100.0,
      "ebshear": 35.0,
      "srh01": 31.0,
      "maxllaz": 0.005,
      "mesh": 0.18,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 31.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.1124
        },
        {
          "name": "alignment",
          "value": -1.2715
        },
        {
          "name": "tau",
          "value": 1.3204
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1355
      },
      "coherence_score": 1.3203754425048828,
      "coherence_diagnostics": {
        "tau": 1.3203754425048828,
        "grad_tau": 0.2696896493434906,
        "torsion": 0.0,
        "alignment": -1.2714663743972778,
        "S_field": 0.5655536651611328,
        "Gamma_field": 0.2536466419696808,
        "S_over_Gamma": 2.2296910285949707,
        "Da": 15.377843856811523,
        "E_coh": 0.7286136746406555,
        "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": [
          [
            [
              -96.3,
              39.79
            ],
            [
              -96.28,
              39.79
            ],
            [
              -96.23,
              39.76
            ],
            [
              -96.23,
              39.74
            ],
            [
              -96.22,
              39.73
            ],
            [
              -96.23,
              39.72
            ],
            [
              -96.22,
              39.7
            ],
            [
              -96.24,
              39.69
            ],
            [
              -96.3,
              39.69
            ],
            [
              -96.34,
              39.72
            ],
            [
              -96.34,
              39.77
            ],
            [
              -96.3,
              39.79
            ]
          ]
        ]
      },
      "raw_probability": 0.1355,
      "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": "3e59646df06941dd37a31b20cd62d4394f54d33cc7325576da380bccd82e53c4",
        "input_sha256": "afa11604a9280d71913855daac6143f1782eb184ef8520bbe439f056e24380ab",
        "issued_at": "2026-08-16T08:23:58Z",
        "raw_probability": 0.1355,
        "probability": 0.001978,
        "confidence_lo": 0.001849,
        "confidence_hi": 0.001979,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "bcf11060505a4cb46087995d50b11a081c2d4409c7fa0e290870f8fad09e391f",
        "signature": {
          "alg": "ed25519",
          "sig": "158429d917bfa4ee1db7abfcaab53830cb3a6bbda1af5dcfb2ba28955274f2e84ce10e26d69806e8d98d011c6775375961611fae7263a52b5970aa291335df05"
        }
      },
      "receipt_sha256": "bcf11060505a4cb46087995d50b11a081c2d4409c7fa0e290870f8fad09e391f"
    },
    {
      "storm_id": "281680",
      "lat": 40.113,
      "lon": -102.554,
      "motion_east": 6.5,
      "motion_south": -1.0,
      "valid_time": "20260816_080041 UTC",
      "tornado_probability": 0.0019,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 552.0,
      "ebshear": 27.0,
      "srh01": 42.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 42.0
        },
        {
          "name": "hrrr_pwat",
          "value": 11.3624
        },
        {
          "name": "alignment",
          "value": 5.9865
        },
        {
          "name": "tau",
          "value": 0.5905
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1194
      },
      "coherence_score": 0.5905134677886963,
      "coherence_diagnostics": {
        "tau": 0.5905134677886963,
        "grad_tau": 0.07462108880281448,
        "torsion": 0.0,
        "alignment": 5.986469268798828,
        "S_field": 0.13995367288589478,
        "Gamma_field": 0.31281334161758423,
        "S_over_Gamma": 0.4474031329154968,
        "Da": 18.23181915283203,
        "E_coh": 0.30334892868995667,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -102.56,
              40.15
            ],
            [
              -102.52,
              40.15
            ],
            [
              -102.51,
              40.14
            ],
            [
              -102.51,
              40.1
            ],
            [
              -102.55,
              40.07
            ],
            [
              -102.57,
              40.07
            ],
            [
              -102.58,
              40.08
            ],
            [
              -102.58,
              40.1
            ],
            [
              -102.6,
              40.12
            ],
            [
              -102.56,
              40.15
            ]
          ]
        ]
      },
      "raw_probability": 0.1194,
      "confidence_lo": 0.0018,
      "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": "3e59646df06941dd37a31b20cd62d4394f54d33cc7325576da380bccd82e53c4",
        "input_sha256": "7add9cf4c100942621796165d03fa2591cf1859d32e80796e451b6858aabcec7",
        "issued_at": "2026-08-16T08:23:58Z",
        "raw_probability": 0.1194,
        "probability": 0.00191,
        "confidence_lo": 0.001849,
        "confidence_hi": 0.00191,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e0a752594ed159edb60e2f9317358243917ee0bfb99e540798cf6d2e93a49111",
        "signature": {
          "alg": "ed25519",
          "sig": "1f03b7dbc03063d61d0029b426979e59158c03d155402d33a163284e5afd14f04d2939a21d06e682edc081f209ed8092bf77bf536c8d82853ea2037efb72350a"
        }
      },
      "receipt_sha256": "e0a752594ed159edb60e2f9317358243917ee0bfb99e540798cf6d2e93a49111"
    },
    {
      "storm_id": "281548",
      "lat": 39.3724,
      "lon": -97.68,
      "motion_east": 9.4,
      "motion_south": -7.0,
      "valid_time": "20260816_080041 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2498.0,
      "ebshear": 33.0,
      "srh01": 39.0,
      "maxllaz": 0.005,
      "mesh": 0.93,
      "flash_rate": 35.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 39.0
        },
        {
          "name": "hrrr_pwat",
          "value": 42.6124
        },
        {
          "name": "alignment",
          "value": 0.1677
        },
        {
          "name": "tau",
          "value": 1.0403
        },
        {
          "name": "maxllaz",
          "value": 0.005
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1059
      },
      "coherence_score": 1.0403218269348145,
      "coherence_diagnostics": {
        "tau": 1.0403218269348145,
        "grad_tau": 0.3102450668811798,
        "torsion": 0.0,
        "alignment": 0.1677464246749878,
        "S_field": 0.6286357045173645,
        "Gamma_field": 0.2744799852371216,
        "S_over_Gamma": 2.290278911590576,
        "Da": 16.908885955810547,
        "E_coh": 0.8531058430671692,
        "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": [
          [
            [
              -97.71,
              39.49
            ],
            [
              -97.67,
              39.49
            ],
            [
              -97.63,
              39.44
            ],
            [
              -97.62,
              39.44
            ],
            [
              -97.57,
              39.4
            ],
            [
              -97.57,
              39.33
            ],
            [
              -97.59,
              39.31
            ],
            [
              -97.59,
              39.29
            ],
            [
              -97.6,
              39.28
            ],
            [
              -97.72,
              39.27
            ],
            [
              -97.75,
              39.29
            ],
            [
              -97.77,
              39.29
            ],
            [
              -97.79,
              39.31
            ],
            [
              -97.79,
              39.36
            ],
            [
              -97.74,
              39.4
            ],
            [
              -97.74,
              39.45
            ],
            [
              -97.71,
              39.49
            ]
          ]
        ]
      },
      "raw_probability": 0.1059,
      "confidence_lo": 0.0011,
      "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": "3e59646df06941dd37a31b20cd62d4394f54d33cc7325576da380bccd82e53c4",
        "input_sha256": "e6de74fb27bb0cf24a304c9e78193aeab5944e49a55d3d2f5535fed341f200b8",
        "issued_at": "2026-08-16T08:23:58Z",
        "raw_probability": 0.1059,
        "probability": 0.00127,
        "confidence_lo": 0.001134,
        "confidence_hi": 0.00127,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "91414c2bf6f6562bf1c0fb7684e6135a149b3dde7a3869897070bcbd29109f20",
        "signature": {
          "alg": "ed25519",
          "sig": "643a1aba119703a2a1f92d6474a60064479654611754e4e2315706436cb3d6ae6bc3db30b9335d5b19a99f2dee3db88411646aa68e7d0fc4042168a135e1ea09"
        }
      },
      "receipt_sha256": "91414c2bf6f6562bf1c0fb7684e6135a149b3dde7a3869897070bcbd29109f20"
    },
    {
      "storm_id": "281915",
      "lat": 39.4215,
      "lon": -99.2292,
      "motion_east": 6.3,
      "motion_south": -1.0,
      "valid_time": "20260816_080041 UTC",
      "tornado_probability": 0.0013,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2059.0,
      "ebshear": 58.0,
      "srh01": 1.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 1.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.6124
        },
        {
          "name": "alignment",
          "value": -1.8643
        },
        {
          "name": "tau",
          "value": 0.7301
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.1025
      },
      "coherence_score": 0.7300755977630615,
      "coherence_diagnostics": {
        "tau": 0.7300755977630615,
        "grad_tau": 0.08573763817548752,
        "torsion": 0.0,
        "alignment": -1.8643321990966797,
        "S_field": 0.32637667655944824,
        "Gamma_field": 0.20364664494991302,
        "S_over_Gamma": 1.6026617288589478,
        "Da": 12.391958236694336,
        "E_coh": 0.6432015299797058,
        "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": [
          [
            [
              -99.23,
              39.46
            ],
            [
              -99.2,
              39.46
            ],
            [
              -99.18,
              39.45
            ],
            [
              -99.17,
              39.44
            ],
            [
              -99.17,
              39.41
            ],
            [
              -99.19,
              39.39
            ],
            [
              -99.23,
              39.37
            ],
            [
              -99.25,
              39.38
            ],
            [
              -99.29,
              39.38
            ],
            [
              -99.3,
              39.39
            ],
            [
              -99.3,
              39.44
            ],
            [
              -99.24,
              39.45
            ],
            [
              -99.23,
              39.46
            ]
          ]
        ]
      },
      "raw_probability": 0.1025,
      "confidence_lo": 0.0011,
      "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": "3e59646df06941dd37a31b20cd62d4394f54d33cc7325576da380bccd82e53c4",
        "input_sha256": "bb81d927ce10a05d5da082663bda1cf46fa22afaf0d266cdb5b9a6ef0489e0fd",
        "issued_at": "2026-08-16T08:23:58Z",
        "raw_probability": 0.1025,
        "probability": 0.00127,
        "confidence_lo": 0.001134,
        "confidence_hi": 0.00127,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e63d6e44f3b5a3f4841582204df4082b1e3e070e233ed8dbf743901cea650c0a",
        "signature": {
          "alg": "ed25519",
          "sig": "d94dd875f637711eb7ca630e12256dae64bffb1e5f9c78023c49c5135ae970d32c406341ebad2466c1c424da5e2f1028ea7827c9da3a5b1a62de142655c93108"
        }
      },
      "receipt_sha256": "e63d6e44f3b5a3f4841582204df4082b1e3e070e233ed8dbf743901cea650c0a"
    },
    {
      "storm_id": "281926",
      "lat": 40.42,
      "lon": -98.0722,
      "motion_east": 5.1,
      "motion_south": -6.0,
      "valid_time": "20260816_080041 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1980.0,
      "ebshear": 43.0,
      "srh01": 0.0,
      "maxllaz": 0.004,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 37.9874
        },
        {
          "name": "alignment",
          "value": -0.7158
        },
        {
          "name": "tau",
          "value": 0.7844
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0895
      },
      "coherence_score": 0.7844200134277344,
      "coherence_diagnostics": {
        "tau": 0.7844200134277344,
        "grad_tau": 0.19169136881828308,
        "torsion": 0.0,
        "alignment": -0.7157515287399292,
        "S_field": 0.22481516003608704,
        "Gamma_field": 0.2444799840450287,
        "S_over_Gamma": 0.9195646643638611,
        "Da": 14.553386688232422,
        "E_coh": 0.016375571489334106,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -98.08,
              40.45
            ],
            [
              -98.05,
              40.45
            ],
            [
              -98.04,
              40.44
            ],
            [
              -98.04,
              40.39
            ],
            [
              -98.08,
              40.37
            ],
            [
              -98.1,
              40.39
            ],
            [
              -98.09,
              40.4
            ],
            [
              -98.09,
              40.44
            ],
            [
              -98.08,
              40.45
            ]
          ]
        ]
      },
      "raw_probability": 0.0895,
      "confidence_lo": 0.0011,
      "confidence_hi": 0.0012,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "3e59646df06941dd37a31b20cd62d4394f54d33cc7325576da380bccd82e53c4",
        "input_sha256": "4e291bae042506c6e60172d4957e1be303340a6140c4036069d9741a2742320f",
        "issued_at": "2026-08-16T08:23:58Z",
        "raw_probability": 0.0895,
        "probability": 0.001178,
        "confidence_lo": 0.001126,
        "confidence_hi": 0.001178,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5fa9f2f89ce63e4518e3e855c6bdf5317791541e4c0be0a0c6db84e182db2443",
        "signature": {
          "alg": "ed25519",
          "sig": "ed1bbc6f48d05350005752390f0f7d3f1cb045d54560f4f25074c9eb4a31303d317d891073a6fea099ce4fd224b892619011a0b02f1d89f9fe7b0ef2c194ba0e"
        }
      },
      "receipt_sha256": "5fa9f2f89ce63e4518e3e855c6bdf5317791541e4c0be0a0c6db84e182db2443"
    },
    {
      "storm_id": "281955",
      "lat": 39.93,
      "lon": -96.5726,
      "motion_east": 9.3,
      "motion_south": -5.0,
      "valid_time": "20260816_080041 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2146.0,
      "ebshear": 32.0,
      "srh01": 18.0,
      "maxllaz": 0.003,
      "mesh": 0.12,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 18.0
        },
        {
          "name": "hrrr_pwat",
          "value": 43.1124
        },
        {
          "name": "alignment",
          "value": -1.2715
        },
        {
          "name": "tau",
          "value": 1.3204
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0888
      },
      "coherence_score": 1.3203754425048828,
      "coherence_diagnostics": {
        "tau": 1.3203754425048828,
        "grad_tau": 0.2696896493434906,
        "torsion": 0.0,
        "alignment": -1.2714663743972778,
        "S_field": 0.5655536651611328,
        "Gamma_field": 0.2536466419696808,
        "S_over_Gamma": 2.2296910285949707,
        "Da": 15.377843856811523,
        "E_coh": 0.7286136746406555,
        "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": [
          [
            [
              -96.52,
              39.98
            ],
            [
              -96.5,
              39.98
            ],
            [
              -96.46,
              39.96
            ],
            [
              -96.46,
              39.93
            ],
            [
              -96.47,
              39.92
            ],
            [
              -96.46,
              39.9
            ],
            [
              -96.48,
              39.89
            ],
            [
              -96.56,
              39.89
            ],
            [
              -96.57,
              39.88
            ],
            [
              -96.68,
              39.88
            ],
            [
              -96.69,
              39.89
            ],
            [
              -96.69,
              39.91
            ],
            [
              -96.7,
              39.92
            ],
            [
              -96.7,
              39.94
            ],
            [
              -96.69,
              39.95
            ],
            [
              -96.59,
              39.95
            ],
            [
              -96.58,
              39.96
            ],
            [
              -96.56,
              39.96
            ],
            [
              -96.52,
              39.98
            ]
          ]
        ]
      },
      "raw_probability": 0.0888,
      "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": "3e59646df06941dd37a31b20cd62d4394f54d33cc7325576da380bccd82e53c4",
        "input_sha256": "31e4b33a5c787f8a7c4db510cda0c4a5a31aec47e5a6bd80cf76b7feb6095848",
        "issued_at": "2026-08-16T08:23:58Z",
        "raw_probability": 0.0888,
        "probability": 0.001178,
        "confidence_lo": 0.001126,
        "confidence_hi": 0.001178,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e7bd05266d119cdb6dcc0943f22cdc531f54152a5d0192207dc6cdb9d9c1a6cb",
        "signature": {
          "alg": "ed25519",
          "sig": "4ed4648685fa89bb3113e2d8dc3cbf8fa13737a0e19c232a48f12a017c5d9b1df1fd74b185771732037affb0109fe7f70d48c61323e2fd9fcbab240cfe37530f"
        }
      },
      "receipt_sha256": "e7bd05266d119cdb6dcc0943f22cdc531f54152a5d0192207dc6cdb9d9c1a6cb"
    },
    {
      "storm_id": "280855",
      "lat": 50.3958,
      "lon": -112.4242,
      "motion_east": 6.5,
      "motion_south": -1.0,
      "valid_time": "20260816_080041 UTC",
      "tornado_probability": 0.0012,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 147.0,
      "ebshear": 20.0,
      "srh01": 35.0,
      "maxllaz": 0.002,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 35.0
        },
        {
          "name": "hrrr_pwat",
          "value": 14.6124
        },
        {
          "name": "alignment",
          "value": -1.3396
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0851
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.12639017403125763,
        "torsion": 0.0,
        "alignment": -1.339569091796875,
        "S_field": 0.050185590982437134,
        "Gamma_field": 0.32947999238967896,
        "S_over_Gamma": 0.1523175686597824,
        "Da": 19.622699737548828,
        "E_coh": 0.2868194580078125,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 6,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -112.46,
              50.43
            ],
            [
              -112.42,
              50.43
            ],
            [
              -112.41,
              50.42
            ],
            [
              -112.39,
              50.42
            ],
            [
              -112.37,
              50.4
            ],
            [
              -112.37,
              50.37
            ],
            [
              -112.39,
              50.34
            ],
            [
              -112.42,
              50.34
            ],
            [
              -112.46,
              50.38
            ],
            [
              -112.48,
              50.38
            ],
            [
              -112.46,
              50.41
            ],
            [
              -112.46,
              50.43
            ]
          ]
        ]
      },
      "raw_probability": 0.0851,
      "confidence_lo": 0.0008,
      "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": "3e59646df06941dd37a31b20cd62d4394f54d33cc7325576da380bccd82e53c4",
        "input_sha256": "8befdcb2a68fc2cca8ad3e87c79b2424e1e54030b70fbfb903ff209d2198d716",
        "issued_at": "2026-08-16T08:23:58Z",
        "raw_probability": 0.0851,
        "probability": 0.001178,
        "confidence_lo": 0.000841,
        "confidence_hi": 0.001178,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "e1d5a44e588b56022e77fcbb79d20109c12f99c1f98abbc7b48b7cfbe46135d7",
        "signature": {
          "alg": "ed25519",
          "sig": "d16a82ee7d034fe4210d129c31577ea27520453daa7e46be6105cff778c7f0b4ac57bd1cad62372ea960227af1051a23c3498a5f4ab48698ce3453558e234908"
        }
      },
      "receipt_sha256": "e1d5a44e588b56022e77fcbb79d20109c12f99c1f98abbc7b48b7cfbe46135d7"
    },
    {
      "storm_id": "281961",
      "lat": 46.2192,
      "lon": -71.4158,
      "motion_east": 6.5,
      "motion_south": -1.0,
      "valid_time": "20260816_080041 UTC",
      "tornado_probability": 0.0011,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 0.0,
      "ebshear": 0.0,
      "srh01": 29.0,
      "maxllaz": 0.001,
      "mesh": 0.28,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 29.0
        },
        {
          "name": "hrrr_pwat",
          "value": 13.4874
        },
        {
          "name": "alignment",
          "value": -1.9195
        },
        {
          "name": "tau",
          "value": 0.6683
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0825
      },
      "coherence_score": 0.6682683229446411,
      "coherence_diagnostics": {
        "tau": 0.6682683229446411,
        "grad_tau": 0.09549606591463089,
        "torsion": 0.0,
        "alignment": -1.9195339679718018,
        "S_field": 0.1570865660905838,
        "Gamma_field": 0.16114665567874908,
        "S_over_Gamma": 0.9748049974441528,
        "Da": 9.844307899475098,
        "E_coh": 0.30501455068588257,
        "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": [
          [
            [
              -71.45,
              46.26
            ],
            [
              -71.37,
              46.26
            ],
            [
              -71.36,
              46.25
            ],
            [
              -71.36,
              46.23
            ],
            [
              -71.37,
              46.22
            ],
            [
              -71.4,
              46.22
            ],
            [
              -71.43,
              46.19
            ],
            [
              -71.43,
              46.17
            ],
            [
              -71.45,
              46.15
            ],
            [
              -71.46,
              46.17
            ],
            [
              -71.46,
              46.25
            ],
            [
              -71.45,
              46.26
            ]
          ]
        ]
      },
      "raw_probability": 0.0825,
      "confidence_lo": 0.0007,
      "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": "3e59646df06941dd37a31b20cd62d4394f54d33cc7325576da380bccd82e53c4",
        "input_sha256": "57b579a09a9aba6bdf59f3777b36ea7e03b7cc7d600a4933c636c7f68a8d214a",
        "issued_at": "2026-08-16T08:23:58Z",
        "raw_probability": 0.0825,
        "probability": 0.001137,
        "confidence_lo": 0.000736,
        "confidence_hi": 0.001138,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "cf38aded0095daa5bf1eb82f5012951037982600c562ff192b2d5f10927df0d2",
        "signature": {
          "alg": "ed25519",
          "sig": "a3fe6f54efaf2ebc66386bfb73d32f5465d3b2a1541fbfe9b6e8e83ccd238f0d7557a80ed58fb5181e7fd64bdc13817fb85ea635ea5329f849e17097a357cd06"
        }
      },
      "receipt_sha256": "cf38aded0095daa5bf1eb82f5012951037982600c562ff192b2d5f10927df0d2"
    },
    {
      "storm_id": "281923",
      "lat": 46.192,
      "lon": -71.649,
      "motion_east": 6.5,
      "motion_south": -1.0,
      "valid_time": "20260816_080041 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 0.0,
      "ebshear": 0.0,
      "srh01": 31.0,
      "maxllaz": 0.002,
      "mesh": 0.14,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 31.0
        },
        {
          "name": "hrrr_pwat",
          "value": 13.6124
        },
        {
          "name": "alignment",
          "value": 2.1129
        },
        {
          "name": "tau",
          "value": 0.74
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0797
      },
      "coherence_score": 0.7400069236755371,
      "coherence_diagnostics": {
        "tau": 0.7400069236755371,
        "grad_tau": 0.08924975991249084,
        "torsion": 0.0,
        "alignment": 2.112901210784912,
        "S_field": 0.13339738547801971,
        "Gamma_field": 0.16947998106479645,
        "S_over_Gamma": 0.7870981693267822,
        "Da": 10.28478717803955,
        "E_coh": 0.3205000162124634,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -71.7,
              46.22
            ],
            [
              -71.61,
              46.22
            ],
            [
              -71.6,
              46.21
            ],
            [
              -71.6,
              46.16
            ],
            [
              -71.64,
              46.15
            ],
            [
              -71.65,
              46.16
            ],
            [
              -71.64,
              46.18
            ],
            [
              -71.66,
              46.2
            ],
            [
              -71.69,
              46.2
            ],
            [
              -71.7,
              46.22
            ]
          ]
        ]
      },
      "raw_probability": 0.0797,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "3e59646df06941dd37a31b20cd62d4394f54d33cc7325576da380bccd82e53c4",
        "input_sha256": "4fa1d108863173eca5ea31dd3063859ce0af6976b5858ee534ffd8aa72c70966",
        "issued_at": "2026-08-16T08:23:58Z",
        "raw_probability": 0.0797,
        "probability": 0.000862,
        "confidence_lo": 0.000736,
        "confidence_hi": 0.000862,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "93eb4671ff93e4010f8bc53480fc45f04de86a357156881fece35843c8f1a4ad",
        "signature": {
          "alg": "ed25519",
          "sig": "727e4b4ef5eb34bb7de843c1f191df721a229940e83d6dbfe7dd79090ee8c67db11f6fe7d3eb6bef8968d7bfdc17ecfb10425c96766b429261c18bec02d4e008"
        }
      },
      "receipt_sha256": "93eb4671ff93e4010f8bc53480fc45f04de86a357156881fece35843c8f1a4ad"
    },
    {
      "storm_id": "281981",
      "lat": 40.0463,
      "lon": -102.2888,
      "motion_east": 6.5,
      "motion_south": -1.0,
      "valid_time": "20260816_080041 UTC",
      "tornado_probability": 0.0009,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 533.0,
      "ebshear": 25.0,
      "srh01": 29.0,
      "maxllaz": 0.003,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 29.0
        },
        {
          "name": "hrrr_pwat",
          "value": 16.1124
        },
        {
          "name": "alignment",
          "value": 1.1202
        },
        {
          "name": "tau",
          "value": 0.6711
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0778
      },
      "coherence_score": 0.671149730682373,
      "coherence_diagnostics": {
        "tau": 0.671149730682373,
        "grad_tau": 0.07174978405237198,
        "torsion": 0.0,
        "alignment": 1.1201679706573486,
        "S_field": 0.24297907948493958,
        "Gamma_field": 0.35697999596595764,
        "S_over_Gamma": 0.6806517839431763,
        "Da": 21.23699378967285,
        "E_coh": 0.5227487087249756,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -102.31,
              40.08
            ],
            [
              -102.26,
              40.08
            ],
            [
              -102.25,
              40.07
            ],
            [
              -102.25,
              40.02
            ],
            [
              -102.26,
              40.01
            ],
            [
              -102.33,
              40.01
            ],
            [
              -102.34,
              40.02
            ],
            [
              -102.31,
              40.08
            ]
          ]
        ]
      },
      "raw_probability": 0.0778,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0009,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "3e59646df06941dd37a31b20cd62d4394f54d33cc7325576da380bccd82e53c4",
        "input_sha256": "6a9cc93c6a0e9ecc1c5278203442e4662b1e4c0534933060635537f7d9e0859b",
        "issued_at": "2026-08-16T08:23:58Z",
        "raw_probability": 0.0778,
        "probability": 0.000862,
        "confidence_lo": 0.000736,
        "confidence_hi": 0.000862,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "41129125f63a6c5e170dbcf88ef02ba4e6089e9eafa514f0116976391cdaf26f",
        "signature": {
          "alg": "ed25519",
          "sig": "2d26e7416edbd6c29ed4184b4351731ac05972ffa53bfffbba89e37d5547e6f0a5cd5b2a299f7ab95eaf07ef7cc76c0e4d486517b505ef2c556a323d9b03350f"
        }
      },
      "receipt_sha256": "41129125f63a6c5e170dbcf88ef02ba4e6089e9eafa514f0116976391cdaf26f"
    },
    {
      "storm_id": "282001",
      "lat": 39.9622,
      "lon": -99.5978,
      "motion_east": 4.0,
      "motion_south": -2.0,
      "valid_time": "20260816_080041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2167.0,
      "ebshear": 41.0,
      "srh01": 8.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 1.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 8.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.6124
        },
        {
          "name": "alignment",
          "value": -1.8643
        },
        {
          "name": "tau",
          "value": 0.7301
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0747
      },
      "coherence_score": 0.7300755977630615,
      "coherence_diagnostics": {
        "tau": 0.7300755977630615,
        "grad_tau": 0.08573763817548752,
        "torsion": 0.0,
        "alignment": -1.8643321990966797,
        "S_field": 0.32637667655944824,
        "Gamma_field": 0.20364664494991302,
        "S_over_Gamma": 1.6026617288589478,
        "Da": 12.391958236694336,
        "E_coh": 0.6432015299797058,
        "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": [
          [
            [
              -99.54,
              40.03
            ],
            [
              -99.52,
              40.01
            ],
            [
              -99.51,
              40.02
            ],
            [
              -99.51,
              39.99
            ],
            [
              -99.52,
              39.99
            ],
            [
              -99.54,
              39.96
            ],
            [
              -99.57,
              39.95
            ],
            [
              -99.61,
              39.91
            ],
            [
              -99.61,
              39.9
            ],
            [
              -99.64,
              39.88
            ],
            [
              -99.7,
              39.88
            ],
            [
              -99.71,
              39.89
            ],
            [
              -99.71,
              39.94
            ],
            [
              -99.7,
              39.95
            ],
            [
              -99.67,
              39.96
            ],
            [
              -99.6,
              40.01
            ],
            [
              -99.56,
              40.02
            ],
            [
              -99.54,
              40.03
            ]
          ]
        ]
      },
      "raw_probability": 0.0747,
      "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": "3e59646df06941dd37a31b20cd62d4394f54d33cc7325576da380bccd82e53c4",
        "input_sha256": "8f0040576ed889aa4baa167243d8fefd8d2754adccd7a12fe3a532cf4581c442",
        "issued_at": "2026-08-16T08:23:58Z",
        "raw_probability": 0.0747,
        "probability": 0.000742,
        "confidence_lo": 0.000684,
        "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": "272be3d49a86f3c5a553ea0dd1a054a54a0b713049a4034125998f88f7df5350",
        "signature": {
          "alg": "ed25519",
          "sig": "59bc89ab7ea0d9dbfba6b9c8ad740148149b7d061db23b18750ed4f1f3a7e38d20b6c537e8a6151c2c46c6995488f66f0f20f85c8da9cb515eefa21fc6cbc30b"
        }
      },
      "receipt_sha256": "272be3d49a86f3c5a553ea0dd1a054a54a0b713049a4034125998f88f7df5350"
    },
    {
      "storm_id": "281192",
      "lat": 40.9561,
      "lon": -100.5368,
      "motion_east": 4.0,
      "motion_south": 1.9,
      "valid_time": "20260816_080041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 886.0,
      "ebshear": 32.0,
      "srh01": 62.0,
      "maxllaz": 0.003,
      "mesh": 0.16,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 62.0
        },
        {
          "name": "hrrr_pwat",
          "value": 28.9874
        },
        {
          "name": "alignment",
          "value": -1.9013
        },
        {
          "name": "tau",
          "value": 0.6199
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0724
      },
      "coherence_score": 0.6199066638946533,
      "coherence_diagnostics": {
        "tau": 0.6199066638946533,
        "grad_tau": 0.02473115548491478,
        "torsion": 0.0,
        "alignment": -1.9013091325759888,
        "S_field": 0.17359501123428345,
        "Gamma_field": 0.4644799828529358,
        "S_over_Gamma": 0.373740553855896,
        "Da": 27.34018898010254,
        "E_coh": 0.11007920652627945,
        "singularity_count": 1.0,
        "singularity_conditions_met": 1,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 4,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -100.6,
              41.07
            ],
            [
              -100.56,
              41.02
            ],
            [
              -100.56,
              41.0
            ],
            [
              -100.57,
              40.99
            ],
            [
              -100.56,
              40.98
            ],
            [
              -100.54,
              40.98
            ],
            [
              -100.53,
              40.99
            ],
            [
              -100.49,
              40.99
            ],
            [
              -100.47,
              40.97
            ],
            [
              -100.46,
              40.97
            ],
            [
              -100.44,
              40.95
            ],
            [
              -100.44,
              40.94
            ],
            [
              -100.39,
              40.9
            ],
            [
              -100.39,
              40.85
            ],
            [
              -100.5,
              40.85
            ],
            [
              -100.51,
              40.86
            ],
            [
              -100.53,
              40.86
            ],
            [
              -100.56,
              40.89
            ],
            [
              -100.56,
              40.91
            ],
            [
              -100.57,
              40.92
            ],
            [
              -100.56,
              40.93
            ],
            [
              -100.57,
              40.94
            ],
            [
              -100.57,
              40.96
            ],
            [
              -100.58,
              40.97
            ],
            [
              -100.62,
              40.97
            ],
            [
              -100.65,
              41.0
            ],
            [
              -100.65,
              41.04
            ],
            [
              -100.6,
              41.07
            ]
          ]
        ]
      },
      "raw_probability": 0.0724,
      "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": "3e59646df06941dd37a31b20cd62d4394f54d33cc7325576da380bccd82e53c4",
        "input_sha256": "b5c4802bd6ade64996badb0842854352c1a409d89d05266cd4d45e72bc06b872",
        "issued_at": "2026-08-16T08:23:58Z",
        "raw_probability": 0.0724,
        "probability": 0.000698,
        "confidence_lo": 0.000684,
        "confidence_hi": 0.000698,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a57f5c479f2163775e9e47498979ae160d03ad1cab2fe804ed8ba658a9d43e88",
        "signature": {
          "alg": "ed25519",
          "sig": "119c4990e08ad896b90730640362b1bf605342792e1ee4a93660084f030f17cff6a856fb53ef02197700eb1603e64d7f3d18d49d405eeb78b7088f1e4a63fc06"
        }
      },
      "receipt_sha256": "a57f5c479f2163775e9e47498979ae160d03ad1cab2fe804ed8ba658a9d43e88"
    },
    {
      "storm_id": "281998",
      "lat": 46.2209,
      "lon": -71.2791,
      "motion_east": 6.5,
      "motion_south": -1.0,
      "valid_time": "20260816_080041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 0.0,
      "ebshear": 0.0,
      "srh01": 28.0,
      "maxllaz": 0.002,
      "mesh": 0.1,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 28.0
        },
        {
          "name": "hrrr_pwat",
          "value": 13.4874
        },
        {
          "name": "alignment",
          "value": -1.9195
        },
        {
          "name": "tau",
          "value": 0.6683
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0721
      },
      "coherence_score": 0.6682683229446411,
      "coherence_diagnostics": {
        "tau": 0.6682683229446411,
        "grad_tau": 0.09549606591463089,
        "torsion": 0.0,
        "alignment": -1.9195339679718018,
        "S_field": 0.1570865660905838,
        "Gamma_field": 0.16114665567874908,
        "S_over_Gamma": 0.9748049974441528,
        "Da": 9.844307899475098,
        "E_coh": 0.30501455068588257,
        "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": [
          [
            [
              -71.24,
              46.26
            ],
            [
              -71.23,
              46.25
            ],
            [
              -71.23,
              46.16
            ],
            [
              -71.31,
              46.16
            ],
            [
              -71.32,
              46.18
            ],
            [
              -71.31,
              46.19
            ],
            [
              -71.31,
              46.23
            ],
            [
              -71.32,
              46.24
            ],
            [
              -71.31,
              46.25
            ],
            [
              -71.25,
              46.25
            ],
            [
              -71.24,
              46.26
            ]
          ]
        ]
      },
      "raw_probability": 0.0721,
      "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": "3e59646df06941dd37a31b20cd62d4394f54d33cc7325576da380bccd82e53c4",
        "input_sha256": "3383f97330e35a4475d8e0675c38c20ce2c08ef73fbd8ecc46d0235f24029afd",
        "issued_at": "2026-08-16T08:23:58Z",
        "raw_probability": 0.0721,
        "probability": 0.000698,
        "confidence_lo": 0.000684,
        "confidence_hi": 0.000698,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5ac4eb7b809b0332f78eb69b8545d53d5b3c6ed1ba71e273cd016d28b7bc2e90",
        "signature": {
          "alg": "ed25519",
          "sig": "fa90d9b0638b996ed9e5e7b52f9157a1da8ddf7d820ae774b77cc5bdab107ecdaca0f04f365ec688b68ddffd5076e52b9ac54c41a1f28e1eb51dcb58bb5e8707"
        }
      },
      "receipt_sha256": "5ac4eb7b809b0332f78eb69b8545d53d5b3c6ed1ba71e273cd016d28b7bc2e90"
    },
    {
      "storm_id": "282022",
      "lat": 39.8218,
      "lon": -100.7536,
      "motion_east": 6.5,
      "motion_south": -1.0,
      "valid_time": "20260816_080041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1419.0,
      "ebshear": 32.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.07,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 28.7374
        },
        {
          "name": "alignment",
          "value": 3.7666
        },
        {
          "name": "tau",
          "value": 0.7285
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0653
      },
      "coherence_score": 0.7285022735595703,
      "coherence_diagnostics": {
        "tau": 0.7285022735595703,
        "grad_tau": 0.027993889525532722,
        "torsion": 0.0,
        "alignment": 3.7665727138519287,
        "S_field": 0.5201786756515503,
        "Gamma_field": 0.2378133237361908,
        "S_over_Gamma": 2.187340259552002,
        "Da": 14.603670120239258,
        "E_coh": 0.6936428546905518,
        "singularity_count": 3.0,
        "singularity_conditions_met": 3,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -100.76,
              39.87
            ],
            [
              -100.73,
              39.87
            ],
            [
              -100.71,
              39.84
            ],
            [
              -100.71,
              39.82
            ],
            [
              -100.73,
              39.8
            ],
            [
              -100.73,
              39.79
            ],
            [
              -100.75,
              39.78
            ],
            [
              -100.79,
              39.78
            ],
            [
              -100.81,
              39.79
            ],
            [
              -100.81,
              39.83
            ],
            [
              -100.76,
              39.87
            ]
          ]
        ]
      },
      "raw_probability": 0.0653,
      "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": "3e59646df06941dd37a31b20cd62d4394f54d33cc7325576da380bccd82e53c4",
        "input_sha256": "3b2bb6cf17c779459ce54bfdebdab4219b5e56cf7ba22bcea803b42d7864a4a8",
        "issued_at": "2026-08-16T08:23:58Z",
        "raw_probability": 0.0653,
        "probability": 0.000698,
        "confidence_lo": 0.000684,
        "confidence_hi": 0.000698,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "f1d7e3c90b59ca558aa50db77cf05844a0dbefbf3c9011c3a70228dc197dced3",
        "signature": {
          "alg": "ed25519",
          "sig": "104edc91f1f056d344969c981d7bec1953fe4692f4790feb06f6a2c8a29c1efddeb89ef1d361fa0d4f80f6e992b2fd90c69e61c6f301bfc710cd0f2128089b0d"
        }
      },
      "receipt_sha256": "f1d7e3c90b59ca558aa50db77cf05844a0dbefbf3c9011c3a70228dc197dced3"
    },
    {
      "storm_id": "281995",
      "lat": 48.788,
      "lon": -121.838,
      "motion_east": 6.5,
      "motion_south": -1.0,
      "valid_time": "20260816_080041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 167.0,
      "ebshear": 14.0,
      "srh01": 28.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 28.0
        },
        {
          "name": "hrrr_pwat",
          "value": 21.3624
        },
        {
          "name": "alignment",
          "value": -0.9646
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0646
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.11399014294147491,
        "torsion": 0.0,
        "alignment": -0.964569091796875,
        "S_field": 0.056089311838150024,
        "Gamma_field": 0.16447998583316803,
        "S_over_Gamma": 0.3410099446773529,
        "Da": 9.735601425170898,
        "E_coh": 0.10975509881973267,
        "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": [
          [
            [
              -121.87,
              48.82
            ],
            [
              -121.79,
              48.82
            ],
            [
              -121.79,
              48.74
            ],
            [
              -121.87,
              48.74
            ],
            [
              -121.87,
              48.82
            ]
          ]
        ]
      },
      "raw_probability": 0.0646,
      "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": "3e59646df06941dd37a31b20cd62d4394f54d33cc7325576da380bccd82e53c4",
        "input_sha256": "097e54145f896e6e6250d89444c062572021289cdc6495c20b19d7b0e939726a",
        "issued_at": "2026-08-16T08:23:58Z",
        "raw_probability": 0.0646,
        "probability": 0.000698,
        "confidence_lo": 0.000684,
        "confidence_hi": 0.000698,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "cf19b73413b34f0a1bc4022ea5c240fc0d1b73c95dadc31ac5a6e9813a17dee4",
        "signature": {
          "alg": "ed25519",
          "sig": "423cc16a2335bb035c98eec8500e8de235371c32822d0293e150b5ff1d103b6ab6c64faeadca8a618bda016214727ac9827200f360e7b8c0973ac7df53136804"
        }
      },
      "receipt_sha256": "cf19b73413b34f0a1bc4022ea5c240fc0d1b73c95dadc31ac5a6e9813a17dee4"
    },
    {
      "storm_id": "281753",
      "lat": 40.3379,
      "lon": -98.6875,
      "motion_east": 2.9,
      "motion_south": -6.0,
      "valid_time": "20260816_080041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1931.0,
      "ebshear": 54.0,
      "srh01": 6.0,
      "maxllaz": 0.01,
      "mesh": 0.35,
      "flash_rate": 18.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 6.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.6124
        },
        {
          "name": "alignment",
          "value": 1.1957
        },
        {
          "name": "tau",
          "value": 0.6099
        },
        {
          "name": "maxllaz",
          "value": 0.01
        }
      ],
      "model_scores": {
        "gbt_prob": 0.061
      },
      "coherence_score": 0.6098601818084717,
      "coherence_diagnostics": {
        "tau": 0.6098601818084717,
        "grad_tau": 0.1076362282037735,
        "torsion": 0.0,
        "alignment": 1.1957045793533325,
        "S_field": 0.17438311874866486,
        "Gamma_field": 1.0136467218399048,
        "S_over_Gamma": 0.17203539609909058,
        "Da": 60.80435562133789,
        "E_coh": 0.06987391412258148,
        "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": [
          [
            [
              -98.72,
              40.43
            ],
            [
              -98.65,
              40.43
            ],
            [
              -98.64,
              40.42
            ],
            [
              -98.59,
              40.42
            ],
            [
              -98.57,
              40.4
            ],
            [
              -98.57,
              40.36
            ],
            [
              -98.59,
              40.35
            ],
            [
              -98.63,
              40.31
            ],
            [
              -98.62,
              40.3
            ],
            [
              -98.62,
              40.27
            ],
            [
              -98.63,
              40.26
            ],
            [
              -98.63,
              40.24
            ],
            [
              -98.65,
              40.22
            ],
            [
              -98.69,
              40.22
            ],
            [
              -98.74,
              40.26
            ],
            [
              -98.76,
              40.27
            ],
            [
              -98.79,
              40.27
            ],
            [
              -98.83,
              40.3
            ],
            [
              -98.82,
              40.34
            ],
            [
              -98.78,
              40.38
            ],
            [
              -98.78,
              40.39
            ],
            [
              -98.75,
              40.42
            ],
            [
              -98.73,
              40.42
            ],
            [
              -98.72,
              40.43
            ]
          ]
        ]
      },
      "raw_probability": 0.061,
      "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": "3e59646df06941dd37a31b20cd62d4394f54d33cc7325576da380bccd82e53c4",
        "input_sha256": "4d47be1b53e95216e40bebe7f83e548b32af3721ed93cacd6a835e10f5872b95",
        "issued_at": "2026-08-16T08:23:58Z",
        "raw_probability": 0.061,
        "probability": 0.000698,
        "confidence_lo": 0.000684,
        "confidence_hi": 0.000698,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "636e4cf911a1739b6e8df5d2da29044d39c932036129a5112597e825541063d0",
        "signature": {
          "alg": "ed25519",
          "sig": "82373933ddaf26d20332544ea0b56da24b3efc2d60d28acbae2ea3022fe135b02495957481fa5591dd93bb7b4449e0b1457757cc613e176f3daa8de4a337e400"
        }
      },
      "receipt_sha256": "636e4cf911a1739b6e8df5d2da29044d39c932036129a5112597e825541063d0"
    },
    {
      "storm_id": "282004",
      "lat": 34.7377,
      "lon": -75.1315,
      "motion_east": 6.5,
      "motion_south": -1.0,
      "valid_time": "20260816_080041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1527.0,
      "ebshear": 24.0,
      "srh01": 21.0,
      "maxllaz": 0.001,
      "mesh": 0.06,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 21.0
        },
        {
          "name": "hrrr_pwat",
          "value": 55.1124
        },
        {
          "name": "alignment",
          "value": -1.0483
        },
        {
          "name": "tau",
          "value": 1.5851
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0571
      },
      "coherence_score": 1.5850762128829956,
      "coherence_diagnostics": {
        "tau": 1.5850762128829956,
        "grad_tau": 0.3795662224292755,
        "torsion": 0.0,
        "alignment": -1.048252820968628,
        "S_field": 0.6149809956550598,
        "Gamma_field": 0.4119799733161926,
        "S_over_Gamma": 1.4927449226379395,
        "Da": 24.773406982421875,
        "E_coh": 0.9780917167663574,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": true,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": false,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -75.18,
              34.78
            ],
            [
              -75.14,
              34.78
            ],
            [
              -75.13,
              34.77
            ],
            [
              -75.11,
              34.77
            ],
            [
              -75.1,
              34.76
            ],
            [
              -75.12,
              34.75
            ],
            [
              -75.12,
              34.73
            ],
            [
              -75.1,
              34.71
            ],
            [
              -75.09,
              34.71
            ],
            [
              -75.09,
              34.7
            ],
            [
              -75.17,
              34.67
            ],
            [
              -75.18,
              34.68
            ],
            [
              -75.18,
              34.78
            ]
          ]
        ]
      },
      "raw_probability": 0.0571,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "3e59646df06941dd37a31b20cd62d4394f54d33cc7325576da380bccd82e53c4",
        "input_sha256": "3d29380d510117082273c0f6558e00e39d4168f02cf335e5ec76e56d5b5c57af",
        "issued_at": "2026-08-16T08:23:58Z",
        "raw_probability": 0.0571,
        "probability": 0.000698,
        "confidence_lo": 0.000684,
        "confidence_hi": 0.000698,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "fa7abad1fc574a90d7ef2850b293b30b56df30739070925cb85c8e4fd8eccabb",
        "signature": {
          "alg": "ed25519",
          "sig": "1f6be137c4e5847e986d87e904a4223adc8862aa81dcf37a4d47dff4004a2d0c471385a2c0b269a5d4438dd26ee6b42e36a238aaa589ce681f9b0ff354c87f03"
        }
      },
      "receipt_sha256": "fa7abad1fc574a90d7ef2850b293b30b56df30739070925cb85c8e4fd8eccabb"
    },
    {
      "storm_id": "281976",
      "lat": 32.949,
      "lon": -76.32,
      "motion_east": 6.5,
      "motion_south": -1.0,
      "valid_time": "20260816_080041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3445.0,
      "ebshear": 8.0,
      "srh01": 17.0,
      "maxllaz": 0.001,
      "mesh": 0.12,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 17.0
        },
        {
          "name": "hrrr_pwat",
          "value": 46.3624
        },
        {
          "name": "alignment",
          "value": 0.981
        },
        {
          "name": "tau",
          "value": 1.6298
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0544
      },
      "coherence_score": 1.629796028137207,
      "coherence_diagnostics": {
        "tau": 1.629796028137207,
        "grad_tau": 0.30644461512565613,
        "torsion": 0.0,
        "alignment": 0.9810001850128174,
        "S_field": 0.7971502542495728,
        "Gamma_field": 0.36614665389060974,
        "S_over_Gamma": 2.177133798599243,
        "Da": 22.686553955078125,
        "E_coh": 0.8506171107292175,
        "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": [
          [
            [
              -76.37,
              32.98
            ],
            [
              -76.28,
              32.98
            ],
            [
              -76.26,
              32.97
            ],
            [
              -76.28,
              32.93
            ],
            [
              -76.3,
              32.93
            ],
            [
              -76.31,
              32.94
            ],
            [
              -76.33,
              32.92
            ],
            [
              -76.34,
              32.92
            ],
            [
              -76.36,
              32.94
            ],
            [
              -76.37,
              32.98
            ]
          ]
        ]
      },
      "raw_probability": 0.0544,
      "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": "3e59646df06941dd37a31b20cd62d4394f54d33cc7325576da380bccd82e53c4",
        "input_sha256": "83c9ab833087cb223c6b5d0b06985f322f9b7037aef757bce8792392e9aca212",
        "issued_at": "2026-08-16T08:23:58Z",
        "raw_probability": 0.0544,
        "probability": 0.000698,
        "confidence_lo": 0.000684,
        "confidence_hi": 0.000698,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "247777d8312f35e33509827735e47ec264461ef4475032813a1189e29ce3dea6",
        "signature": {
          "alg": "ed25519",
          "sig": "ea160045b9a28bff6f1cd5fb749ffda22e99aee7ef8fc952dbafdf0d7fbd0cfcaf2afe4f9eec224f40491fa014cf57a79c6bc7bfa9ad2ef48d2aeae115e9690a"
        }
      },
      "receipt_sha256": "247777d8312f35e33509827735e47ec264461ef4475032813a1189e29ce3dea6"
    },
    {
      "storm_id": "281953",
      "lat": 40.3991,
      "lon": -99.5682,
      "motion_east": 6.4,
      "motion_south": -1.0,
      "valid_time": "20260816_080041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2672.0,
      "ebshear": 38.0,
      "srh01": 2.0,
      "maxllaz": 0.002,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 2.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.6124
        },
        {
          "name": "alignment",
          "value": 1.1957
        },
        {
          "name": "tau",
          "value": 0.6099
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0538
      },
      "coherence_score": 0.6098601818084717,
      "coherence_diagnostics": {
        "tau": 0.6098601818084717,
        "grad_tau": 0.1076362282037735,
        "torsion": 0.0,
        "alignment": 1.1957045793533325,
        "S_field": 0.17438311874866486,
        "Gamma_field": 1.0136467218399048,
        "S_over_Gamma": 0.17203539609909058,
        "Da": 60.80435562133789,
        "E_coh": 0.06987391412258148,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -99.59,
              40.44
            ],
            [
              -99.54,
              40.44
            ],
            [
              -99.52,
              40.42
            ],
            [
              -99.52,
              40.38
            ],
            [
              -99.53,
              40.37
            ],
            [
              -99.57,
              40.37
            ],
            [
              -99.58,
              40.36
            ],
            [
              -99.59,
              40.37
            ],
            [
              -99.61,
              40.37
            ],
            [
              -99.61,
              40.43
            ],
            [
              -99.59,
              40.44
            ]
          ]
        ]
      },
      "raw_probability": 0.0538,
      "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": "3e59646df06941dd37a31b20cd62d4394f54d33cc7325576da380bccd82e53c4",
        "input_sha256": "d973d78f22c14c1b781411a5a125978de66134aa3a57440f4fbd79380a587611",
        "issued_at": "2026-08-16T08:23:58Z",
        "raw_probability": 0.0538,
        "probability": 0.000698,
        "confidence_lo": 0.000684,
        "confidence_hi": 0.000698,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "5b64fc49d3b2826f15235d82b458f76e60acdf576cb5a5935f09aee2b35deb25",
        "signature": {
          "alg": "ed25519",
          "sig": "c837a52b13d56275e41880bf0c4c8c24c92822c1b15b6c88d516bbad214369aa434230ab9eb53a3866f9e0eae75b8a9db0f0ef00fbd5b51842826ee5fb7edc09"
        }
      },
      "receipt_sha256": "5b64fc49d3b2826f15235d82b458f76e60acdf576cb5a5935f09aee2b35deb25"
    },
    {
      "storm_id": "282021",
      "lat": 39.8589,
      "lon": -100.03,
      "motion_east": 3.3,
      "motion_south": -3.0,
      "valid_time": "20260816_080041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1384.0,
      "ebshear": 40.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 27.9874
        },
        {
          "name": "alignment",
          "value": 2.6231
        },
        {
          "name": "tau",
          "value": 0.6578
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0529
      },
      "coherence_score": 0.6578076481819153,
      "coherence_diagnostics": {
        "tau": 0.6578076481819153,
        "grad_tau": 0.00767497206106782,
        "torsion": 0.0,
        "alignment": 2.6231179237365723,
        "S_field": 0.38973069190979004,
        "Gamma_field": 0.6119800209999084,
        "S_over_Gamma": 0.6368356347084045,
        "Da": 36.903106689453125,
        "E_coh": 0.4732968509197235,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -100.06,
              39.9
            ],
            [
              -100.02,
              39.9
            ],
            [
              -99.98,
              39.86
            ],
            [
              -99.98,
              39.83
            ],
            [
              -99.99,
              39.81
            ],
            [
              -100.04,
              39.81
            ],
            [
              -100.07,
              39.84
            ],
            [
              -100.07,
              39.88
            ],
            [
              -100.06,
              39.9
            ]
          ]
        ]
      },
      "raw_probability": 0.0529,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "3e59646df06941dd37a31b20cd62d4394f54d33cc7325576da380bccd82e53c4",
        "input_sha256": "4e0dbee0b067d9dc6b79c09c92f1860b73a345aa490d1e07f58119010ee4c1b0",
        "issued_at": "2026-08-16T08:23:58Z",
        "raw_probability": 0.0529,
        "probability": 0.000698,
        "confidence_lo": 0.000684,
        "confidence_hi": 0.000698,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "cf9329180337b407f45b3225d8b6eb9b0d7d33e7323d4f2203a5cde9ff4b191b",
        "signature": {
          "alg": "ed25519",
          "sig": "3505b706ccd28e49932a6d1449f1fd940e7e64cf8ee02c807727abf4ee86b886f1ff03fb54b08e13f5c8f18e34fb486b72818f83cf3939c867ac21f3fe254200"
        }
      },
      "receipt_sha256": "cf9329180337b407f45b3225d8b6eb9b0d7d33e7323d4f2203a5cde9ff4b191b"
    },
    {
      "storm_id": "281873",
      "lat": 33.5938,
      "lon": -76.0185,
      "motion_east": 6.5,
      "motion_south": -1.0,
      "valid_time": "20260816_080041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2514.0,
      "ebshear": 15.0,
      "srh01": 18.0,
      "maxllaz": 0.002,
      "mesh": 0.36,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 18.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.3624
        },
        {
          "name": "alignment",
          "value": 5.0339
        },
        {
          "name": "tau",
          "value": 1.7519
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0527
      },
      "coherence_score": 1.7518985271453857,
      "coherence_diagnostics": {
        "tau": 1.7518985271453857,
        "grad_tau": 0.18085220456123352,
        "torsion": 0.0,
        "alignment": 5.033870220184326,
        "S_field": 0.8862169981002808,
        "Gamma_field": 0.38447999954223633,
        "S_over_Gamma": 2.3049755096435547,
        "Da": 24.20665740966797,
        "E_coh": 0.9290489554405212,
        "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": [
          [
            [
              -76.04,
              33.63
            ],
            [
              -76.01,
              33.61
            ],
            [
              -75.97,
              33.61
            ],
            [
              -75.97,
              33.6
            ],
            [
              -75.99,
              33.6
            ],
            [
              -76.01,
              33.58
            ],
            [
              -76.01,
              33.56
            ],
            [
              -76.02,
              33.55
            ],
            [
              -76.04,
              33.56
            ],
            [
              -76.04,
              33.58
            ],
            [
              -76.05,
              33.59
            ],
            [
              -76.05,
              33.62
            ],
            [
              -76.04,
              33.63
            ]
          ]
        ]
      },
      "raw_probability": 0.0527,
      "confidence_lo": 0.0007,
      "confidence_hi": 0.0007,
      "uncertainty_class": "tight",
      "abstained": false,
      "abstain_reason": null,
      "gateway_mode": "NORMAL",
      "calibrated": true,
      "receipt": {
        "spec": "hazardpulse/forecast/v1",
        "model_version": "tornado_storm_v1_0",
        "model_sha256": "3e59646df06941dd37a31b20cd62d4394f54d33cc7325576da380bccd82e53c4",
        "input_sha256": "ad2e01c6f48c880a2d67a7165a479a0e2b63df657a3167c7444849ae61ab4d6d",
        "issued_at": "2026-08-16T08:23:58Z",
        "raw_probability": 0.0527,
        "probability": 0.000698,
        "confidence_lo": 0.000684,
        "confidence_hi": 0.000698,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "9558ffe1214548e9711a6ccd1513eabea2c9e0a9a8316e75ddbaa932948a2fca",
        "signature": {
          "alg": "ed25519",
          "sig": "2c454b79e96a2dc0e3c4c386861d490ec791ba4c265172f91f53f8c18044de9cfd6e56473a47b52f32f802f35f0b2697baba1e16f66a5237f11d8b505bdfeb03"
        }
      },
      "receipt_sha256": "9558ffe1214548e9711a6ccd1513eabea2c9e0a9a8316e75ddbaa932948a2fca"
    },
    {
      "storm_id": "281765",
      "lat": 33.4738,
      "lon": -75.7331,
      "motion_east": 6.5,
      "motion_south": -1.0,
      "valid_time": "20260816_080041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2873.0,
      "ebshear": 14.0,
      "srh01": 12.0,
      "maxllaz": 0.002,
      "mesh": 0.23,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 12.0
        },
        {
          "name": "hrrr_pwat",
          "value": 45.3624
        },
        {
          "name": "alignment",
          "value": 5.0339
        },
        {
          "name": "tau",
          "value": 1.7519
        },
        {
          "name": "maxllaz",
          "value": 0.002
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0526
      },
      "coherence_score": 1.7518985271453857,
      "coherence_diagnostics": {
        "tau": 1.7518985271453857,
        "grad_tau": 0.18085220456123352,
        "torsion": 0.0,
        "alignment": 5.033870220184326,
        "S_field": 0.8862169981002808,
        "Gamma_field": 0.38447999954223633,
        "S_over_Gamma": 2.3049755096435547,
        "Da": 24.20665740966797,
        "E_coh": 0.9290489554405212,
        "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": [
          [
            [
              -75.71,
              33.52
            ],
            [
              -75.71,
              33.51
            ],
            [
              -75.69,
              33.5
            ],
            [
              -75.69,
              33.48
            ],
            [
              -75.71,
              33.45
            ],
            [
              -75.71,
              33.43
            ],
            [
              -75.73,
              33.41
            ],
            [
              -75.78,
              33.41
            ],
            [
              -75.79,
              33.42
            ],
            [
              -75.8,
              33.49
            ],
            [
              -75.78,
              33.51
            ],
            [
              -75.72,
              33.51
            ],
            [
              -75.71,
              33.52
            ]
          ]
        ]
      },
      "raw_probability": 0.0526,
      "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": "3e59646df06941dd37a31b20cd62d4394f54d33cc7325576da380bccd82e53c4",
        "input_sha256": "d19f3d234ce576126ae1868a30bfa434466431a7cbc4d8de94cf767c9a056f78",
        "issued_at": "2026-08-16T08:23:58Z",
        "raw_probability": 0.0526,
        "probability": 0.000698,
        "confidence_lo": 0.000684,
        "confidence_hi": 0.000698,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "948f9e50f3fad0162f8a1dccacef10157a8d11ffbea70982335fbaef9809c1bb",
        "signature": {
          "alg": "ed25519",
          "sig": "4df376f3dab42a79ac35e63ddb615d697087a9a87e2502d0781041fa0c6073aa6c1b14d88fb4c4a77227129ddc5eb782af6d4e72ddd32bd6883e1bdefdb22504"
        }
      },
      "receipt_sha256": "948f9e50f3fad0162f8a1dccacef10157a8d11ffbea70982335fbaef9809c1bb"
    },
    {
      "storm_id": "281792",
      "lat": 33.75,
      "lon": -75.35,
      "motion_east": 6.5,
      "motion_south": -1.0,
      "valid_time": "20260816_080041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1879.0,
      "ebshear": 16.0,
      "srh01": 14.0,
      "maxllaz": 0.001,
      "mesh": 0.04,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 14.0
        },
        {
          "name": "hrrr_pwat",
          "value": 54.1124
        },
        {
          "name": "alignment",
          "value": 2.5319
        },
        {
          "name": "tau",
          "value": 1.4989
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0524
      },
      "coherence_score": 1.498892068862915,
      "coherence_diagnostics": {
        "tau": 1.498892068862915,
        "grad_tau": 0.300504595041275,
        "torsion": 0.0,
        "alignment": 2.5318603515625,
        "S_field": 0.33143487572669983,
        "Gamma_field": 0.41031330823898315,
        "S_over_Gamma": 0.80776047706604,
        "Da": 25.539613723754883,
        "E_coh": 0.9406830072402954,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -75.37,
              33.79
            ],
            [
              -75.34,
              33.79
            ],
            [
              -75.31,
              33.77
            ],
            [
              -75.32,
              33.75
            ],
            [
              -75.32,
              33.72
            ],
            [
              -75.34,
              33.72
            ],
            [
              -75.35,
              33.71
            ],
            [
              -75.37,
              33.71
            ],
            [
              -75.38,
              33.72
            ],
            [
              -75.38,
              33.78
            ],
            [
              -75.37,
              33.79
            ]
          ]
        ]
      },
      "raw_probability": 0.0524,
      "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": "3e59646df06941dd37a31b20cd62d4394f54d33cc7325576da380bccd82e53c4",
        "input_sha256": "6f87a4308174c025a4c2281d53139fac8b5f62fd0871fc8d04daf8b350d8a8bb",
        "issued_at": "2026-08-16T08:23:58Z",
        "raw_probability": 0.0524,
        "probability": 0.000698,
        "confidence_lo": 0.000684,
        "confidence_hi": 0.000698,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "aebf77c62344c8721febbe75e547e6cfbcfefa5999229d975b859a0bcbfbafbc",
        "signature": {
          "alg": "ed25519",
          "sig": "f94350559c2fdcc2d43329bf028ff1f1bc88b1b33aac91d76f82de798c90af34ba3b0892bf42d75c09d48b241d5ce2a14cbba35d1d5c3a00fd8405f0847a440f"
        }
      },
      "receipt_sha256": "aebf77c62344c8721febbe75e547e6cfbcfefa5999229d975b859a0bcbfbafbc"
    },
    {
      "storm_id": "281744",
      "lat": 39.8993,
      "lon": -99.8527,
      "motion_east": 3.1,
      "motion_south": -3.0,
      "valid_time": "20260816_080041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "low",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 1738.0,
      "ebshear": 42.0,
      "srh01": 4.0,
      "maxllaz": 0.004,
      "mesh": 0.19,
      "flash_rate": 5.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 4.0
        },
        {
          "name": "hrrr_pwat",
          "value": 27.9874
        },
        {
          "name": "alignment",
          "value": 2.6231
        },
        {
          "name": "tau",
          "value": 0.6578
        },
        {
          "name": "maxllaz",
          "value": 0.004
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0511
      },
      "coherence_score": 0.6578076481819153,
      "coherence_diagnostics": {
        "tau": 0.6578076481819153,
        "grad_tau": 0.00767497206106782,
        "torsion": 0.0,
        "alignment": 2.6231179237365723,
        "S_field": 0.38973069190979004,
        "Gamma_field": 0.6119800209999084,
        "S_over_Gamma": 0.6368356347084045,
        "Da": 36.903106689453125,
        "E_coh": 0.4732968509197235,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 2,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -99.86,
              39.97
            ],
            [
              -99.77,
              39.97
            ],
            [
              -99.74,
              39.94
            ],
            [
              -99.74,
              39.92
            ],
            [
              -99.77,
              39.89
            ],
            [
              -99.79,
              39.89
            ],
            [
              -99.85,
              39.83
            ],
            [
              -99.87,
              39.82
            ],
            [
              -99.91,
              39.82
            ],
            [
              -99.94,
              39.84
            ],
            [
              -99.95,
              39.87
            ],
            [
              -99.94,
              39.89
            ],
            [
              -99.9,
              39.93
            ],
            [
              -99.9,
              39.94
            ],
            [
              -99.86,
              39.97
            ]
          ]
        ]
      },
      "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": "3e59646df06941dd37a31b20cd62d4394f54d33cc7325576da380bccd82e53c4",
        "input_sha256": "430379c38008d899bb69b3f07c0070d3ad35894fd3f8fbea7f0de189d66789d3",
        "issued_at": "2026-08-16T08:23:58Z",
        "raw_probability": 0.0511,
        "probability": 0.000698,
        "confidence_lo": 0.000684,
        "confidence_hi": 0.000698,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "ae70dc8cde886e3c1969d9d16b2794ab3cd52cc2275cf0122165a6b5db98efab",
        "signature": {
          "alg": "ed25519",
          "sig": "a04c6650611e64b8733d69ff1bcf8c4cb28563dba9d3f062ee051da9ab45769703375375f4ba82468c9f4ae388a99b066c91e035fd72e1af5467414db511e10a"
        }
      },
      "receipt_sha256": "ae70dc8cde886e3c1969d9d16b2794ab3cd52cc2275cf0122165a6b5db98efab"
    },
    {
      "storm_id": "281736",
      "lat": 25.6967,
      "lon": -95.8967,
      "motion_east": 6.5,
      "motion_south": -1.0,
      "valid_time": "20260816_080041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2946.0,
      "ebshear": 13.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.6124
        },
        {
          "name": "alignment",
          "value": 7.1521
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0494
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.3741099536418915,
        "torsion": 0.0,
        "alignment": 7.152069091796875,
        "S_field": 0.3489197790622711,
        "Gamma_field": 0.54531329870224,
        "S_over_Gamma": 0.6398519277572632,
        "Da": 34.308170318603516,
        "E_coh": 0.74847012758255,
        "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": [
          [
            [
              -95.93,
              25.72
            ],
            [
              -95.92,
              25.71
            ],
            [
              -95.9,
              25.72
            ],
            [
              -95.85,
              25.72
            ],
            [
              -95.85,
              25.69
            ],
            [
              -95.86,
              25.7
            ],
            [
              -95.88,
              25.66
            ],
            [
              -95.9,
              25.66
            ],
            [
              -95.9,
              25.69
            ],
            [
              -95.91,
              25.7
            ],
            [
              -95.93,
              25.67
            ],
            [
              -95.93,
              25.72
            ]
          ]
        ]
      },
      "raw_probability": 0.0494,
      "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": "3e59646df06941dd37a31b20cd62d4394f54d33cc7325576da380bccd82e53c4",
        "input_sha256": "141bb5ecc46252493e8e43bd168635dd08a76f1d269b32c54fcaa4ca01fbfebc",
        "issued_at": "2026-08-16T08:23:58Z",
        "raw_probability": 0.0494,
        "probability": 0.000698,
        "confidence_lo": 0.000684,
        "confidence_hi": 0.000698,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "26cc34b690e46ff1d17987ff44e3e56bf9514ae603727d7768629116c47464c8",
        "signature": {
          "alg": "ed25519",
          "sig": "5148782b27d0d98dbac0219164d7bc17a77dcd10cbf655b0a0e879cf15866b0edef82ce58c74d2c493af8cbcf076b79acec584811198ed7e9f91376ac4cb1f07"
        }
      },
      "receipt_sha256": "26cc34b690e46ff1d17987ff44e3e56bf9514ae603727d7768629116c47464c8"
    },
    {
      "storm_id": "281940",
      "lat": 25.6978,
      "lon": -96.4967,
      "motion_east": 6.5,
      "motion_south": -1.0,
      "valid_time": "20260816_080041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3626.0,
      "ebshear": 13.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.11,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.6124
        },
        {
          "name": "alignment",
          "value": 7.1521
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0494
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.3741099536418915,
        "torsion": 0.0,
        "alignment": 7.152069091796875,
        "S_field": 0.3489197790622711,
        "Gamma_field": 0.54531329870224,
        "S_over_Gamma": 0.6398519277572632,
        "Da": 34.308170318603516,
        "E_coh": 0.74847012758255,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -96.56,
              25.74
            ],
            [
              -96.47,
              25.74
            ],
            [
              -96.46,
              25.73
            ],
            [
              -96.43,
              25.73
            ],
            [
              -96.45,
              25.71
            ],
            [
              -96.45,
              25.66
            ],
            [
              -96.44,
              25.65
            ],
            [
              -96.42,
              25.65
            ],
            [
              -96.46,
              25.64
            ],
            [
              -96.5,
              25.66
            ],
            [
              -96.51,
              25.66
            ],
            [
              -96.5,
              25.68
            ],
            [
              -96.52,
              25.7
            ],
            [
              -96.54,
              25.7
            ],
            [
              -96.54,
              25.71
            ],
            [
              -96.56,
              25.73
            ],
            [
              -96.57,
              25.73
            ],
            [
              -96.56,
              25.74
            ]
          ]
        ]
      },
      "raw_probability": 0.0494,
      "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": "3e59646df06941dd37a31b20cd62d4394f54d33cc7325576da380bccd82e53c4",
        "input_sha256": "141bb5ecc46252493e8e43bd168635dd08a76f1d269b32c54fcaa4ca01fbfebc",
        "issued_at": "2026-08-16T08:23:58Z",
        "raw_probability": 0.0494,
        "probability": 0.000698,
        "confidence_lo": 0.000684,
        "confidence_hi": 0.000698,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "26cc34b690e46ff1d17987ff44e3e56bf9514ae603727d7768629116c47464c8",
        "signature": {
          "alg": "ed25519",
          "sig": "5148782b27d0d98dbac0219164d7bc17a77dcd10cbf655b0a0e879cf15866b0edef82ce58c74d2c493af8cbcf076b79acec584811198ed7e9f91376ac4cb1f07"
        }
      },
      "receipt_sha256": "26cc34b690e46ff1d17987ff44e3e56bf9514ae603727d7768629116c47464c8"
    },
    {
      "storm_id": "282005",
      "lat": 24.5122,
      "lon": -96.56,
      "motion_east": 6.5,
      "motion_south": -1.0,
      "valid_time": "20260816_080041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3092.0,
      "ebshear": 10.0,
      "srh01": 0.0,
      "maxllaz": 0.0,
      "mesh": 0.11,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 36.6124
        },
        {
          "name": "alignment",
          "value": 7.1521
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0494
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.3741099536418915,
        "torsion": 0.0,
        "alignment": 7.152069091796875,
        "S_field": 0.3489197790622711,
        "Gamma_field": 0.54531329870224,
        "S_over_Gamma": 0.6398519277572632,
        "Da": 34.308170318603516,
        "E_coh": 0.74847012758255,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -96.58,
              24.55
            ],
            [
              -96.5,
              24.55
            ],
            [
              -96.49,
              24.54
            ],
            [
              -96.53,
              24.46
            ],
            [
              -96.58,
              24.46
            ],
            [
              -96.58,
              24.47
            ],
            [
              -96.6,
              24.49
            ],
            [
              -96.6,
              24.54
            ],
            [
              -96.58,
              24.55
            ]
          ]
        ]
      },
      "raw_probability": 0.0494,
      "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": "3e59646df06941dd37a31b20cd62d4394f54d33cc7325576da380bccd82e53c4",
        "input_sha256": "141bb5ecc46252493e8e43bd168635dd08a76f1d269b32c54fcaa4ca01fbfebc",
        "issued_at": "2026-08-16T08:23:58Z",
        "raw_probability": 0.0494,
        "probability": 0.000698,
        "confidence_lo": 0.000684,
        "confidence_hi": 0.000698,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "26cc34b690e46ff1d17987ff44e3e56bf9514ae603727d7768629116c47464c8",
        "signature": {
          "alg": "ed25519",
          "sig": "5148782b27d0d98dbac0219164d7bc17a77dcd10cbf655b0a0e879cf15866b0edef82ce58c74d2c493af8cbcf076b79acec584811198ed7e9f91376ac4cb1f07"
        }
      },
      "receipt_sha256": "26cc34b690e46ff1d17987ff44e3e56bf9514ae603727d7768629116c47464c8"
    },
    {
      "storm_id": "282016",
      "lat": 40.1925,
      "lon": -99.0867,
      "motion_east": 3.5,
      "motion_south": -5.0,
      "valid_time": "20260816_080041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2178.0,
      "ebshear": 37.0,
      "srh01": 7.0,
      "maxllaz": 0.006,
      "mesh": 0.0,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 7.0
        },
        {
          "name": "hrrr_pwat",
          "value": 32.6124
        },
        {
          "name": "alignment",
          "value": 1.1957
        },
        {
          "name": "tau",
          "value": 0.6099
        },
        {
          "name": "maxllaz",
          "value": 0.006
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0488
      },
      "coherence_score": 0.6098601818084717,
      "coherence_diagnostics": {
        "tau": 0.6098601818084717,
        "grad_tau": 0.1076362282037735,
        "torsion": 0.0,
        "alignment": 1.1957045793533325,
        "S_field": 0.17438311874866486,
        "Gamma_field": 1.0136467218399048,
        "S_over_Gamma": 0.17203539609909058,
        "Da": 60.80435562133789,
        "E_coh": 0.06987391412258148,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -99.12,
              40.24
            ],
            [
              -99.07,
              40.24
            ],
            [
              -99.05,
              40.22
            ],
            [
              -99.03,
              40.22
            ],
            [
              -99.01,
              40.2
            ],
            [
              -99.02,
              40.16
            ],
            [
              -99.03,
              40.15
            ],
            [
              -99.11,
              40.15
            ],
            [
              -99.12,
              40.16
            ],
            [
              -99.16,
              40.15
            ],
            [
              -99.2,
              40.18
            ],
            [
              -99.12,
              40.24
            ]
          ]
        ]
      },
      "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": "3e59646df06941dd37a31b20cd62d4394f54d33cc7325576da380bccd82e53c4",
        "input_sha256": "5f3eae09c899d9dfbdc31362943b754d0e9d07f9aaf452eb38d22704d5cbe80a",
        "issued_at": "2026-08-16T08:23:58Z",
        "raw_probability": 0.0488,
        "probability": 0.000698,
        "confidence_lo": 0.000684,
        "confidence_hi": 0.000698,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a175321c5bbe07e0284f4884cf13b3bb36036743babee9419ca5bf41c4fb8d29",
        "signature": {
          "alg": "ed25519",
          "sig": "bfcfeb984c06ebe67a175f3c12eb8799002c570a49439c0d469543ac3c279fd71d884e5ad58fbd13bd0ce078526b162a800d7f2c6ead12b67d40b878ba632f02"
        }
      },
      "receipt_sha256": "a175321c5bbe07e0284f4884cf13b3bb36036743babee9419ca5bf41c4fb8d29"
    },
    {
      "storm_id": "281960",
      "lat": 25.1782,
      "lon": -95.3218,
      "motion_east": 6.5,
      "motion_south": -1.0,
      "valid_time": "20260816_080041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 2984.0,
      "ebshear": 10.0,
      "srh01": 0.0,
      "maxllaz": 0.001,
      "mesh": 0.16,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.7374
        },
        {
          "name": "alignment",
          "value": 5.8396
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.001
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0453
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.8317835927009583,
        "torsion": 0.0,
        "alignment": 5.839569091796875,
        "S_field": 0.7516765594482422,
        "Gamma_field": 0.2144799679517746,
        "S_over_Gamma": 3.5046470165252686,
        "Da": 12.158265113830566,
        "E_coh": 0.935309648513794,
        "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": [
          [
            [
              -95.35,
              25.23
            ],
            [
              -95.33,
              25.22
            ],
            [
              -95.28,
              25.22
            ],
            [
              -95.27,
              25.21
            ],
            [
              -95.28,
              25.13
            ],
            [
              -95.29,
              25.14
            ],
            [
              -95.32,
              25.14
            ],
            [
              -95.35,
              25.11
            ],
            [
              -95.36,
              25.11
            ],
            [
              -95.36,
              25.22
            ],
            [
              -95.35,
              25.23
            ]
          ]
        ]
      },
      "raw_probability": 0.0453,
      "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": "3e59646df06941dd37a31b20cd62d4394f54d33cc7325576da380bccd82e53c4",
        "input_sha256": "95279802f3b8835127c6d4672932400845a36d8cf40f3987f3015e7024f7a581",
        "issued_at": "2026-08-16T08:23:58Z",
        "raw_probability": 0.0453,
        "probability": 0.000698,
        "confidence_lo": 0.000684,
        "confidence_hi": 0.000698,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a76baab73aa74d4e570f564c091e90dcece35e078ec1ac63ae2e5e34a81ff1a8",
        "signature": {
          "alg": "ed25519",
          "sig": "dde86e53b3dcd217ed2c12a73d004dfd4b87d01885bf839268523fcf17705b0404650d27729098c63d821c4f0e7fdff62275c5b98f09182c82f5f852c4dddd02"
        }
      },
      "receipt_sha256": "a76baab73aa74d4e570f564c091e90dcece35e078ec1ac63ae2e5e34a81ff1a8"
    },
    {
      "storm_id": "281977",
      "lat": 25.1431,
      "lon": -95.4631,
      "motion_east": 6.5,
      "motion_south": -1.0,
      "valid_time": "20260816_080041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 3052.0,
      "ebshear": 10.0,
      "srh01": 0.0,
      "maxllaz": 0.0,
      "mesh": 0.19,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 0.0
        },
        {
          "name": "hrrr_pwat",
          "value": 33.7374
        },
        {
          "name": "alignment",
          "value": 5.8396
        },
        {
          "name": "tau",
          "value": 0.0
        },
        {
          "name": "maxllaz",
          "value": 0.0
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0453
      },
      "coherence_score": 0.0,
      "coherence_diagnostics": {
        "tau": 0.0,
        "grad_tau": 0.8317835927009583,
        "torsion": 0.0,
        "alignment": 5.839569091796875,
        "S_field": 0.7516765594482422,
        "Gamma_field": 0.2144799679517746,
        "S_over_Gamma": 3.5046470165252686,
        "Da": 12.158265113830566,
        "E_coh": 0.935309648513794,
        "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": [
          [
            [
              -95.5,
              25.21
            ],
            [
              -95.42,
              25.21
            ],
            [
              -95.42,
              25.18
            ],
            [
              -95.44,
              25.16
            ],
            [
              -95.43,
              25.14
            ],
            [
              -95.43,
              25.12
            ],
            [
              -95.44,
              25.11
            ],
            [
              -95.43,
              25.1
            ],
            [
              -95.44,
              25.08
            ],
            [
              -95.46,
              25.1
            ],
            [
              -95.45,
              25.11
            ],
            [
              -95.47,
              25.13
            ],
            [
              -95.52,
              25.12
            ],
            [
              -95.53,
              25.14
            ],
            [
              -95.53,
              25.17
            ],
            [
              -95.5,
              25.21
            ]
          ]
        ]
      },
      "raw_probability": 0.0453,
      "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": "3e59646df06941dd37a31b20cd62d4394f54d33cc7325576da380bccd82e53c4",
        "input_sha256": "95279802f3b8835127c6d4672932400845a36d8cf40f3987f3015e7024f7a581",
        "issued_at": "2026-08-16T08:23:58Z",
        "raw_probability": 0.0453,
        "probability": 0.000698,
        "confidence_lo": 0.000684,
        "confidence_hi": 0.000698,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "a76baab73aa74d4e570f564c091e90dcece35e078ec1ac63ae2e5e34a81ff1a8",
        "signature": {
          "alg": "ed25519",
          "sig": "dde86e53b3dcd217ed2c12a73d004dfd4b87d01885bf839268523fcf17705b0404650d27729098c63d821c4f0e7fdff62275c5b98f09182c82f5f852c4dddd02"
        }
      },
      "receipt_sha256": "a76baab73aa74d4e570f564c091e90dcece35e078ec1ac63ae2e5e34a81ff1a8"
    },
    {
      "storm_id": "281870",
      "lat": 38.369,
      "lon": -104.551,
      "motion_east": 6.5,
      "motion_south": -1.0,
      "valid_time": "20260816_080041 UTC",
      "tornado_probability": 0.0007,
      "risk_band": "minimal",
      "ps_tor": 0.0,
      "ps": 0.0,
      "mucape": 513.0,
      "ebshear": 19.0,
      "srh01": 1.0,
      "maxllaz": 0.003,
      "mesh": 0.11,
      "flash_rate": 0.0,
      "top_features": [
        {
          "name": "srh01",
          "value": 1.0
        },
        {
          "name": "hrrr_pwat",
          "value": 17.9874
        },
        {
          "name": "alignment",
          "value": 0.573
        },
        {
          "name": "tau",
          "value": 0.4719
        },
        {
          "name": "maxllaz",
          "value": 0.003
        }
      ],
      "model_scores": {
        "gbt_prob": 0.0425
      },
      "coherence_score": 0.4719483256340027,
      "coherence_diagnostics": {
        "tau": 0.4719483256340027,
        "grad_tau": 0.07534933090209961,
        "torsion": 0.0,
        "alignment": 0.5729988813400269,
        "S_field": 0.10096872597932816,
        "Gamma_field": 0.3878133296966553,
        "S_over_Gamma": 0.2603539228439331,
        "Da": 23.19182014465332,
        "E_coh": 0.33801841735839844,
        "singularity_count": 2.0,
        "singularity_conditions_met": 2,
        "singularity_detail": {
          "s_over_gamma": false,
          "high_gradient": false,
          "high_torsion": false,
          "positive_alignment": true,
          "high_damkohler": true
        }
      },
      "scoring_tier": "tier1_ml",
      "coherence_source": "hrrr",
      "model_version": "tornado_storm_v1_0",
      "track_length": 1,
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [
              -104.57,
              38.41
            ],
            [
              -104.51,
              38.41
            ],
            [
              -104.51,
              38.37
            ],
            [
              -104.5,
              38.35
            ],
            [
              -104.53,
              38.33
            ],
            [
              -104.57,
              38.33
            ],
            [
              -104.59,
              38.34
            ],
            [
              -104.59,
              38.36
            ],
            [
              -104.57,
              38.38
            ],
            [
              -104.57,
              38.41
            ]
          ]
        ]
      },
      "raw_probability": 0.0425,
      "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": "3e59646df06941dd37a31b20cd62d4394f54d33cc7325576da380bccd82e53c4",
        "input_sha256": "bde363f8dd9d564869b6e7ee152e3731237f19a1e4c266eb8fd2788a57aee693",
        "issued_at": "2026-08-16T08:23:58Z",
        "raw_probability": 0.0425,
        "probability": 0.000698,
        "confidence_lo": 0.000684,
        "confidence_hi": 0.000698,
        "uncertainty_class": "tight",
        "ood_score": null,
        "ood_flag": false,
        "abstained": false,
        "abstain_reason": null,
        "gateway_mode": "NORMAL",
        "coverage_target": 0.9,
        "receipt_sha256": "57a99fc62af99e42b9bd9b656a0b2aef8eaa1b98c5e9288fcf9d9e8c06d227e1",
        "signature": {
          "alg": "ed25519",
          "sig": "6d92c1f52d1e8341c3bee22c3a1034c52974cda5cc538f32e5014e1a9e278ad293095e9067bec2ace75ab4e6b9775c2361a5578d4c1a85998b007b9f96057900"
        }
      },
      "receipt_sha256": "57a99fc62af99e42b9bd9b656a0b2aef8eaa1b98c5e9288fcf9d9e8c06d227e1"
    }
  ]
}
